{"id":9030,"date":"2025-06-07T23:22:48","date_gmt":"2025-06-07T20:22:48","guid":{"rendered":"https:\/\/upcloud.com\/global\/products\/gpu-servers\/"},"modified":"2026-09-17T10:26:00","modified_gmt":"2026-09-17T09:26:00","slug":"gpu-servers","status":"publish","type":"page","link":"https:\/\/upcloud.com\/global\/products\/gpu-servers\/","title":{"rendered":"GPU Servers"},"content":{"rendered":"\n<section  class=\"block block-hero has-bottom-fade\">\n      <div class=\"image image-background image-background-layer image-background-mobile\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Hero shot of JP, for Mobile solutions pages\"\n      src=\"https:\/\/upcloud.com\/media\/hero-mobile-solutions-juha-pekka-jarvenpaa.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/hero-mobile-solutions-juha-pekka-jarvenpaa-90x300.png 90w, https:\/\/upcloud.com\/media\/hero-mobile-solutions-juha-pekka-jarvenpaa-307x1024.png 307w, https:\/\/upcloud.com\/media\/hero-mobile-solutions-juha-pekka-jarvenpaa-461x1536.png 461w, https:\/\/upcloud.com\/media\/hero-mobile-solutions-juha-pekka-jarvenpaa-614x2048.png 614w, https:\/\/upcloud.com\/media\/hero-mobile-solutions-juha-pekka-jarvenpaa-6x20.png 6w, https:\/\/upcloud.com\/media\/hero-mobile-solutions-juha-pekka-jarvenpaa.png 768w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"768\"\n        height=\"2560\"\n                      \/>\n        <\/div>\n  \n      <div class=\"image image-background image-background-layer image-background-desktop \">\n          <img decoding=\"async\" class=\"wpsmartcrop-image\" loading=\"lazy\"\n      alt=\"Hero shot of JP, for solutions pages\"\n      src=\"https:\/\/upcloud.com\/media\/hero-desktop-solutions-juha-pekka-jarvenpaa.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/hero-desktop-solutions-juha-pekka-jarvenpaa-300x232.png 300w, https:\/\/upcloud.com\/media\/hero-desktop-solutions-juha-pekka-jarvenpaa-1024x792.png 1024w, https:\/\/upcloud.com\/media\/hero-desktop-solutions-juha-pekka-jarvenpaa-768x594.png 768w, https:\/\/upcloud.com\/media\/hero-desktop-solutions-juha-pekka-jarvenpaa-1536x1189.png 1536w, https:\/\/upcloud.com\/media\/hero-desktop-solutions-juha-pekka-jarvenpaa.png 1680w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1680\"\n        height=\"1300\"\n                    style=\" object-position: 81.54% 5.18%;\"\n                 data-smartcrop-focus=\"[&quot;81.54&quot;,&quot;5.18&quot;]\" \/>\n        <\/div>\n  \n  <div class=\"container\">\n\n    <div class=\"text-flow\">\n      <h1 id=\"content\">\n        AI-ready<br> GPU Servers      <\/h1>\n\n              <p><strong>On-demand NVIDIA GPUs available now!<\/strong><\/p>\n<p>Experience exceptional performance across a range of demanding applications with our GPU Servers, from generative AI, LLM inference, and AI model training to 3D rendering and video processing.<\/p>\n          <\/div>\n\n          <div class=\"features items\">\n        <div class=\"item\">\n\n                      \n<div class=\"small-components\">\n      <div class=\"button-group\">\n              <p class=\"wrapper-button\">\n          <a href=\"#plans\" class=\"button\">\n            Choose your Plan          <\/a>\n        <\/p>\n      \n              <p class=\"wrapper-button\">\n          <a href=\"https:\/\/signup.upcloud.com\/\" class=\"button button-white\">\n            Get started today          <\/a>\n        <\/p>\n          <\/div>\n    \n      <p class=\"additional-info\">\n              <span>\n          <svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M6.5 10V8H34.5V27H6.5V14.03H8.5V25H32.5V10H6.5ZM19.3808 21.4898L15.0508 17.1598L16.4608 15.7398L19.3808 18.6598L24.5408 13.5098L25.9508 14.9198L19.3808 21.4898ZM14 31V33H27V31H14Z\" fill=\"url(#paint0_linear_3008_11646)\"\/><defs><linearGradient id=\"paint0_linear_3008_11646\" x1=\"34.5\" y1=\"32.9979\" x2=\"6.5\" y2=\"32.9979\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n        <\/span>\n        \n      Pre-installed with NVIDIA CUDA Drivers    <\/p>\n    \n  <\/div>\n\n          \n          \n        <\/div>\n\n                  <div class=\"item\">\n            <p class=\"badge\">\n              Juha-Pekka, Lead Product Manager            <\/p>\n          <\/div>\n              <\/div>\n    \n          \n\n<ul class=\"hero-boxes items fluid\">\n      <li class=\"box\">\n\n      <svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M6.5 10V8H34.5V27H6.5V14.03H8.5V25H32.5V10H6.5ZM19.3808 21.4898L15.0508 17.1598L16.4608 15.7398L19.3808 18.6598L24.5408 13.5098L25.9508 14.9198L19.3808 21.4898ZM14 31V33H27V31H14Z\" fill=\"url(#paint0_linear_3008_11646)\"\/><defs><linearGradient id=\"paint0_linear_3008_11646\" x1=\"34.5\" y1=\"32.9979\" x2=\"6.5\" y2=\"32.9979\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n              <h2>\n          GPU power the easy way        <\/h2>\n      \n              <p>GPU resources with the flexibility and easy management of our Cloud Servers.<\/p>\n      \n    <\/li>\n      <li class=\"box\">\n\n      <svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M17.5 11V15H23.5V11C23.5 9.34 22.16 8 20.5 8C18.84 8 17.5 9.34 17.5 11ZM17.5 17H11.5H10.5H8.5V15H15.5V11C15.5 8.24 17.74 6 20.5 6C23.26 6 25.5 8.24 25.5 11V15H32.5V34H8.5V21H10.5V32.1H30.5V17H17.5ZM21.5 28V21H19.5V28H21.5Z\" fill=\"url(#paint0_linear_3008_11726)\"\/><defs><linearGradient id=\"paint0_linear_3008_11726\" x1=\"32.5\" y1=\"33.9977\" x2=\"8.5\" y2=\"33.9977\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n              <h2>\n          Dedicated GPUs        <\/h2>\n      \n              <p><span style=\"font-weight: 400\">No shared hardware &#8211; each GPU is always dedicated to a single server.<\/span><\/p>\n      \n    <\/li>\n      <li class=\"box\">\n\n      <svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M32.5 20C32.5 18.53 32.22 17.13 31.74 15.83L33.28 14.29C34.06 16.04 34.5 17.97 34.5 20C34.5 27.73 28.23 34 20.5 34C12.77 34 6.5 27.73 6.5 20C6.5 12.27 12.77 6 20.5 6C22.54 6 24.47 6.44 26.21 7.22L24.67 8.76C23.37 8.28 21.97 8 20.5 8C13.88 8 8.5 13.38 8.5 20C8.5 26.62 13.88 32 20.5 32C27.12 32 32.5 26.62 32.5 20ZM30.0391 9.06006L31.4491 10.4701L22.3291 19.5901C22.3591 19.7201 22.3791 19.8601 22.3791 20.0001C22.3791 21.0401 21.5391 21.8801 20.4991 21.8801C19.4591 21.8801 18.6191 21.0401 18.6191 20.0001C18.6191 18.9601 19.4591 18.1201 20.4991 18.1201C20.6491 18.1201 20.7891 18.1401 20.9191 18.1701L30.0391 9.06006Z\" fill=\"url(#paint0_linear_3008_11858)\"\/><defs><linearGradient id=\"paint0_linear_3008_11858\" x1=\"34.5\" y1=\"33.9977\" x2=\"6.5\" y2=\"33.9977\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n              <h2>\n          AI\/ML-ready Ubuntu template        <\/h2>\n      \n              <p>Get started quickly with drivers &amp; tooling pre-installed.<\/p>\n      \n    <\/li>\n  <\/ul>\n      <\/div>\n\n\n  \n<\/section>\n\n\n\n<section id=\"models\" class=\"block block-two-column-content-boxes has-background-color-gray-50\">\n  <div class=\"container\">\n\n          <h2 class=\"\">\n        GPU Server Hardware      <\/h2>\n    \n    <div class=\"items\">\n              <div class=\"item\">\n\n          <h3>\n            NVIDIA L4          <\/h3>\n\n          <div class=\"image-flow\">\n                <img decoding=\"async\" loading=\"lazy\"\n      alt=\"UpCloud GPU NVIDIA L4\"\n      src=\"https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-l4.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-l4-300x295.png 300w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-l4-1024x1008.png 1024w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-l4-768x756.png 768w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-l4.png 1180w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1180\"\n        height=\"1161\"\n                      \/>\n              <\/div>\n\n          <div class=\"content\">\n            <p>Cost-effective AI Inference, High-throughput Video Processing, and Edge AI deployments. Optimized for low-latency, energy-efficient operations.<\/p>\n<p>The NVIDIA L4 Tensor Core GPU powered by the NVIDIA Ada Lovelace architecture delivers universal, energy-efficient acceleration for video, AI, visual computing, graphics, virtualization, and more.<\/p>\n          <\/div>\n\n        <\/div>\n              <div class=\"item\">\n\n          <h3>\n            NVIDIA L40S          <\/h3>\n\n          <div class=\"image-flow\">\n                <img decoding=\"async\" loading=\"lazy\"\n      alt=\"UpCloud GPU NVIDIA L40s\"\n      src=\"https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-l40s.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-l40s-300x295.png 300w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-l40s-1024x1008.png 1024w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-l40s-768x756.png 768w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-l40s.png 1180w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1180\"\n        height=\"1161\"\n                      \/>\n              <\/div>\n\n          <div class=\"content\">\n            <p>Generative AI, Mid-to-Large Scale AI Model Training and Inference, Real-time 3D Rendering, Virtual Production, and High-Performance Computing (HPC) simulations.<\/p>\n<p>The NVIDIA L40S GPU is the most powerful universal GPU for the cloud, delivering end-to-end acceleration for the next generation of AI-enabled applications.<\/p>\n          <\/div>\n\n        <\/div>\n              <div class=\"item\">\n\n          <h3>\n            NVIDIA RTX PRO 6000 Blackwell Server          <\/h3>\n\n          <div class=\"image-flow\">\n                <img decoding=\"async\" loading=\"lazy\"\n      alt=\"UpCloud GPU NVIDIA RTX PRO 6000 Blackwell Server\"\n      src=\"https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-rtx-pro-6000-blackwell-server.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-rtx-pro-6000-blackwell-server-300x295.png 300w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-rtx-pro-6000-blackwell-server-1024x1008.png 1024w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-rtx-pro-6000-blackwell-server-768x756.png 768w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-rtx-pro-6000-blackwell-server.png 1180w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1180\"\n        height=\"1161\"\n                      \/>\n              <\/div>\n\n          <div class=\"content\">\n            <p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"50\" data-end=\"185\">Agentic and Generative AI, LLM Inference, AI-Driven Rendering, 3D Graphics, Video Processing, Scientific Computing, and Data Analytics.<\/p>\n<p data-start=\"187\" data-end=\"619\" data-is-last-node=\"\" data-is-only-node=\"\">The NVIDIA RTX PRO 6000 Blackwell Server Edition delivers powerful AI and visual computing performance for demanding enterprise workloads. Powered by the NVIDIA Blackwell architecture and equipped with 96 GB of GDDR7 memory, it accelerates complex AI models, photorealistic rendering, simulations, and data-intensive workflows.<\/p>\n          <\/div>\n\n        <\/div>\n              <div class=\"item\">\n\n          <h3>\n            NVIDIA H100          <\/h3>\n\n          <div class=\"image-flow\">\n                <img decoding=\"async\" loading=\"lazy\"\n      alt=\"UpCloud H100 GPU Server\"\n      src=\"https:\/\/upcloud.com\/media\/upcloud-h100-gpu-server.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/upcloud-h100-gpu-server-300x300.png 300w, https:\/\/upcloud.com\/media\/upcloud-h100-gpu-server-1024x1024.png 1024w, https:\/\/upcloud.com\/media\/upcloud-h100-gpu-server-150x150.png 150w, https:\/\/upcloud.com\/media\/upcloud-h100-gpu-server-768x768.png 768w, https:\/\/upcloud.com\/media\/upcloud-h100-gpu-server.png 1080w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1080\"\n        height=\"1080\"\n                      \/>\n              <\/div>\n\n          <div class=\"content\">\n            <p>The NVIDIA H100 GPU delivers exceptional performance, scalability, and security for every workload. H100 uses breakthrough innovations based on the NVIDIA Hopper\u2122 architecture to deliver industry-leading conversational AI, speeding up large language models (LLMs) by 30X.<\/p>\n<p>H100 also includes a dedicated Transformer Engine to solve trillion-parameter language models.<\/p>\n          <\/div>\n\n        <\/div>\n              <div class=\"item\">\n\n          <h3>\n            NVIDIA B200          <\/h3>\n\n          <div class=\"image-flow\">\n                <img decoding=\"async\" loading=\"lazy\"\n      alt=\"UpCloud GPU NVIDIA B200\"\n      src=\"https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-b200.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-b200-300x295.png 300w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-b200-1024x1008.png 1024w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-b200-768x756.png 768w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-b200.png 1180w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1180\"\n        height=\"1161\"\n                      \/>\n              <\/div>\n\n          <div class=\"content\">\n            <p>Generative AI, Large-Scale AI Model Training and Inference (LLMs), High-Performance Computing (HPC) simulations, Scientific Computing, and Data Analytics.<\/p>\n<p>The NVIDIA B200 GPU, powered by the Blackwell architecture, is the world\u2019s most powerful AI chip, designed to power a new era of computing with up to 4x faster training and 30x faster inference than previous generations.<\/p>\n          <\/div>\n\n        <\/div>\n              <div class=\"item\">\n\n          <h3>\n            NVIDIA B300 (Coming soon)          <\/h3>\n\n          <div class=\"image-flow\">\n                <img decoding=\"async\" loading=\"lazy\"\n      alt=\"UpCloud GPU NVIDIA H200\"\n      src=\"https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-h200.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-h200-300x295.png 300w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-h200-1024x1008.png 1024w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-h200-768x756.png 768w, https:\/\/upcloud.com\/media\/upcloud-gpu-nvidia-h200.png 1180w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1180\"\n        height=\"1161\"\n                      \/>\n              <\/div>\n\n          <div class=\"content\">\n            <p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"575\" data-end=\"753\">Advanced AI Reasoning, Large-Scale AI Model Training and Inference, Agentic and Multimodal AI, High-Performance Computing (HPC), Scientific Computing, and AI Factory deployments.<\/p>\n<p data-start=\"755\" data-end=\"1199\" data-is-last-node=\"\" data-is-only-node=\"\">The NVIDIA B300 GPU, powered by the Blackwell Ultra architecture, is designed for the next generation of AI reasoning and large-scale accelerated computing. With up to 288 GB of HBM3e memory and 8 TB\/s of memory bandwidth, B300 delivers 1.5x greater dense FP4 performance and 2x higher attention performance than B200, accelerating long-context models, complex inference, and training at data-center scale.<\/p>\n          <\/div>\n\n        <\/div>\n          <\/div>\n\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-cta is-content-column no-image has-background-color-gray-50 has-gradient-gradient-purple-and-rust\">\n  <div class=\"container\">\n    <div class=\"wrapper-main\">\n\n      \n      <h2>Reserve Dedicated GPU Clusters<\/h2>\n\n      <div class=\"wrapper-content\">\n        <p>Reserve your NVIDIA B200 and B300 Dedicated GPU Clusters with 8, 16, 32, or 64-node configurations in UpCloud\u2019s upcoming flagship Nordic AI data center.<\/p>\n\n        \n                <div class=\"cta-links\">\n                      <p class=\"button-wrapper\">\n              <a class=\"button button-white\" href=\"https:\/\/upcloud.com\/global\/solutions\/dedicated-gpu-clusters\/\">\n                VIEW CLUSTER OPTIONS              <\/a>\n            <\/p>\n          \n                      <p class=\"button-wrapper\">\n              <a class=\"button button-ghost-white\" href=\"https:\/\/upcloud.com\/global\/solutions\/dedicated-gpu-clusters\/#Contact\">\n                Reserve now              <\/a>\n            <\/p>\n          \n                  <\/div>\n        \n      <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-image-content has-background-color-brand-black\">\n  <div class=\"container\">\n    <div class=\"items image-left column-layout-balanced align-center\">\n              <div class=\"item text-flow\">\n                      <p class=\"kicker\">\n              Introducing GPU Spot Instances            <\/p>\n          \n                      <h2>\n              Get up to 25% off selected GPUs            <\/h2>\n          \n                      <div class=\"body-text\">\n              <p><span style=\"font-weight: 400\">Spot instances run on our spare capacity. If that capacity is needed elsewhere in our network, the instance will be terminated. But if your workloads are stateless, fault-tolerant, or can easily pause and resume, you&#8217;re getting top-tier GPU performance at a massive discount.<\/span><\/p>\n            <\/div>\n          \n          \n          \n                      <p class=\"button-wrapper\">\n              <a href=\"https:\/\/upcloud.com\/global\/docs\/products\/gpu-servers\/spot\/\" class=\"button\">\n                Read Documentation              <\/a>\n            <\/p>\n          \n          \n        <\/div>\n      \n              <div class=\"item media-flow\">\n                      <div class=\"image\">\n                  <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Intense workloads illustration\"\n      src=\"https:\/\/upcloud.com\/media\/intense-workloads-gray.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/intense-workloads-gray-300x219.png 300w, https:\/\/upcloud.com\/media\/intense-workloads-gray.png 685w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"685\"\n        height=\"500\"\n                      \/>\n                <\/div>\n          \n                  <\/div>\n          <\/div>\n\n\n  <\/div>\n<\/section>\n\n\n\n<section id=\"plans\" class=\"block block-pricing block-pricing-table has-background-color-brand-black\" id=\"configurations\">\n  <div class=\"container\">\n\n          <h2>GPU Server configurations<\/h2>\n    \n          <div class=\"tablist\" role=\"tablist\">\n\n                  <h2>Configurations<\/h2>\n        \n        <div class=\"tab-list-box\">\n                      <button\n              role=\"tab\"\n              class=\"tab-button theme-color-border-and-hover theme-color-text\"\n              id=\"nvidia-l4\"\n              aria-selected=\"true\"\n              aria-controls=\"nvidia-l4-tab\"\n                            >\n              NVIDIA L4            <\/button>\n                      <button\n              role=\"tab\"\n              class=\"tab-button theme-color-border-and-hover theme-color-text\"\n              id=\"nvidia-l40s\"\n              aria-selected=\"false\"\n              aria-controls=\"nvidia-l40s-tab\"\n              tabindex=\"-1\"              >\n              NVIDIA L40S            <\/button>\n                      <button\n              role=\"tab\"\n              class=\"tab-button theme-color-border-and-hover theme-color-text\"\n              id=\"nvidia-rtx-6000\"\n              aria-selected=\"false\"\n              aria-controls=\"nvidia-rtx-6000-tab\"\n              tabindex=\"-1\"              >\n              NVIDIA RTX 6000            <\/button>\n                      <button\n              role=\"tab\"\n              class=\"tab-button theme-color-border-and-hover theme-color-text\"\n              id=\"nvidia-h100\"\n              aria-selected=\"false\"\n              aria-controls=\"nvidia-h100-tab\"\n              tabindex=\"-1\"              >\n              NVIDIA H100            <\/button>\n                      <button\n              role=\"tab\"\n              class=\"tab-button theme-color-border-and-hover theme-color-text\"\n              id=\"nvidia-b200\"\n              aria-selected=\"false\"\n              aria-controls=\"nvidia-b200-tab\"\n              tabindex=\"-1\"              >\n              NVIDIA B200            <\/button>\n                      <button\n              role=\"tab\"\n              class=\"tab-button theme-color-border-and-hover theme-color-text\"\n              id=\"nvidia-b300\"\n              aria-selected=\"false\"\n              aria-controls=\"nvidia-b300-tab\"\n              tabindex=\"-1\"              >\n              NVIDIA B300            <\/button>\n          \n                  <\/div>\n\n      <\/div>\n    \n    <div class=\"tabpanels\">\n              <div\n          class=\"tab-content\"\n          tabindex=\"0\"\n          role=\"tabpanel\"\n          id=\"nvidia-l4-tab\"\n          aria-labelledby=\"nvidia-l4\"\n                    >\n\n                      <div class=\"items\">\n              <div class=\"tabpanel-summary\">\n                <h3>GPU Servers with NVIDIA L4<\/h3>\n\n                              <\/div>\n\n                              <div class=\"pricing-plan has-background-color-gradient-red-purple-diagonal\">\n                                      <div class=\"info-boxes\">\n                                              <div class=\"info-box\">\n                          <h4>\n                            GPUs                          <\/h4>\n\n                          <p>\n                            1 &#8211; 3 per server                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            CPU cores                          <\/h4>\n\n                          <p>\n                            8 &#8211; 32                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            Memory                          <\/h4>\n\n                          <p>\n                            64 \u2013 384 GB                          <\/p>\n                        <\/div>\n                                          <\/div>\n                  \n                                      <div class=\"pricing-cta\">\n                      <div class=\"features\">\n                        <ul class=\"features-list\">\n                                                      <li>\n                              Premium AMD CPUs                            <\/li>\n                                                      <li>\n                              Up to 100k IOPS with MaxIOPS                            <\/li>\n                                                      <li>\n                              Choice of Block Storage                            <\/li>\n                                                  <\/ul>\n\n                        <ul class=\"features-list\">\n                                                      <li>\n                              1000 Mbps networking                            <\/li>\n                                                      <li>\n                              Zero egress fees                            <\/li>\n                                                      <li>\n                              99.999% SLA                            <\/li>\n                                                  <\/ul>\n                      <\/div>\n\n                      <div class=\"text-content\">\n                        <div class=\"item\">\n                                                      <p class=\"prefix\">\n                              Starting from                            <\/p>\n                          \n                                                      <p class=\"price\">\n                              $0.68\/hour                            <\/p>\n                          \n                                                  <\/div>\n\n                        <p class=\"button-wrapper\">\n                          <a class=\"button button-white\" href=\"https:\/\/signup.upcloud.com\/\">\n                            Sign up                          <\/a>\n                        <\/p>\n                      <\/div>\n                    <\/div>\n                                  <\/div>\n              \n              <div class=\"col col-table\">\n                                  <div class=\"overlay-show-more\">\n                    <button class=\"overlay-show-more-button\">\n                      See all options<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                    <\/button>\n                  <\/div>\n                \n                <div class=\"content-table\">\n                  <div class=\"content-table-inner\">\n                    <table class=\"is-scrollable \">\n\n                                              <thead>\n                          <tr>\n                                                          <th>GPU<\/th>\n                                                          <th>CPU cores<\/th>\n                                                          <th>RAM<\/th>\n                                                          <th>Spot Price<\/th>\n                                                          <th>Price<\/th>\n                                                      <\/tr>\n                        <\/thead>\n                      \n                      <tbody>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA L4<\/td>\n                                                          <td>                              8 cores<\/td>\n                                                          <td>                              64 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$0.68\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$0.69\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA L4<\/td>\n                                                          <td>                              12 cores<\/td>\n                                                          <td>                              128 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$0.82\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$0.83\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA L4<\/td>\n                                                          <td>                              16 cores<\/td>\n                                                          <td>                              192 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$0.96\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$0.97\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA L4<\/td>\n                                                          <td>                              20 cores<\/td>\n                                                          <td>                              256 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.10\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.11\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA L4<\/td>\n                                                          <td>                              12 cores<\/td>\n                                                          <td>                              128 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.39\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.40\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA L4<\/td>\n                                                          <td>                              16 cores<\/td>\n                                                          <td>                              192 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.53\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.54\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA L4<\/td>\n                                                          <td>                              20 cores<\/td>\n                                                          <td>                              256 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.67\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.68\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA L4<\/td>\n                                                          <td>                              32 cores<\/td>\n                                                          <td>                              384 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.95\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.96\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              3 x NVIDIA L4<\/td>\n                                                          <td>                              16 cores<\/td>\n                                                          <td>                              192 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.13\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.14\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              3 x NVIDIA L4<\/td>\n                                                          <td>                              20 cores\t<\/td>\n                                                          <td>                              256 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.27\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.28\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              3 x NVIDIA L4<\/td>\n                                                          <td>                              32 cores<\/td>\n                                                          <td>                              384 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.55\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.56\/h<\/b><\/td>\n                                                      <\/tr>\n                                              <\/tbody>\n\n                    <\/table>\n                  <\/div>\n                <\/div>\n\n                <div class=\"footer\">\n                  <p>GPU Server plans are billed by the starting hour. Monthly prices are estimates based on a 30-day month. Prices exclude any applicable <a href=\"https:\/\/upcloud.com\/resources\/tutorials\/vat-gst-international-businesses\/\">local taxes<\/a>.<\/p>\n<p>All plans include zero-cost egress,\u00a0<a href=\"https:\/\/upcloud.com\/fair-transfer-policy\">Fair Transfer Policy<\/a>\u00a0applies.<\/p>\n                <\/div>\n              <\/div>\n            <\/div>\n\n          \n        <\/div>\n              <div\n          class=\"tab-content\"\n          tabindex=\"0\"\n          role=\"tabpanel\"\n          id=\"nvidia-l40s-tab\"\n          aria-labelledby=\"nvidia-l40s\"\n          hidden=\"\"          >\n\n                      <div class=\"items\">\n              <div class=\"tabpanel-summary\">\n                <h3>GPU Servers with NVIDIA L40S<\/h3>\n\n                              <\/div>\n\n                              <div class=\"pricing-plan has-background-color-gradient-red-purple-diagonal\">\n                                      <div class=\"info-boxes\">\n                                              <div class=\"info-box\">\n                          <h4>\n                            GPUs                          <\/h4>\n\n                          <p>\n                            1 &#8211; 3 per server                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            CPU cores                          <\/h4>\n\n                          <p>\n                            8 &#8211; 32                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            Memory                          <\/h4>\n\n                          <p>\n                            64 &#8211; 384 GB                          <\/p>\n                        <\/div>\n                                          <\/div>\n                  \n                                      <div class=\"pricing-cta\">\n                      <div class=\"features\">\n                        <ul class=\"features-list\">\n                                                      <li>\n                              Premium AMD CPUs                            <\/li>\n                                                      <li>\n                              Up to 100k IOPS with MaxIOPS                            <\/li>\n                                                      <li>\n                              Choice of Block Storage                            <\/li>\n                                                  <\/ul>\n\n                        <ul class=\"features-list\">\n                                                      <li>\n                              1000 Mbps networking                            <\/li>\n                                                      <li>\n                              Zero egress fees                            <\/li>\n                                                      <li>\n                              99.999% SLA                            <\/li>\n                                                  <\/ul>\n                      <\/div>\n\n                      <div class=\"text-content\">\n                        <div class=\"item\">\n                                                      <p class=\"prefix\">\n                              Starting from                            <\/p>\n                          \n                                                      <p class=\"price\">\n                              $0.95\/hour                            <\/p>\n                          \n                                                  <\/div>\n\n                        <p class=\"button-wrapper\">\n                          <a class=\"button button-white\" href=\"https:\/\/signup.upcloud.com\/\">\n                            Sign up                          <\/a>\n                        <\/p>\n                      <\/div>\n                    <\/div>\n                                  <\/div>\n              \n              <div class=\"col col-table\">\n                                  <div class=\"overlay-show-more\">\n                    <button class=\"overlay-show-more-button\">\n                      See all options<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                    <\/button>\n                  <\/div>\n                \n                <div class=\"content-table\">\n                  <div class=\"content-table-inner\">\n                    <table class=\"is-scrollable \">\n\n                                              <thead>\n                          <tr>\n                                                          <th>GPU<\/th>\n                                                          <th>CPU cores<\/th>\n                                                          <th>RAM<\/th>\n                                                          <th>Spot Price<\/th>\n                                                          <th>Price<\/th>\n                                                      <\/tr>\n                        <\/thead>\n                      \n                      <tbody>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA L40S<\/td>\n                                                          <td>                              8 cores<\/td>\n                                                          <td>                              64 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$0.95\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.27\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA L40S<\/td>\n                                                          <td>                              12 cores<\/td>\n                                                          <td>                              128 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.07\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.43\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA L40S<\/td>\n                                                          <td>                              16 cores<\/td>\n                                                          <td>                              192 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.31\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.74\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA L40S<\/td>\n                                                          <td>                              20 cores<\/td>\n                                                          <td>                              256 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.54\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.06\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA L40S<\/td>\n                                                          <td>                              12 cores<\/td>\n                                                          <td>                              128 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.78\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.38\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA L40S<\/td>\n                                                          <td>                              16 cores<\/td>\n                                                          <td>                              192 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.26\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$3.01\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA L40S<\/td>\n                                                          <td>                              20 cores<\/td>\n                                                          <td>                              256 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.73\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$3.64\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA L40S<\/td>\n                                                          <td>                              32 cores<\/td>\n                                                          <td>                              384 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$3.21\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$4.28\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              3 x NVIDIA L40S<\/td>\n                                                          <td>                              16 cores<\/td>\n                                                          <td>                              192 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$3.21\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$4.28\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              3 x NVIDIA L40S<\/td>\n                                                          <td>                              20 cores\t<\/td>\n                                                          <td>                              256 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$3.68\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$4.91\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              3 x NVIDIA L40S<\/td>\n                                                          <td>                              32 cores<\/td>\n                                                          <td>                              384 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$4.16\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$5.54\/h<\/b><\/td>\n                                                      <\/tr>\n                                              <\/tbody>\n\n                    <\/table>\n                  <\/div>\n                <\/div>\n\n                <div class=\"footer\">\n                  <p>GPU Server plans are billed by the starting hour. Monthly prices are estimates based on a 30-day month. Prices exclude any applicable <a href=\"https:\/\/upcloud.com\/resources\/tutorials\/vat-gst-international-businesses\/\">local taxes<\/a>.<\/p>\n<p>All plans include zero-cost egress,\u00a0<a href=\"https:\/\/upcloud.com\/fair-transfer-policy\">Fair Transfer Policy<\/a>\u00a0applies.<\/p>\n                <\/div>\n              <\/div>\n            <\/div>\n\n          \n        <\/div>\n              <div\n          class=\"tab-content\"\n          tabindex=\"0\"\n          role=\"tabpanel\"\n          id=\"nvidia-rtx-6000-tab\"\n          aria-labelledby=\"nvidia-rtx-6000\"\n          hidden=\"\"          >\n\n                      <div class=\"items\">\n              <div class=\"tabpanel-summary\">\n                <h3>GPU Servers with NVIDIA RTX PRO 6000<\/h3>\n\n                              <\/div>\n\n                              <div class=\"pricing-plan has-background-color-gradient-red-purple-diagonal\">\n                                      <div class=\"info-boxes\">\n                                              <div class=\"info-box\">\n                          <h4>\n                            GPUs                          <\/h4>\n\n                          <p>\n                            1 &#8211; 8 per server                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            CPU cores                          <\/h4>\n\n                          <p>\n                            16 &#8211; 128                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            Memory                          <\/h4>\n\n                          <p>\n                            80 &#8211; 640 GB                          <\/p>\n                        <\/div>\n                                          <\/div>\n                  \n                                      <div class=\"pricing-cta\">\n                      <div class=\"features\">\n                        <ul class=\"features-list\">\n                                                      <li>\n                              Premium AMD CPUs                            <\/li>\n                                                      <li>\n                              Up to 100k IOPS with MaxIOPS                            <\/li>\n                                                      <li>\n                              Choice of Block Storage                            <\/li>\n                                                  <\/ul>\n\n                        <ul class=\"features-list\">\n                                                      <li>\n                              1000 Mbps networking                            <\/li>\n                                                      <li>\n                              Zero egress fees                            <\/li>\n                                                      <li>\n                              99.999% SLA                            <\/li>\n                                                  <\/ul>\n                      <\/div>\n\n                      <div class=\"text-content\">\n                        <div class=\"item\">\n                                                      <p class=\"prefix\">\n                              Starting from                            <\/p>\n                          \n                                                      <p class=\"price\">\n                              $0.99\/hour                            <\/p>\n                          \n                                                  <\/div>\n\n                        <p class=\"button-wrapper\">\n                          <a class=\"button button-white\" href=\"https:\/\/signup.upcloud.com\/\">\n                            Sign up                          <\/a>\n                        <\/p>\n                      <\/div>\n                    <\/div>\n                                  <\/div>\n              \n              <div class=\"col col-table\">\n                \n                <div class=\"content-table\">\n                  <div class=\"content-table-inner\">\n                    <table class=\"is-scrollable \">\n\n                                              <thead>\n                          <tr>\n                                                          <th>GPU<\/th>\n                                                          <th>CPU cores<\/th>\n                                                          <th>RAM<\/th>\n                                                          <th>Spot Price<\/th>\n                                                          <th>Price<\/th>\n                                                      <\/tr>\n                        <\/thead>\n                      \n                      <tbody>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA RTX PRO 6000<\/td>\n                                                          <td>                              16 cores<\/td>\n                                                          <td>                              80 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$0.99\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.88\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA RTX PRO 6000<\/td>\n                                                          <td>                              32 cores<\/td>\n                                                          <td>                              160 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$1.98\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$3.76\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              4 x NVIDIA RTX PRO 6000<\/td>\n                                                          <td>                              64 cores<\/td>\n                                                          <td>                              320 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$3.97\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$7.52\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              8 x NVIDIA RTX PRO 6000<\/td>\n                                                          <td>                              128 cores<\/td>\n                                                          <td>                              640 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$7.93\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$15.05\/h<\/b><\/td>\n                                                      <\/tr>\n                                              <\/tbody>\n\n                    <\/table>\n                  <\/div>\n                <\/div>\n\n                <div class=\"footer\">\n                  <p>GPU Server plans are billed by the starting hour. Monthly prices are estimates based on a 30-day month. Prices exclude any applicable <a href=\"https:\/\/upcloud.com\/resources\/tutorials\/vat-gst-international-businesses\/\">local taxes<\/a>.<\/p>\n<p>All plans include zero-cost egress,\u00a0<a href=\"https:\/\/upcloud.com\/fair-transfer-policy\">Fair Transfer Policy<\/a>\u00a0applies.<\/p>\n                <\/div>\n              <\/div>\n            <\/div>\n\n          \n        <\/div>\n              <div\n          class=\"tab-content\"\n          tabindex=\"0\"\n          role=\"tabpanel\"\n          id=\"nvidia-h100-tab\"\n          aria-labelledby=\"nvidia-h100\"\n          hidden=\"\"          >\n\n                      <div class=\"items\">\n              <div class=\"tabpanel-summary\">\n                <h3>GPU Servers with NVIDIA H100<\/h3>\n\n                                  <div class=\"items\">\n                    <div class=\"item\">\n                      <h4>New H100 GPU Server pricing listed here starting from October 20th<\/h4>\n<h4><a href=\"https:\/\/upcloud.com\/global\/pricing\/#gpu-servers\">Current prices here<\/a><\/h4>\n                    <\/div>\n\n                                      <\/div>\n                              <\/div>\n\n                              <div class=\"pricing-plan has-background-color-gradient-red-purple-diagonal\">\n                                      <div class=\"info-boxes\">\n                                              <div class=\"info-box\">\n                          <h4>\n                            GPUs                          <\/h4>\n\n                          <p>\n                            1 &#8211; 8 per server                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            CPU cores                          <\/h4>\n\n                          <p>\n                            12 &#8211; 96                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            Memory                          <\/h4>\n\n                          <p>\n                            240 \u2013 1920 GB                          <\/p>\n                        <\/div>\n                                          <\/div>\n                  \n                                      <div class=\"pricing-cta\">\n                      <div class=\"features\">\n                        <ul class=\"features-list\">\n                                                      <li>\n                              Premium Intel CPUs                            <\/li>\n                                                      <li>\n                              Up to 100k IOPS with MaxIOPS                            <\/li>\n                                                      <li>\n                              Choice of Block Storage                            <\/li>\n                                                  <\/ul>\n\n                        <ul class=\"features-list\">\n                                                      <li>\n                              1000 Mbps networking                            <\/li>\n                                                      <li>\n                              Zero egress fees                            <\/li>\n                                                      <li>\n                              99.999% SLA                            <\/li>\n                                                  <\/ul>\n                      <\/div>\n\n                      <div class=\"text-content\">\n                        <div class=\"item\">\n                                                      <p class=\"prefix\">\n                              Starting from                            <\/p>\n                          \n                                                      <p class=\"price\">\n                              $2.06\/hour                            <\/p>\n                          \n                                                  <\/div>\n\n                        <p class=\"button-wrapper\">\n                          <a class=\"button button-white\" href=\"https:\/\/signup.upcloud.com\/\">\n                            Sign up                          <\/a>\n                        <\/p>\n                      <\/div>\n                    <\/div>\n                                  <\/div>\n              \n              <div class=\"col col-table\">\n                \n                <div class=\"content-table\">\n                  <div class=\"content-table-inner\">\n                    <table class=\"is-scrollable \">\n\n                                              <thead>\n                          <tr>\n                                                          <th>GPU<\/th>\n                                                          <th>CPU cores<\/th>\n                                                          <th>RAM<\/th>\n                                                          <th>Spot Price<\/th>\n                                                          <th>Price<\/th>\n                                                      <\/tr>\n                        <\/thead>\n                      \n                      <tbody>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA H100<\/td>\n                                                          <td>                              12 cores<\/td>\n                                                          <td>                              240 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.06\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$2.50\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA H100<\/td>\n                                                          <td>                              24 cores<\/td>\n                                                          <td>                              480 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$4.12\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$4.99\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              4 x NVIDIA H100<\/td>\n                                                          <td>                              48 cores<\/td>\n                                                          <td>                              960 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$8.23\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$9.98\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              8 x NVIDIA H100<\/td>\n                                                          <td>                              96 cores<\/td>\n                                                          <td>                              1920 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$16.47\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$19.96\/h<\/b><\/td>\n                                                      <\/tr>\n                                              <\/tbody>\n\n                    <\/table>\n                  <\/div>\n                <\/div>\n\n                <div class=\"footer\">\n                  <p>GPU Server plans are billed by the starting hour. Monthly prices are estimates based on a 30-day month. Prices exclude any applicable <a href=\"https:\/\/upcloud.com\/resources\/tutorials\/vat-gst-international-businesses\/\">local taxes<\/a>.<\/p>\n<p>All plans include zero-cost egress,\u00a0<a href=\"https:\/\/upcloud.com\/fair-transfer-policy\">Fair Transfer Policy<\/a>\u00a0applies.<\/p>\n                <\/div>\n              <\/div>\n            <\/div>\n\n          \n        <\/div>\n              <div\n          class=\"tab-content\"\n          tabindex=\"0\"\n          role=\"tabpanel\"\n          id=\"nvidia-b200-tab\"\n          aria-labelledby=\"nvidia-b200\"\n          hidden=\"\"          >\n\n                      <div class=\"items\">\n              <div class=\"tabpanel-summary\">\n                <h3>GPU Servers with NVIDIA B200<\/h3>\n\n                                  <div class=\"items\">\n                    <div class=\"item\">\n                      <h4>New B200 GPU Server pricing listed here starting from October 20th<\/h4>\n<h4><a href=\"https:\/\/upcloud.com\/global\/pricing\/#gpu-servers\">Current prices here<\/a><\/h4>\n                    <\/div>\n\n                                      <\/div>\n                              <\/div>\n\n                              <div class=\"pricing-plan has-background-color-gradient-red-purple-diagonal\">\n                                      <div class=\"info-boxes\">\n                                              <div class=\"info-box\">\n                          <h4>\n                            GPUs                          <\/h4>\n\n                          <p>\n                            1 &#8211; 8 per server                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            CPU cores                          <\/h4>\n\n                          <p>\n                            24 &#8211; 192                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            Memory                          <\/h4>\n\n                          <p>\n                            240 &#8211; 1920 GB                          <\/p>\n                        <\/div>\n                                          <\/div>\n                  \n                                      <div class=\"pricing-cta\">\n                      <div class=\"features\">\n                        <ul class=\"features-list\">\n                                                      <li>\n                              Premium Intel CPUs                            <\/li>\n                                                      <li>\n                              Up to 100k IOPS with MaxIOPS                            <\/li>\n                                                      <li>\n                              Choice of Block Storage                            <\/li>\n                                                  <\/ul>\n\n                        <ul class=\"features-list\">\n                                                      <li>\n                              1000 Mbps networking                            <\/li>\n                                                      <li>\n                              Zero egress fees                            <\/li>\n                                                      <li>\n                              99.999% SLA                            <\/li>\n                                                  <\/ul>\n                      <\/div>\n\n                      <div class=\"text-content\">\n                        <div class=\"item\">\n                                                      <p class=\"prefix\">\n                              Starting from                            <\/p>\n                          \n                                                      <p class=\"price\">\n                              $4.23\/hour                            <\/p>\n                          \n                                                  <\/div>\n\n                        <p class=\"button-wrapper\">\n                          <a class=\"button button-white\" href=\"https:\/\/signup.upcloud.com\/\">\n                            Sign up                          <\/a>\n                        <\/p>\n                      <\/div>\n                    <\/div>\n                                  <\/div>\n              \n              <div class=\"col col-table\">\n                \n                <div class=\"content-table\">\n                  <div class=\"content-table-inner\">\n                    <table class=\"is-scrollable \">\n\n                                              <thead>\n                          <tr>\n                                                          <th>GPU<\/th>\n                                                          <th>CPU cores<\/th>\n                                                          <th>RAM<\/th>\n                                                          <th>Spot Price<\/th>\n                                                          <th>Price<\/th>\n                                                      <\/tr>\n                        <\/thead>\n                      \n                      <tbody>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA B200<\/td>\n                                                          <td>                              24 cores<\/td>\n                                                          <td>                              240 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$4.23\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$6.05\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA B200<\/td>\n                                                          <td>                              48 cores<\/td>\n                                                          <td>                              480 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$8.47\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$12.10\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              4 x NVIDIA B200<\/td>\n                                                          <td>                              96 cores<\/td>\n                                                          <td>                              960 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$16.94\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$24.20\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              8 x NVIDIA B200<\/td>\n                                                          <td>                              192 cores<\/td>\n                                                          <td>                              1920 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$33.87\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$48.40\/h<\/b><\/td>\n                                                      <\/tr>\n                                              <\/tbody>\n\n                    <\/table>\n                  <\/div>\n                <\/div>\n\n                <div class=\"footer\">\n                  <p>GPU Server plans are billed by the starting hour. Monthly prices are estimates based on a 30-day month. Prices exclude any applicable <a href=\"https:\/\/upcloud.com\/resources\/tutorials\/vat-gst-international-businesses\/\">local taxes<\/a>.<\/p>\n<p>All plans include zero-cost egress,\u00a0<a href=\"https:\/\/upcloud.com\/fair-transfer-policy\">Fair Transfer Policy<\/a>\u00a0applies.<\/p>\n                <\/div>\n              <\/div>\n            <\/div>\n\n          \n        <\/div>\n              <div\n          class=\"tab-content\"\n          tabindex=\"0\"\n          role=\"tabpanel\"\n          id=\"nvidia-b300-tab\"\n          aria-labelledby=\"nvidia-b300\"\n          hidden=\"\"          >\n\n                      <div class=\"items\">\n              <div class=\"tabpanel-summary\">\n                <h3>GPU Servers with NVIDIA B300<\/h3>\n\n                              <\/div>\n\n                              <div class=\"pricing-plan has-background-color-gradient-red-purple-diagonal\">\n                                      <div class=\"info-boxes\">\n                                              <div class=\"info-box\">\n                          <h4>\n                            GPUs                          <\/h4>\n\n                          <p>\n                            1 &#8211; 8 per server                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            CPU cores                          <\/h4>\n\n                          <p>\n                            28 &#8211; 224                          <\/p>\n                        <\/div>\n                                              <div class=\"info-box\">\n                          <h4>\n                            Memory                          <\/h4>\n\n                          <p>\n                            240 &#8211; 1920 GB                          <\/p>\n                        <\/div>\n                                          <\/div>\n                  \n                                      <div class=\"pricing-cta\">\n                      <div class=\"features\">\n                        <ul class=\"features-list\">\n                                                      <li>\n                              Premium Intel CPUs                            <\/li>\n                                                      <li>\n                              Up to 100k IOPS with MaxIOPS                            <\/li>\n                                                      <li>\n                              Choice of Block Storage                            <\/li>\n                                                  <\/ul>\n\n                        <ul class=\"features-list\">\n                                                      <li>\n                              1000 Mbps networking                            <\/li>\n                                                      <li>\n                              Zero egress fees                            <\/li>\n                                                      <li>\n                              99.999% SLA                            <\/li>\n                                                  <\/ul>\n                      <\/div>\n\n                      <div class=\"text-content\">\n                        <div class=\"item\">\n                                                      <p class=\"prefix\">\n                              Starting from                            <\/p>\n                          \n                                                      <p class=\"price\">\n                              $5.75\/hour                            <\/p>\n                          \n                                                  <\/div>\n\n                        <p class=\"button-wrapper\">\n                          <a class=\"button button-white\" href=\"https:\/\/signup.upcloud.com\/\">\n                            Sign up                          <\/a>\n                        <\/p>\n                      <\/div>\n                    <\/div>\n                                  <\/div>\n              \n              <div class=\"col col-table\">\n                \n                <div class=\"content-table\">\n                  <div class=\"content-table-inner\">\n                    <table class=\"is-scrollable \">\n\n                                              <thead>\n                          <tr>\n                                                          <th>GPU<\/th>\n                                                          <th>CPU cores<\/th>\n                                                          <th>RAM<\/th>\n                                                          <th>Spot Price<\/th>\n                                                          <th>Price<\/th>\n                                                      <\/tr>\n                        <\/thead>\n                      \n                      <tbody>\n                                                  <tr>\n                                                          <td>                              1 x NVIDIA B300<\/td>\n                                                          <td>                              28 cores<\/td>\n                                                          <td>                              240 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$5.75\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$7.67\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              2 x NVIDIA B300<\/td>\n                                                          <td>                              56 cores<\/td>\n                                                          <td>                              480 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$11.51\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$15.34\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              4 x NVIDIA B300<\/td>\n                                                          <td>                              112 cores<\/td>\n                                                          <td>                              960 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$23.01\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$30.68\/h<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              8 x NVIDIA B300<\/td>\n                                                          <td>                              224 cores<\/td>\n                                                          <td>                              1920 GB\t<\/td>\n                                                          <td class=\"price-cell\">                              <b>$46.02\/h<\/b><\/td>\n                                                          <td class=\"price-cell\">                              <b>$61.36\/h<\/b><\/td>\n                                                      <\/tr>\n                                              <\/tbody>\n\n                    <\/table>\n                  <\/div>\n                <\/div>\n\n                <div class=\"footer\">\n                  <p>GPU Server plans are billed by the starting hour. Monthly prices are estimates based on a 30-day month. Prices exclude any applicable <a href=\"https:\/\/upcloud.com\/resources\/tutorials\/vat-gst-international-businesses\/\">local taxes<\/a>.<\/p>\n<p>All plans include zero-cost egress,\u00a0<a href=\"https:\/\/upcloud.com\/fair-transfer-policy\">Fair Transfer Policy<\/a>\u00a0applies.<\/p>\n                <\/div>\n              <\/div>\n            <\/div>\n\n          \n        <\/div>\n          <\/div>\n\n    \n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-image-content has-background-color-gray-50\">\n  <div class=\"container\">\n    <div class=\"items image-right column-layout-balanced align-center\">\n              <div class=\"item text-flow\">\n                      <p class=\"kicker\">\n              Predictable Pricing. Guaranteed Availability.            <\/p>\n          \n                      <h2>\n              Secure Your GPU Capacity            <\/h2>\n          \n                      <div class=\"body-text\">\n              <p>Guarantee your public GPU access and lock in stable pricing with reservations of 3 months or more.<\/p>\n<p>Lock in the public GPU resources you need to scale<\/p>\n            <\/div>\n          \n          \n          \n                      <p class=\"button-wrapper\">\n              <a href=\"https:\/\/upcloud.com\/global\/contact\/#sales\" class=\"button\">\n                Contact Sales              <\/a>\n            <\/p>\n          \n          \n        <\/div>\n      \n              <div class=\"item media-flow\">\n                      <div class=\"image\">\n                  <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/gaming-assets-and-software-distribution-dark_2x.png\" srcset=\"https:\/\/upcloud.com\/media\/gaming-assets-and-software-distribution-dark_2x-300x219.png 300w, https:\/\/upcloud.com\/media\/gaming-assets-and-software-distribution-dark_2x-1024x749.png 1024w, https:\/\/upcloud.com\/media\/gaming-assets-and-software-distribution-dark_2x-768x562.png 768w, https:\/\/upcloud.com\/media\/gaming-assets-and-software-distribution-dark_2x.png 1370w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1370\" height=\"1002\">\n                <\/div>\n          \n                  <\/div>\n          <\/div>\n\n\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-icon-content-columns has-background-color-brand-black\">\n  <div class=\"container\">\n\n          <header class=\"block-header has-centered-text\">\n\n        <div class=\"text-flow\">\n\n          \n                      <h2>\n              Deploy GPUs on Private Dedicated Hardware            <\/h2>\n          \n          \n        <\/div>\n\n            \n      <\/header>\n          \n    <div class=\"items fluid items-two\">\n\n              \n<div class=\"box has-border has-gradient-border icon-heading-inline\">\n\n  \n          <p class=\"kicker\">\n        Deploy NVIDIA L4, L40S, RTX 6000, H100 &amp; B200, B300 GPUs from our Helsinki data center      <\/p>\n    \n          <header>\n        \n                  <h3>\n            AI-ready Dedicated Private Cloud GPUs          <\/h3>\n              <\/header>\n    \n          <div class=\"box-body\">\n        <p>Experience exceptional performance across a range of demanding applications with our GPU Servers, from generative AI, LLM inference, and AI model training to 3D rendering and video processing.<\/p>\n      <\/div>\n    \n  \n      <footer>\n\n      \n      <p class=\"button-wrapper\">\n        <a href=\"https:\/\/upcloud.com\/global\/products\/private-cloud-gpus\/\" class=\"button button-ghost-purple\">Discover Private Cloud GPUs<\/a>\n      <\/p>\n\n          <\/footer>\n  \n<\/div>\n              \n<div class=\"box has-border has-gradient-border icon-heading-inline\">\n\n  \n          <p class=\"kicker\">\n        Deploy NVIDIA B200 and B300 infrastructure in our flagship Nordic AI data center      <\/p>\n    \n          <header>\n        \n                  <h3>\n            Dedicated GPU Clusters for organizations building at scale          <\/h3>\n              <\/header>\n    \n          <div class=\"box-body\">\n        <p>Reserve Dedicated GPU Cluster capacity in 8-, 16-, 32- or 64-node configurations, with InfiniBand-enabled clustering, flexible commercial terms, and delivery from December 2026.<\/p>\n      <\/div>\n    \n  \n      <footer>\n\n      \n      <p class=\"button-wrapper\">\n        <a href=\"https:\/\/upcloud.com\/global\/solutions\/dedicated-gpu-clusters\/\" class=\"button button-ghost-purple\">Discover Dedicated GPU Clusters<\/a>\n      <\/p>\n\n          <\/footer>\n  \n<\/div>\n      \n    <\/div>\n    \n  <\/div>\n<\/section>\n\n\n\n<section id=\"specs\" class=\"block block-pricing block-pricing-table has-background-color-brand-black\" id=\"\">\n  <div class=\"container\">\n\n          <h2>Compare GPU models<\/h2>\n    \n    \n    <div class=\"tabpanels\">\n              <div\n          class=\"tab-content\"\n          tabindex=\"0\"\n          role=\"tabpanel\"\n          id=\"gpu-model-specifications-tab\"\n          aria-labelledby=\"gpu-model-specifications\"\n                    >\n\n                      <div class=\"items\">\n              <div class=\"tabpanel-summary\">\n                <h3>GPU Model Specifications<\/h3>\n\n                                  <div class=\"items\">\n                    <div class=\"item\">\n                      <p>UpCloud GPU Servers offer a range of GPU models with the unique ability to scale the server and GPUs as needed.<br \/>\nStart with a smaller card for development purposes, then migrate to use more powerful cards for production use, or vice-versa, all without needing to reinstalling the server or losing any data.<br \/>\nIt&#8217;s as easy as shutting down the server, changing the plan and powering the server back up again!<\/p>\n                    <\/div>\n\n                                      <\/div>\n                              <\/div>\n\n              \n              <div class=\"col col-table\">\n                \n                <div class=\"content-table\">\n                  <div class=\"content-table-inner\">\n                    <table class=\"is-scrollable dark-mode\">\n\n                                              <thead>\n                          <tr>\n                                                          <th><\/th>\n                                                          <th>NVIDIA L4<\/th>\n                                                          <th>NVIDIA L40S<\/th>\n                                                          <th>NVIDIA RTX PRO 6000 Blackwell Server Edition<\/th>\n                                                          <th>NVIDIA H100<\/th>\n                                                          <th>NVIDIA B200<\/th>\n                                                          <th>NVIDIA B300<\/th>\n                                                      <\/tr>\n                        <\/thead>\n                      \n                      <tbody>\n                                                  <tr>\n                                                          <td>                              <b>Primary use case<\/b><\/td>\n                                                          <td>                              Energy-efficient accelerator for AI inference, <br>video transcoding, graphics\/VDI <br>and edge deployments<\/td>\n                                                          <td>                              Multi-workload \u201cuniversal\u201d GPU \u2013 GenAI,<br> LLM training &amp; inference, 3D graphics, <br>rendering, video<\/td>\n                                                          <td>                              Agentic and generative AI, <br> 3D rendering, visual computing, <br>video processing, scientific computing <br>and data analytics<\/td>\n                                                          <td>                              High-traffic inference, <br>massive batch processing <br>and large-model training<\/td>\n                                                          <td>                              Trillion-parameter model inference,<br> model training, running complex<br> models in real-time<\/td>\n                                                          <td>                              Advanced AI reasoning, large-scale <br>model training and inference, <br>agentic and multimodal AI, HPC <br>and AI factory workloads<\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              <b>Architecture<\/b><\/td>\n                                                          <td>                              Ada Lovelace<\/td>\n                                                          <td>                              Ada Lovelace<\/td>\n                                                          <td>                              Blackwell<\/td>\n                                                          <td>                              Hopper<\/td>\n                                                          <td>                              Blackwell<\/td>\n                                                          <td>                              Blackwell <b>Ultra<\/b><\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              <b>GPU Memory<\/b><\/td>\n                                                          <td>                              24GB GDDR6<\/td>\n                                                          <td>                              48GB GDDR6<\/td>\n                                                          <td>                              96GB GDDR7<\/td>\n                                                          <td>                              80GB HBM3e<\/td>\n                                                          <td>                              180GB HBM3e<\/td>\n                                                          <td>                              288GB HBM3e<\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              <b>Memory Bandwidth<\/b><\/td>\n                                                          <td>                              300GB\/s<\/td>\n                                                          <td>                              864GB\/s<\/td>\n                                                          <td>                              1.6TB\/s<\/td>\n                                                          <td>                              3.35TB\/s<\/td>\n                                                          <td>                              8.0TB\/s<\/td>\n                                                          <td>                              8.0TB\/s<\/td>\n                                                      <\/tr>\n                                                  <tr>\n                                                          <td>                              <b>Peak compute<\/b><\/td>\n                                                          <td>                              FP32 30.3 TFLOPS <br>FP8 Tensor 0.48 PFLOPS<\/td>\n                                                          <td>                              FP32 91.6 TFLOPS<br>FP8 Tensor 1.46 PFLOPS<\/td>\n                                                          <td>                              FP32 120 TFLOPS <br>\nFP8 Tensor 2.00 PFLOPS<\/td>\n                                                          <td>                              FP32 67 TFLOPS<br>\nFP8 Tensor 3.90 PFLOPS<\/td>\n                                                          <td>                              FP32 74.45 TFLOPS<br>\nFP8 Tensor 9.00 PFLOPS<\/td>\n                                                          <td>                              FP8 Tensor 9.00 PFLOPS<br>\nFP4 Tensor 18.00 PFLOPS<\/td>\n                                                      <\/tr>\n                                              <\/tbody>\n\n                    <\/table>\n                  <\/div>\n                <\/div>\n\n                <div class=\"footer\">\n                                  <\/div>\n              <\/div>\n            <\/div>\n\n          \n        <\/div>\n          <\/div>\n\n    \n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-image-content has-background-color-brand-black\">\n  <div class=\"container\">\n    <div class=\"items image-right column-layout-balanced align-center\">\n              <div class=\"item text-flow\">\n          \n                      <h2>\n              Accelerate your most demanding tasks with ease            <\/h2>\n          \n                      <div class=\"body-text\">\n              <p>With UpCloud&#8217;s usage-based GPU billing, you only pay for <b>active compute time<\/b>. This allows for precise scaling of resources, eliminating costs for idle infrastructure. It&#8217;s ideal for teams seeking high-end GPUs without long-term commitments.<\/p>\n<p>Experience the power of <strong>NVIDIA<\/strong>\u00a0GPUs!<\/p>\n            <\/div>\n          \n          \n          \n                      <p class=\"button-wrapper\">\n              <a href=\"#plans\" class=\"button\">\n                Choose your plan              <\/a>\n            <\/p>\n          \n          \n        <\/div>\n      \n              <div class=\"item media-flow\">\n                      <div class=\"image\">\n                  <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/gpu-servers-gray.png\" srcset=\"https:\/\/upcloud.com\/media\/gpu-servers-gray-300x219.png 300w, https:\/\/upcloud.com\/media\/gpu-servers-gray.png 685w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"685\" height=\"500\">\n                <\/div>\n          \n                  <\/div>\n          <\/div>\n\n\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-icon-content-columns has-background-color-brand-black\">\n  <div class=\"container\">\n\n          <header class=\"block-header has-centered-text\">\n\n        <div class=\"text-flow\">\n\n                      <p class=\"kicker\" aria-describedby=\"multi-workload-acceleration\">\n              Built for modern demands            <\/p>\n          \n                      <h2>\n              Multi-workload acceleration            <\/h2>\n          \n          \n        <\/div>\n\n            \n      <\/header>\n          \n    <div class=\"items fluid items-three\">\n\n              \n<div class=\"box has-border has-gradient-border icon-heading-inline\">\n\n  \n    \n          <header>\n        <svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M6.5 10V8H34.5V27H6.5V14.03H8.5V25H32.5V10H6.5ZM19.3808 21.4898L15.0508 17.1598L16.4608 15.7398L19.3808 18.6598L24.5408 13.5098L25.9508 14.9198L19.3808 21.4898ZM14 31V33H27V31H14Z\" fill=\"url(#paint0_linear_3008_11646)\"\/><defs><linearGradient id=\"paint0_linear_3008_11646\" x1=\"34.5\" y1=\"32.9979\" x2=\"6.5\" y2=\"32.9979\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n                  <h3>\n            Render, analyze &amp; transform          <\/h3>\n              <\/header>\n    \n          <div class=\"box-body\">\n        <p>Supercharge your visual data workflows. From high-resolution video transcoding and analysis to advanced image recognition and manipulation, these GPUs provide the massive parallel processing power for demanding media tasks, accelerating production and enabling new creative possibilities.<\/p>\n      <\/div>\n    \n  \n  \n<\/div>\n              \n<div class=\"box has-border has-gradient-border icon-heading-inline\">\n\n  \n    \n          <header>\n        <svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M26.1287 9.36375C30.3687 13.6038 30.6087 20.3738 26.7987 24.8838L34.4688 32.5538L33.0588 33.9638L23.9688 24.8738C24.2288 24.6638 24.4788 24.4538 24.7188 24.2138C24.9587 23.9738 25.1788 23.7238 25.3888 23.4738C28.3988 19.7538 28.1787 14.2438 24.7188 10.7838C21.0087 7.07375 14.9788 7.08375 11.2788 10.7838C7.57875 14.4838 7.56875 20.5138 11.2788 24.2238C13.8488 26.7938 17.7388 27.6838 21.1688 26.4638L21.8288 28.3538C17.6788 29.8138 12.9788 28.7537 9.86875 25.6338C5.37875 21.1438 5.37875 13.8538 9.85875 9.36375C14.3388 4.87375 21.6388 4.88375 26.1287 9.36375Z\" fill=\"url(#paint0_linear_3008_11701)\"\/><defs><linearGradient id=\"paint0_linear_3008_11701\" x1=\"34.4687\" y1=\"33.9614\" x2=\"6.5\" y2=\"33.9614\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n                  <h3>\n            Instant insights          <\/h3>\n              <\/header>\n    \n          <div class=\"box-body\">\n        <p>Unlock real-time insights with our NVIDIA GPUs. Significantly accelerate the deployment of trained machine learning models, delivering low-latency inference for faster, more responsive AI-driven experiences.<\/p>\n      <\/div>\n    \n  \n  \n<\/div>\n              \n<div class=\"box has-border has-gradient-border icon-heading-inline\">\n\n  \n    \n          <header>\n        <svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M28.3625 17.51C24.9825 17.51 22.2225 20.26 22.2225 23.65H24.2525C24.2525 21.39 26.0925 19.54 28.3625 19.54C30.6325 19.54 32.4725 21.38 32.4725 23.65C32.4725 25.92 30.6325 27.76 28.3625 27.76H15.8925C13.9225 27.76 12.0725 26.99 10.6825 25.6C7.8125 22.73 7.8125 18.06 10.6825 15.18C13.5525 12.31 18.2325 12.31 21.1025 15.18C21.5925 15.67 21.9925 16.22 22.3225 16.81C22.8325 16.36 23.3925 15.97 24.0025 15.64C23.6025 14.95 23.1125 14.31 22.5425 13.74C18.8725 10.08 12.9125 10.09 9.2525 13.75C5.5825 17.41 5.5825 23.37 9.2525 27.03C11.0125 28.79 13.3425 29.76 15.8325 29.78H28.3725C31.7525 29.78 34.5125 27.03 34.5125 23.64C34.5125 20.25 31.7625 17.5 28.3725 17.5L28.3625 17.51Z\" fill=\"url(#paint0_linear_3008_11893)\"\/><defs><linearGradient id=\"paint0_linear_3008_11893\" x1=\"34.5125\" y1=\"29.7785\" x2=\"6.5\" y2=\"29.7785\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n                  <h3>\n            Smarter language, fast!          <\/h3>\n              <\/header>\n    \n          <div class=\"box-body\">\n        <p>Accelerate the understanding and generation of human language. These GPUs significantly speed up natural language processing (NLP) tasks like sentiment analysis, text summarization, and conversational AI, empowering you to build more sophisticated and efficient language-based applications faster.<\/p>\n      <\/div>\n    \n  \n  \n<\/div>\n      \n    <\/div>\n    \n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-image-content has-background-color-brand-black\">\n  <div class=\"container\">\n    <div class=\"items image-right column-layout-balanced \">\n              <div class=\"item text-flow\">\n                      <p class=\"kicker\">\n              No signup required            <\/p>\n          \n                      <h2>\n              Experience High-Performance Cloud in Action            <\/h2>\n          \n                      <div class=\"body-text\">\n              <p>Instant access to our live demo. No signup. No commitment.<\/p>\n<ul class=\"wysiwyg\">\n<li>Interactive sandbox environment<\/li>\n<li>5th Gen AMD EPYC demo nodes<\/li>\n<li>Real-world workload examples<\/li>\n<li>Runs instantly in your browser<\/li>\n<\/ul>\n            <\/div>\n          \n          \n          \n                      <p class=\"button-wrapper\">\n              <a href=\"http:\/\/demo.upcloud.com\/?currency=USD\" class=\"button\">\n                TRY LIVE DEMO NOW              <\/a>\n            <\/p>\n          \n          \n        <\/div>\n      \n              <div class=\"item media-flow\">\n                      <div class=\"image\">\n                  <img decoding=\"async\" loading=\"lazy\"\n      alt=\"UpCloud Control Panel demo\"\n      src=\"https:\/\/upcloud.com\/media\/upcloud-control-panel-demo.gif\"\n                    width=\"1372\"\n        height=\"1074\"\n                      \/>\n                <\/div>\n          \n                  <\/div>\n          <\/div>\n\n\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-image-content has-background-color-brand-black\">\n  <div class=\"container\">\n    <div class=\"items image-left column-layout-balanced align-center\">\n              <div class=\"item text-flow\">\n          \n                      <h2>\n              Your own AI sandbox, ready in minutes.            <\/h2>\n          \n                      <div class=\"body-text\">\n              <p>Our new tutorial shows you how to spin up an UpCloud GPU and run powerful open-weight models like <strong>Mistral-7B with Ollama<\/strong>. Go from deployment to inference on your own private, high-performance server.<\/p>\n            <\/div>\n          \n          \n          \n                      <p class=\"button-wrapper\">\n              <a href=\"https:\/\/upcloud.com\/global\/resources\/tutorials\/running-llms-on-upcloud-gpus-with-ollama\/\" class=\"button\">\n                Read the Tutorial              <\/a>\n            <\/p>\n          \n          \n        <\/div>\n      \n              <div class=\"item media-flow\">\n                      <div class=\"image\">\n                  <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Easy-Setup-gray@2x.png\" srcset=\"https:\/\/upcloud.com\/media\/Easy-Setup-gray@2x-300x219.png 300w, https:\/\/upcloud.com\/media\/Easy-Setup-gray@2x-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Easy-Setup-gray@2x-768x561.png 768w, https:\/\/upcloud.com\/media\/Easy-Setup-gray@2x.png 1370w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1370\" height=\"1000\">\n                <\/div>\n          \n                  <\/div>\n          <\/div>\n\n\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-cta is-content-side has-background-image has-background-color- \">\n  <div class=\"container\">\n    <div class=\"wrapper-main\">\n\n              <div class=\"image image-background image-background-layer\">\n              <img decoding=\"async\" class=\"wpsmartcrop-image\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/upcloud-hero-resources-desktop-bg.jpg\" srcset=\"https:\/\/upcloud.com\/media\/upcloud-hero-resources-desktop-bg.jpg 1680w, https:\/\/upcloud.com\/media\/upcloud-hero-resources-desktop-bg-1536x1189.jpg 1536w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1680\" height=\"1300\" style=\" object-position: 75.59% 59.70%;\" data-smartcrop-focus=\"[&quot;75.59&quot;,&quot;59.70&quot;]\">\n            <\/div>\n      \n      <h2>Develop AI without giving up control <\/h2>\n\n      <div class=\"wrapper-content\">\n        <p><span style=\"font-weight: 400\">With our GPU servers, you keep full control over your data, your models, and your infrastructure.<\/span><\/p>\n<p><strong>Privacy-first by design<\/strong>: Hosted in Finland, your AI workloads stay in GDPR-compliant data centers with strong jurisdictional protections.<\/p>\n<p><strong>Open-source aligned<\/strong>: Whether you\u2019re fine-tuning LLaMA, deploying open-source LLMs, or building on PyTorch etc, our infrastructure doesn\u2019t impose restrictions or hidden service layers.<\/p>\n<p><strong>No platform dependencies<\/strong>: Unlike hyperscalers, we don\u2019t force you into proprietary ML platforms or opaque orchestration layers.<\/p>\n\n        \n                <div class=\"cta-links\">\n                      <p class=\"button-wrapper\">\n              <a class=\"button button-white\" href=\"https:\/\/signup.upcloud.com\/\">\n                Sign up today              <\/a>\n            <\/p>\n          \n          \n                  <\/div>\n        \n      <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-image-content has-background-color-brand-black\">\n  <div class=\"container\">\n    <div class=\"items image-right column-layout-balanced align-center\">\n              <div class=\"item text-flow\">\n          \n                      <h2>\n              Sustainable media processing            <\/h2>\n          \n                      <div class=\"body-text\">\n              <p>Innovate responsibly. Our Helsinki data center routes excess heat generated from our GPUs directly into the city&#8217;s district heating network. This makes our GPU offering in Helsinki one of the most environmentally friendly options on the market, contributing to a greener future while powering your creative endeavors.<\/p>\n<p><b>Our Helsinki data center is powered by 100% renewables<\/b> and routes excess heat generated from our GPUs into the city&#8217;s district heating network. This makes our GPU offering in Helsinki one of the most environmentally friendly options on the market, contributing to a greener future while powering your AI.<\/p>\n            <\/div>\n          \n          \n          \n          \n          \n        <\/div>\n      \n              <div class=\"item media-flow\">\n                      <div class=\"image\">\n                  <img decoding=\"async\" loading=\"lazy\"\n      alt=\"100% renewable energy - Finland, Helsinki, UpCloud.com\"\n      src=\"https:\/\/upcloud.com\/media\/100-renewable-energy-fi-hel1.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/100-renewable-energy-fi-hel1-300x202.png 300w, https:\/\/upcloud.com\/media\/100-renewable-energy-fi-hel1-1024x688.png 1024w, https:\/\/upcloud.com\/media\/100-renewable-energy-fi-hel1-768x516.png 768w, https:\/\/upcloud.com\/media\/100-renewable-energy-fi-hel1-1536x1032.png 1536w, https:\/\/upcloud.com\/media\/100-renewable-energy-fi-hel1.png 1545w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1545\"\n        height=\"1038\"\n                      \/>\n                <\/div>\n          \n                  <\/div>\n          <\/div>\n\n\n  <\/div>\n<\/section>\n\n\n\n<section  class=\"block block-logo-carousel has-background-color-brand-black is-monochromatic   \">\n\n  \n    <div class=\"container\">\n\n              <h2>\n          10 000+ teams going global with UpCloud        <\/h2>\n      \n      <div class=\"items fluid\">\n                  <img decoding=\"async\" width=\"300\" height=\"75\" src=\"https:\/\/upcloud.com\/media\/UNICEF-300x75.png\" class=\"logo logo-46509\" alt=\"-\" loading=\"lazy\" srcset=\"https:\/\/upcloud.com\/media\/UNICEF-300x75.png 300w, https:\/\/upcloud.com\/media\/UNICEF-1024x256.png 1024w, https:\/\/upcloud.com\/media\/UNICEF-768x192.png 768w, https:\/\/upcloud.com\/media\/UNICEF-1536x384.png 1536w, https:\/\/upcloud.com\/media\/UNICEF-20x5.png 20w, https:\/\/upcloud.com\/media\/UNICEF.png 2000w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\">                  <img decoding=\"async\" width=\"300\" height=\"86\" src=\"https:\/\/upcloud.com\/media\/hosted-power-logo-1-2-300x86.png\" class=\"logo logo-12655\" alt=\"cloud provider\" loading=\"lazy\" srcset=\"https:\/\/upcloud.com\/media\/hosted-power-logo-1-2-300x86.png 300w, https:\/\/upcloud.com\/media\/hosted-power-logo-1-2-20x6.png 20w, https:\/\/upcloud.com\/media\/hosted-power-logo-1-2.png 555w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>                  <img decoding=\"async\" width=\"300\" height=\"119\" src=\"https:\/\/upcloud.com\/media\/Telia-Logo-1-300x119.png\" class=\"logo logo-42406\" alt=\"-\" loading=\"lazy\" srcset=\"https:\/\/upcloud.com\/media\/Telia-Logo-1-300x119.png 300w, https:\/\/upcloud.com\/media\/Telia-Logo-1-768x303.png 768w, https:\/\/upcloud.com\/media\/Telia-Logo-1-20x8.png 20w, https:\/\/upcloud.com\/media\/Telia-Logo-1.png 800w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\">                  <img decoding=\"async\" width=\"300\" height=\"80\" src=\"https:\/\/upcloud.com\/media\/Elastisys-logo_long_midnight-300x80.png\" class=\"logo logo-39217\" alt=\"Elastisys\" loading=\"lazy\" srcset=\"https:\/\/upcloud.com\/media\/Elastisys-logo_long_midnight-300x80.png 300w, https:\/\/upcloud.com\/media\/Elastisys-logo_long_midnight-768x204.png 768w, https:\/\/upcloud.com\/media\/Elastisys-logo_long_midnight-20x5.png 20w, https:\/\/upcloud.com\/media\/Elastisys-logo_long_midnight-e1739370468208.png 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>                  <img decoding=\"async\" width=\"300\" height=\"47\" src=\"https:\/\/upcloud.com\/media\/LeadDesk-logo-300x47.png\" class=\"logo logo-32074\" alt=\"LeadDesk logo\" loading=\"lazy\" srcset=\"https:\/\/upcloud.com\/media\/LeadDesk-logo-300x47.png 300w, https:\/\/upcloud.com\/media\/LeadDesk-logo-20x3.png 20w, https:\/\/upcloud.com\/media\/LeadDesk-logo.png 528w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>                  <img decoding=\"async\" width=\"300\" height=\"74\" src=\"https:\/\/upcloud.com\/media\/aiven-logo-2-300x74.png\" class=\"logo logo-25019\" alt=\"Aiven - Database in the cloud\" loading=\"lazy\" srcset=\"https:\/\/upcloud.com\/media\/aiven-logo-2-300x74.png 300w, https:\/\/upcloud.com\/media\/aiven-logo-2-768x190.png 768w, https:\/\/upcloud.com\/media\/aiven-logo-2-20x5.png 20w, https:\/\/upcloud.com\/media\/aiven-logo-2.png 928w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>              <\/div>\n\n      \n    <\/div>\n\n  \n<\/section>\n\n\n\n<section id=\"faq\" class=\"block block-accordion is-layout-two-column has-background-color-gray-50 has-panel-dividers\">\n  <div class=\"container\">\n    <div class=\"items\">\n\n      <div class=\"col\">\n                  <p class=\"prefix\">\n            GPU FAQ          <\/p>\n        \n                  <h2 class=\"\">\n            Frequently asked questions          <\/h2>\n        \n              <\/div>\n\n      <div class=\"wrapper\">\n        \n        <div class=\"accordion\" data-allow-toggle>\n                                <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"what-is-a-gpu-server\"\n                id=\"accordion-what-is-a-gpu-server\">\n                  <span class=\"accordion-title\">\n                    What is a GPU server?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"what-is-a-gpu-server\"\n              role=\"region\"\n              aria-labelledby=\"accordion-what-is-a-gpu-server\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">A GPU server is a<\/span><a href=\"https:\/\/upcloud.com\/global\/products\/cloud-servers\/\"> <span style=\"font-weight: 400\">cloud server<\/span><\/a><span style=\"font-weight: 400\"> equipped with a dedicated graphics processing unit alongside its CPU, memory and storage. While originally designed for rendering graphics, GPUs excel at parallel processing, performing thousands of calculations simultaneously. This makes them well suited to workloads like AI model training, machine learning inference, video transcoding and scientific computing, where the same operation runs across huge amounts of data at once.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"what-is-the-difference-between-a-gpu-server-and-a-regular-cloud-server\"\n                id=\"accordion-what-is-the-difference-between-a-gpu-server-and-a-regular-cloud-server\">\n                  <span class=\"accordion-title\">\n                    What is the difference between a GPU server and a regular cloud server?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"what-is-the-difference-between-a-gpu-server-and-a-regular-cloud-server\"\n              role=\"region\"\n              aria-labelledby=\"accordion-what-is-the-difference-between-a-gpu-server-and-a-regular-cloud-server\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">A regular cloud server relies on CPUs, which handle a wide range of tasks sequentially and are ideal for general workloads like web hosting, databases and applications. A GPU server adds a graphics processor with thousands of smaller cores built for parallel work. For tasks like training neural networks or processing video, a GPU can be orders of magnitude faster than a CPU alone. Many teams run both, using<\/span><a href=\"https:\/\/upcloud.com\/global\/products\/cloud-servers\/\"> <span style=\"font-weight: 400\">Cloud Servers<\/span><\/a><span style=\"font-weight: 400\"> for their applications and GPU Servers for compute-heavy jobs, connected over the same<\/span><a href=\"https:\/\/upcloud.com\/global\/products\/software-defined-networking\/\"> <span style=\"font-weight: 400\">private network<\/span><\/a><span style=\"font-weight: 400\">.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"what-are-gpu-servers-used-for\"\n                id=\"accordion-what-are-gpu-servers-used-for\">\n                  <span class=\"accordion-title\">\n                    What are GPU servers used for?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"what-are-gpu-servers-used-for\"\n              role=\"region\"\n              aria-labelledby=\"accordion-what-are-gpu-servers-used-for\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">Common uses include training and fine-tuning machine learning models, running inference for AI applications like chatbots and recommendation engines, video transcoding and streaming, 3D rendering, and scientific simulations. Generative AI has driven much of the recent demand, from serving large language models to image and video generation. See our<\/span><a href=\"https:\/\/upcloud.com\/global\/solutions\/ai-ml-gpu-server-solutions\/\"> <span style=\"font-weight: 400\">AI\/ML solutions<\/span><\/a><span style=\"font-weight: 400\"> and<\/span><a href=\"https:\/\/upcloud.com\/global\/solutions\/audio-video-gpu-servers\/\"> <span style=\"font-weight: 400\">Audio\/Video solutions<\/span><\/a><span style=\"font-weight: 400\"> pages for detail on specific workloads.A<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"do-i-need-a-gpu-server-to-run-ai-models\"\n                id=\"accordion-do-i-need-a-gpu-server-to-run-ai-models\">\n                  <span class=\"accordion-title\">\n                    Do I need a GPU server to run AI models?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"do-i-need-a-gpu-server-to-run-ai-models\"\n              role=\"region\"\n              aria-labelledby=\"accordion-do-i-need-a-gpu-server-to-run-ai-models\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">For small models and light experimentation, a CPU can be enough. But for training models of any real size, or serving inference at production speed, a GPU is effectively essential. Even running open-weight models like Llama or Mistral locally becomes impractical on CPU beyond the smallest sizes. A single L4 or L40S server is a sensible starting point for most inference workloads, and you can scale up from there. Our<\/span><a href=\"https:\/\/upcloud.com\/global\/resources\/tutorials\/running-llms-on-upcloud-gpus-with-ollama\/\"> <span style=\"font-weight: 400\">Ollama tutorial<\/span><\/a><span style=\"font-weight: 400\"> shows how to get a model running in under an hour.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"can-i-rent-a-gpu-server-by-the-hour\"\n                id=\"accordion-can-i-rent-a-gpu-server-by-the-hour\">\n                  <span class=\"accordion-title\">\n                    Can I rent a GPU server by the hour?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"can-i-rent-a-gpu-server-by-the-hour\"\n              role=\"region\"\n              aria-labelledby=\"accordion-can-i-rent-a-gpu-server-by-the-hour\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">Yes. GPU Servers are billed hourly with no long-term commitment, so you can spin one up for a training run and delete it when finished. For maximum savings on interruptible workloads, spot pricing offers the same hardware at a significant discount. Monthly costs are capped at 28 days of usage, so a server running all month never costs more than the listed monthly price.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"which-gpu-model-should-i-choose\"\n                id=\"accordion-which-gpu-model-should-i-choose\">\n                  <span class=\"accordion-title\">\n                    Which GPU model should I choose?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"which-gpu-model-should-i-choose\"\n              role=\"region\"\n              aria-labelledby=\"accordion-which-gpu-model-should-i-choose\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">It depends on the workload. The NVIDIA L4 is the most cost-effective option for AI inference, video transcoding and edge deployments. The L40S is a versatile all-rounder suited to generative AI, mid-scale model training and 3D rendering. The H100 handles high-traffic inference and large model training, while the B200 is built for the largest jobs, including trillion-parameter models. You can also switch between GPU models later by shutting down the server and changing the plan, so you are not locked into your first choice.<\/span><\/p>\n<p><span style=\"font-weight: 400\">For more guidance, see our<\/span><a href=\"https:\/\/upcloud.com\/global\/solutions\/ai-ml-gpu-server-solutions\/\"> <span style=\"font-weight: 400\">AI\/ML GPU solutions<\/span><\/a><span style=\"font-weight: 400\"> and<\/span><a href=\"https:\/\/upcloud.com\/global\/solutions\/audio-video-gpu-servers\/\"> <span style=\"font-weight: 400\">Audio\/Video GPU solutions<\/span><\/a><span style=\"font-weight: 400\"> pages.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"where-are-your-gpu-servers-hosted\"\n                id=\"accordion-where-are-your-gpu-servers-hosted\">\n                  <span class=\"accordion-title\">\n                    Where are your GPU Servers hosted?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"where-are-your-gpu-servers-hosted\"\n              role=\"region\"\n              aria-labelledby=\"accordion-where-are-your-gpu-servers-hosted\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">All GPU Server plans run in our data center in Helsinki, Finland. The facility is powered entirely by renewable energy and recovers up to 90% of waste heat, which is fed into Helsinki&#8217;s district heating network. Read more about our approach on the<\/span><a href=\"https:\/\/upcloud.com\/global\/solutions\/european-cloud\/\"> <span style=\"font-weight: 400\">EU Sovereign Cloud<\/span><\/a><span style=\"font-weight: 400\"> page or explore our<\/span><a href=\"https:\/\/upcloud.com\/global\/data-centers\/\"> <span style=\"font-weight: 400\">data centers<\/span><\/a><span style=\"font-weight: 400\">.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"how-quickly-can-i-get-started-deploy-a-gpu\"\n                id=\"accordion-how-quickly-can-i-get-started-deploy-a-gpu\">\n                  <span class=\"accordion-title\">\n                    How quickly can I get started\/ deploy a GPU?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"how-quickly-can-i-get-started-deploy-a-gpu\"\n              role=\"region\"\n              aria-labelledby=\"accordion-how-quickly-can-i-get-started-deploy-a-gpu\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">GPU Servers deploy in just a few minutes through the control panel or<\/span><a href=\"https:\/\/developers.upcloud.com\/\"> <span style=\"font-weight: 400\">API<\/span><\/a><span style=\"font-weight: 400\">. Our AI\/ML-ready Ubuntu template comes with NVIDIA drivers and tooling pre-installed, so you can go from deployment to running workloads without manual setup. If you want a practical walkthrough, our tutorial on<\/span><a href=\"https:\/\/upcloud.com\/global\/resources\/tutorials\/running-llms-on-upcloud-gpus-with-ollama\/\"> <span style=\"font-weight: 400\">running LLMs with Ollama<\/span><\/a><span style=\"font-weight: 400\"> takes you from a fresh server to inference on an open-weight model.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"do-gpu-servers-work-with-kubernetes\"\n                id=\"accordion-do-gpu-servers-work-with-kubernetes\">\n                  <span class=\"accordion-title\">\n                    Do GPU Servers work with Kubernetes?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"do-gpu-servers-work-with-kubernetes\"\n              role=\"region\"\n              aria-labelledby=\"accordion-do-gpu-servers-work-with-kubernetes\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">GPU Servers can be attached to your infrastructure alongside our other products and connected over<\/span><a href=\"https:\/\/upcloud.com\/global\/products\/software-defined-networking\/\"> <span style=\"font-weight: 400\">SDN private networks<\/span><\/a><span style=\"font-weight: 400\">. If you are orchestrating containerised workloads, see<\/span><a href=\"https:\/\/upcloud.com\/global\/products\/managed-kubernetes\/\"> <span style=\"font-weight: 400\">Managed Kubernetes<\/span><\/a><span style=\"font-weight: 400\"> for running clusters alongside your GPU capacity.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"do-i-need-to-install-nvidia-drivers-myself\"\n                id=\"accordion-do-i-need-to-install-nvidia-drivers-myself\">\n                  <span class=\"accordion-title\">\n                    Do I need to install NVIDIA drivers myself?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"do-i-need-to-install-nvidia-drivers-myself\"\n              role=\"region\"\n              aria-labelledby=\"accordion-do-i-need-to-install-nvidia-drivers-myself\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">By using our AI\/ML-ready GPU Ubuntu template, the necessary NVIDIA drivers are pre-installed. If you choose another operating system, you will need to manually install the appropriate NVIDIA drivers and CUDA toolkit to enable GPU functionality.Q<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"do-i-pay-for-data-transfer-at-upcloud\"\n                id=\"accordion-do-i-pay-for-data-transfer-at-upcloud\">\n                  <span class=\"accordion-title\">\n                    Do I pay for data transfer at UpCloud?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"do-i-pay-for-data-transfer-at-upcloud\"\n              role=\"region\"\n              aria-labelledby=\"accordion-do-i-pay-for-data-transfer-at-upcloud\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">No. All GPU Server plans include<\/span><a href=\"https:\/\/upcloud.com\/global\/products\/zero-cost-egress\/\"> <span style=\"font-weight: 400\">zero-cost egress<\/span><\/a><span style=\"font-weight: 400\">, so there are no charges for outbound data transfer. This matters for AI workloads where moving datasets, model weights and inference results in and out of the cloud can otherwise become a significant cost.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Our<\/span><a href=\"https:\/\/upcloud.com\/global\/fair-transfer-policy\"> <span style=\"font-weight: 400\">Fair Transfer Policy<\/span><\/a><span style=\"font-weight: 400\"> applies.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"how-do-multi-gpu-servers-work\"\n                id=\"accordion-how-do-multi-gpu-servers-work\">\n                  <span class=\"accordion-title\">\n                    How do multi-GPU servers work?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"how-do-multi-gpu-servers-work\"\n              role=\"region\"\n              aria-labelledby=\"accordion-how-do-multi-gpu-servers-work\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">Multi-GPU servers are equipped with more than one dedicated GPU. All GPUs are exposed to your server via PCIe passthrough, allowing you to utilize them for parallel processing, distributed training, or other multi-GPU workloads. You can verify the available GPUs using the nvidia-smi tool.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"is-the-gpu-passthrough-exclusive-to-my-server\"\n                id=\"accordion-is-the-gpu-passthrough-exclusive-to-my-server\">\n                  <span class=\"accordion-title\">\n                    Is the GPU passthrough exclusive to my server?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"is-the-gpu-passthrough-exclusive-to-my-server\"\n              role=\"region\"\n              aria-labelledby=\"accordion-is-the-gpu-passthrough-exclusive-to-my-server\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">Yes, each GPU is dedicated to a single server and is not shared with other customers. This ensures consistent performance and security for your workloads.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"how-do-i-select-the-right-gpu-for-my-ai-ml-workload\"\n                id=\"accordion-how-do-i-select-the-right-gpu-for-my-ai-ml-workload\">\n                  <span class=\"accordion-title\">\n                    How do I select the right GPU for my AI\/ML workload?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"how-do-i-select-the-right-gpu-for-my-ai-ml-workload\"\n              role=\"region\"\n              aria-labelledby=\"accordion-how-do-i-select-the-right-gpu-for-my-ai-ml-workload\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">Our advice is to match the GPU to the job.\u00a0 You can find a great comparison between our GPUs <a title=\"GPU Specifications\" href=\"https:\/\/upcloud.com\/global\/products\/gpu-servers\/#specs\">&gt;here&lt;<\/a><\/span><\/p>\n<ul class=\"wysiwyg\">\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">For inference on small to mid-sized models, the L4 offers the best price to performance.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">The L40S steps up to generative AI, fine-tuning and mid-scale training.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">The H100 suits large model training and high-throughput inference<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">The B200 is for the most demanding jobs, including training and serving the largest models.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Memory is usually the deciding factor: your model weights, plus overhead, need to fit in GPU memory for inference, and training needs considerably more. If in doubt, start smaller. You can shut down and switch to a bigger GPU without reinstalling.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Beyond the GPU itself, consider how you deploy it.<\/span><a href=\"https:\/\/upcloud.com\/global\/products\/gpu-servers\/\"> <span style=\"font-weight: 400\">GPU Servers<\/span><\/a><span style=\"font-weight: 400\"> on hourly billing suit most teams,<\/span><a href=\"https:\/\/upcloud.com\/global\/products\/managed-kubernetes\/\"> <span style=\"font-weight: 400\">Managed Kubernetes<\/span><\/a><span style=\"font-weight: 400\"> works for containerised workloads across multiple nodes, and<\/span><a href=\"https:\/\/upcloud.com\/global\/products\/private-cloud-gpus\/\"> <span style=\"font-weight: 400\">Private Cloud GPUs<\/span><\/a><span style=\"font-weight: 400\"> provide dedicated hardware for organisations with strict compliance or isolation requirements.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">If you are unsure, start with a single GPU Server and<\/span><a href=\"https:\/\/upcloud.com\/global\/contact\/\"> <span style=\"font-weight: 400\">contact our sales team<\/span><\/a><span style=\"font-weight: 400\">.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"how-gpu-servers-are-billed-when-shut-down\"\n                id=\"accordion-how-gpu-servers-are-billed-when-shut-down\">\n                  <span class=\"accordion-title\">\n                    How GPU Servers are billed when shut down?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"how-gpu-servers-are-billed-when-shut-down\"\n              role=\"region\"\n              aria-labelledby=\"accordion-how-gpu-servers-are-billed-when-shut-down\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <div class=\"c-message_kit__gutter\">\n<div class=\"c-message_kit__gutter__right\" role=\"presentation\" data-qa=\"message_content\">\n<div class=\"c-message_kit__blocks c-message_kit__blocks--rich_text\">\n<div class=\"c-message__message_blocks c-message__message_blocks--rich_text\" data-qa=\"message-text\">\n<div class=\"p-block_kit_renderer\" data-qa=\"block-kit-renderer\">\n<div class=\"p-block_kit_renderer__block_wrapper p-block_kit_renderer__block_wrapper--first\">\n<div class=\"p-rich_text_block\" dir=\"auto\">\n<div class=\"p-rich_text_section\">\n<p>GPU Server plans are only billed when the server is powered on.<\/p>\n<p>However, attached block storages and public IPv4 addresses are reserved and thus billed even when the server is shut down.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"how-does-gpu-spot-pricing-work\"\n                id=\"accordion-how-does-gpu-spot-pricing-work\">\n                  <span class=\"accordion-title\">\n                    How does GPU spot pricing work?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"how-does-gpu-spot-pricing-work\"\n              role=\"region\"\n              aria-labelledby=\"accordion-how-does-gpu-spot-pricing-work\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p>Spot pricing is good for time-insensitive workloads, sold at a discount. A spot instance may be terminated at any given time. Read more at <span><a href=\"https:\/\/upcloud.com\/global\/docs\/products\/gpu-servers\/spot\/\" target=\"_blank\" rel=\"noopener\">GPU Server Spot pricing documentation.<\/a><\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"what-is-gpu-virtualization\"\n                id=\"accordion-what-is-gpu-virtualization\">\n                  <span class=\"accordion-title\">\n                    What is GPU virtualization?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"what-is-gpu-virtualization\"\n              role=\"region\"\n              aria-labelledby=\"accordion-what-is-gpu-virtualization\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">GPU virtualization is how a physical GPU is made available to virtual servers. There are two main approaches. Shared virtualization splits one GPU between multiple customers, which lowers cost but means unpredictable performance. Passthrough gives a virtual server direct, exclusive access to the physical GPU. UpCloud GPU Servers use passthrough, so the full performance of the GPU is yours alone, with no sharing and no contention from other tenants. You get bare-metal GPU performance combined with the flexibility of a cloud server.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                                  <div class=\"accordion-item\">\n            <h3>\n              <button\n                aria-expanded=\"false\"\n                class=\"accordion-trigger\"\n                aria-controls=\"can-i-get-dedicated-gpu-infrastructure-in-a-private-environment\"\n                id=\"accordion-can-i-get-dedicated-gpu-infrastructure-in-a-private-environment\">\n                  <span class=\"accordion-title\">\n                    Can I get dedicated GPU infrastructure in a private environment?<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n                  <\/span>\n              <\/button>\n            <\/h3>\n\n            <div\n              id=\"can-i-get-dedicated-gpu-infrastructure-in-a-private-environment\"\n              role=\"region\"\n              aria-labelledby=\"accordion-can-i-get-dedicated-gpu-infrastructure-in-a-private-environment\"\n              class=\"accordion-panel\"\n              hidden=\"\">\n              <div>\n                <p><span style=\"font-weight: 400\">Yes. If you need isolated infrastructure for compliance or security reasons,<\/span><a href=\"https:\/\/upcloud.com\/global\/products\/private-cloud-gpus\/\"> <span style=\"font-weight: 400\">Private Cloud GPUs<\/span><\/a><span style=\"font-weight: 400\"> provide dedicated GPU hardware within your own private cloud environment. This suits organisations with strict data handling requirements, including<\/span><a href=\"https:\/\/upcloud.com\/global\/solutions\/public-sector\/\"> <span style=\"font-weight: 400\">public sector<\/span><\/a><span style=\"font-weight: 400\"> and regulated industries.<\/span><\/p>\n\n                \n                \n              <\/div> <!-- .content-table-inner -->\n            <\/div> <!-- .accordion-panel -->\n          <\/div> <!-- .accordion-item -->\n\n                    <\/div> <!-- .accordion -->\n      <\/div>  <!-- .wrapper -->\n    <\/div> <!-- .items -->\n  <\/div> <!-- .container -->\n<\/section>\n\n\n\n<section class=\"block block-blog-upsells has-background-color-brand-black card-carousel\">\n  <div class=\"container\">\n\n    <header class=\"block-header\">\n\n      \n      \n                  <h2>\n            Recent UpCloud Blogs          <\/h2>\n        \n      \n\n      \n    <\/header>\n\n    \n          <div class=\"swiper-container swiper-container-upsell-carousel\">\n        <div class=\"swiper-wrapper carousel-list\">\n          \n<div class=\"item post-item post-item-blog has-gradient-border no-excerpts\"\n  data-index=\"0\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/blog\/meet-our-new-public-api-docs\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Announcements<\/li>\n              <li class=\"post-category\">People<\/li>\n              <li class=\"post-category\">Vision and culture<\/li>\n          <\/ul>\n  \n      <div class=\"image\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Thumbnail for: UpCloud Blog - Meet our new Public API docs\"\n      src=\"https:\/\/upcloud.com\/media\/upcloud-blog-meet-our-new-public-api-docs-v2.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/upcloud-blog-meet-our-new-public-api-docs-v2-300x161.png 300w, https:\/\/upcloud.com\/media\/upcloud-blog-meet-our-new-public-api-docs-v2-1024x550.png 1024w, https:\/\/upcloud.com\/media\/upcloud-blog-meet-our-new-public-api-docs-v2-768x412.png 768w, https:\/\/upcloud.com\/media\/upcloud-blog-meet-our-new-public-api-docs-v2-1536x824.png 1536w, https:\/\/upcloud.com\/media\/upcloud-blog-meet-our-new-public-api-docs-v2-2048x1099.png 2048w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"2400\"\n        height=\"1288\"\n                      \/>\n        <\/div>\n  \n  <p class=\"post-meta\">\n\n    <span class=\"date\">\n      September 18, 2026    <\/span>\n\n    <span aria-hidden=\"true\"> \u00b7 <\/span>\n\n    <span class=\"read-time\">\n      4 min read\n    <\/span>\n\n  <\/p>\n\n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/blog\/meet-our-new-public-api-docs\/\">\n      Meet Our New Public API Docs    <\/a>\n  <\/h3>\n\n  \n      <footer>\n\n              <div class=\"author\">\n          <p class=\"author-name\">William Barlow<\/p>\n                      <p class=\"author-desc\">Senior Product Marketing Manager<\/p>\n                  <\/div>\n      \n              <ul class=\"post-tags\">\n                      <li class=\"post-tag\">API Docs<\/li>\n                      <li class=\"post-tag\">cloud services<\/li>\n                      <li class=\"post-tag\">eu cloud<\/li>\n                      <li class=\"post-tag\">European cloud<\/li>\n                  <\/ul>\n      \n    <\/footer>\n  \n<\/div>\n\n<div class=\"item post-item post-item-blog has-gradient-border no-excerpts\"\n  data-index=\"1\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/blog\/what-you-get-when-you-choose-upclouds-managed-databases\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Data &amp; Databases<\/li>\n              <li class=\"post-category\">Data Sovereignty<\/li>\n              <li class=\"post-category\">UpCloud Insights<\/li>\n          <\/ul>\n  \n      <div class=\"image\">\n          <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/what-you-get-when-you-choose-upcloud-managed-databases.png\" srcset=\"https:\/\/upcloud.com\/media\/what-you-get-when-you-choose-upcloud-managed-databases-300x157.png 300w, https:\/\/upcloud.com\/media\/what-you-get-when-you-choose-upcloud-managed-databases-1024x536.png 1024w, https:\/\/upcloud.com\/media\/what-you-get-when-you-choose-upcloud-managed-databases-768x402.png 768w, https:\/\/upcloud.com\/media\/what-you-get-when-you-choose-upcloud-managed-databases.png 1200w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1200\" height=\"628\">\n        <\/div>\n  \n  <p class=\"post-meta\">\n\n    <span class=\"date\">\n      September 9, 2026    <\/span>\n\n    <span aria-hidden=\"true\"> \u00b7 <\/span>\n\n    <span class=\"read-time\">\n      10 min read\n    <\/span>\n\n  <\/p>\n\n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/blog\/what-you-get-when-you-choose-upclouds-managed-databases\/\">\n      What You Get When You Choose UpCloud\u2019s Managed Databases    <\/a>\n  <\/h3>\n\n  \n      <footer>\n\n              <div class=\"author\">\n          <p class=\"author-name\">Pawel Piwosz<\/p>\n                      <p class=\"author-desc\">Developer Advocate at UpCloud.\r\nDocker Captain, Team Topologies Ambassador, CD Foundation Ambassador.<\/p>\n                  <\/div>\n      \n      \n    <\/footer>\n  \n<\/div>\n\n<div class=\"item post-item post-item-blog has-gradient-border no-excerpts\"\n  data-index=\"2\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/blog\/upcloud-appoints-claudio-camacho-chief-marketing-officer-accelerate-global-growth\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Announcements<\/li>\n              <li class=\"post-category\">People<\/li>\n              <li class=\"post-category\">Vision and culture<\/li>\n          <\/ul>\n  \n      <div class=\"image\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Welcoming Claudio as UpCloud&#039;s new CMO.\"\n      src=\"https:\/\/upcloud.com\/media\/claudio-camacho-cmo-appointment.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/claudio-camacho-cmo-appointment-300x161.png 300w, https:\/\/upcloud.com\/media\/claudio-camacho-cmo-appointment-1024x550.png 1024w, https:\/\/upcloud.com\/media\/claudio-camacho-cmo-appointment-768x412.png 768w, https:\/\/upcloud.com\/media\/claudio-camacho-cmo-appointment.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"644\"\n                      \/>\n        <\/div>\n  \n  <p class=\"post-meta\">\n\n    <span class=\"date\">\n      August 27, 2026    <\/span>\n\n    <span aria-hidden=\"true\"> \u00b7 <\/span>\n\n    <span class=\"read-time\">\n      2 min read\n    <\/span>\n\n  <\/p>\n\n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/blog\/upcloud-appoints-claudio-camacho-chief-marketing-officer-accelerate-global-growth\/\">\n      UpCloud Appoints Claudio Camacho as Chief Marketing Officer to Accelerate Global Growth    <\/a>\n  <\/h3>\n\n  \n      <footer>\n\n              <div class=\"author\">\n          <p class=\"author-name\">Artur Wikstr\u00f6m<\/p>\n                      <p class=\"author-desc\">Growth Marketing Specialist<\/p>\n                  <\/div>\n      \n      \n    <\/footer>\n  \n<\/div>\n\n<div class=\"item post-item post-item-blog has-gradient-border no-excerpts\"\n  data-index=\"3\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/blog\/flexible-scaling-affordable-zero-hidden-fees-updated-managed-database-plans\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Product Updates<\/li>\n              <li class=\"post-category\">Announcements<\/li>\n              <li class=\"post-category\">Cloud Infrastructure<\/li>\n          <\/ul>\n  \n      <div class=\"image\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Our Updated Managed Database Plans\"\n      src=\"https:\/\/upcloud.com\/media\/our-updated-managed-database-plans.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/our-updated-managed-database-plans-300x161.png 300w, https:\/\/upcloud.com\/media\/our-updated-managed-database-plans-1024x550.png 1024w, https:\/\/upcloud.com\/media\/our-updated-managed-database-plans-768x412.png 768w, https:\/\/upcloud.com\/media\/our-updated-managed-database-plans.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"644\"\n                      \/>\n        <\/div>\n  \n  <p class=\"post-meta\">\n\n    <span class=\"date\">\n      August 18, 2026    <\/span>\n\n    <span aria-hidden=\"true\"> \u00b7 <\/span>\n\n    <span class=\"read-time\">\n      3 min read\n    <\/span>\n\n  <\/p>\n\n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/blog\/flexible-scaling-affordable-zero-hidden-fees-updated-managed-database-plans\/\">\n      Flexible Scaling, Affordable HA, and Zero Hidden Fees \u2013 Our Updated Managed Database Plans    <\/a>\n  <\/h3>\n\n  \n      <footer>\n\n              <div class=\"author\">\n          <p class=\"author-name\">William Barlow<\/p>\n                      <p class=\"author-desc\">Senior Product Marketing Manager<\/p>\n                  <\/div>\n      \n      \n    <\/footer>\n  \n<\/div>\n\n<div class=\"item post-item post-item-blog has-gradient-border no-excerpts\"\n  data-index=\"4\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/blog\/what-are-managed-databases-when-to-use\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Data &amp; Databases<\/li>\n              <li class=\"post-category\">Cloud Infrastructure<\/li>\n              <li class=\"post-category\">Data Security<\/li>\n          <\/ul>\n  \n      <div class=\"image\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"What Are Managed Databases, and When to Use Them\"\n      src=\"https:\/\/upcloud.com\/media\/what-managed-databases.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/what-managed-databases-300x161.png 300w, https:\/\/upcloud.com\/media\/what-managed-databases-1024x550.png 1024w, https:\/\/upcloud.com\/media\/what-managed-databases-768x412.png 768w, https:\/\/upcloud.com\/media\/what-managed-databases.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"644\"\n                      \/>\n        <\/div>\n  \n  <p class=\"post-meta\">\n\n    <span class=\"date\">\n      July 31, 2026    <\/span>\n\n    <span aria-hidden=\"true\"> \u00b7 <\/span>\n\n    <span class=\"read-time\">\n      8 min read\n    <\/span>\n\n  <\/p>\n\n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/blog\/what-are-managed-databases-when-to-use\/\">\n      What Are Managed Databases, and When to Use Them    <\/a>\n  <\/h3>\n\n  \n      <footer>\n\n              <div class=\"author\">\n          <p class=\"author-name\">Pawel Piwosz<\/p>\n                      <p class=\"author-desc\">Developer Advocate at UpCloud.\r\nDocker Captain, Team Topologies Ambassador, CD Foundation Ambassador.<\/p>\n                  <\/div>\n      \n      \n    <\/footer>\n  \n<\/div>\n\n<div class=\"item post-item post-item-blog has-gradient-border no-excerpts\"\n  data-index=\"5\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/blog\/data-transfer-fees-biggest-risk-your-server-bills\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Data Sovereignty<\/li>\n              <li class=\"post-category\">Cloud Infrastructure<\/li>\n              <li class=\"post-category\">Cost Optimization<\/li>\n          <\/ul>\n  \n      <div class=\"image\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Why Data Transfer Fees Are the Biggest Risk to Your Server Bills\"\n      src=\"https:\/\/upcloud.com\/media\/data-transfer-fees-risk.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/data-transfer-fees-risk-300x161.png 300w, https:\/\/upcloud.com\/media\/data-transfer-fees-risk-1024x550.png 1024w, https:\/\/upcloud.com\/media\/data-transfer-fees-risk-768x412.png 768w, https:\/\/upcloud.com\/media\/data-transfer-fees-risk.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"644\"\n                      \/>\n        <\/div>\n  \n  <p class=\"post-meta\">\n\n    <span class=\"date\">\n      July 9, 2026    <\/span>\n\n    <span aria-hidden=\"true\"> \u00b7 <\/span>\n\n    <span class=\"read-time\">\n      5 min read\n    <\/span>\n\n  <\/p>\n\n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/blog\/data-transfer-fees-biggest-risk-your-server-bills\/\">\n      Why Data Transfer Fees Are the Biggest Risk to Your Server Bills    <\/a>\n  <\/h3>\n\n  \n      <footer>\n\n              <div class=\"author\">\n          <p class=\"author-name\">William Barlow<\/p>\n                      <p class=\"author-desc\">Senior Product Marketing Manager<\/p>\n                  <\/div>\n      \n      \n    <\/footer>\n  \n<\/div>\n\n<div class=\"item post-item post-item-blog has-gradient-border no-excerpts\"\n  data-index=\"6\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/blog\/upcloud-appoints-founder-joel-pihlajamaa-chief-executive-officer\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Announcements<\/li>\n              <li class=\"post-category\">People<\/li>\n              <li class=\"post-category\">Vision and culture<\/li>\n          <\/ul>\n  \n      <div class=\"image\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Picture for blog post about Joel being appointed as CEO, July 2026\"\n      src=\"https:\/\/upcloud.com\/media\/joel-ceo-announcement-post.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/joel-ceo-announcement-post-300x161.png 300w, https:\/\/upcloud.com\/media\/joel-ceo-announcement-post-1024x550.png 1024w, https:\/\/upcloud.com\/media\/joel-ceo-announcement-post-768x412.png 768w, https:\/\/upcloud.com\/media\/joel-ceo-announcement-post.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"644\"\n                      \/>\n        <\/div>\n  \n  <p class=\"post-meta\">\n\n    <span class=\"date\">\n      July 2, 2026    <\/span>\n\n    <span aria-hidden=\"true\"> \u00b7 <\/span>\n\n    <span class=\"read-time\">\n      2 min read\n    <\/span>\n\n  <\/p>\n\n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/blog\/upcloud-appoints-founder-joel-pihlajamaa-chief-executive-officer\/\">\n      UpCloud Appoints Founder Joel Pihlajamaa as Chief Executive Officer    <\/a>\n  <\/h3>\n\n  \n      <footer>\n\n              <div class=\"author\">\n          <p class=\"author-name\">Artur Wikstr\u00f6m<\/p>\n                      <p class=\"author-desc\">Growth Marketing Specialist<\/p>\n                  <\/div>\n      \n      \n    <\/footer>\n  \n<\/div>\n\n<div class=\"item post-item post-item-blog has-gradient-border no-excerpts\"\n  data-index=\"7\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/blog\/which-gpu-model-should-you-choose-and-why\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Comparisons<\/li>\n              <li class=\"post-category\">Cost Optimization<\/li>\n              <li class=\"post-category\">GPUs<\/li>\n          <\/ul>\n  \n      <div class=\"image\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Which GPU Model Should You Choose and Why?\"\n      src=\"https:\/\/upcloud.com\/media\/which-gpu-model-choose.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/which-gpu-model-choose-300x157.png 300w, https:\/\/upcloud.com\/media\/which-gpu-model-choose-1024x536.png 1024w, https:\/\/upcloud.com\/media\/which-gpu-model-choose-768x402.png 768w, https:\/\/upcloud.com\/media\/which-gpu-model-choose.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"628\"\n                      \/>\n        <\/div>\n  \n  <p class=\"post-meta\">\n\n    <span class=\"date\">\n      June 25, 2026    <\/span>\n\n    <span aria-hidden=\"true\"> \u00b7 <\/span>\n\n    <span class=\"read-time\">\n      8 min read\n    <\/span>\n\n  <\/p>\n\n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/blog\/which-gpu-model-should-you-choose-and-why\/\">\n      Which GPU Model Should You Choose and Why?    <\/a>\n  <\/h3>\n\n  \n      <footer>\n\n              <div class=\"author\">\n          <p class=\"author-name\">Pawel Piwosz<\/p>\n                      <p class=\"author-desc\">Developer Advocate at UpCloud.\r\nDocker Captain, Team Topologies Ambassador, CD Foundation Ambassador.<\/p>\n                  <\/div>\n      \n      \n    <\/footer>\n  \n<\/div>\n\n<div class=\"item post-item post-item-blog has-gradient-border no-excerpts\"\n  data-index=\"8\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/blog\/when-your-team-should-consider-gpu-over-cpu\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Cloud Infrastructure<\/li>\n              <li class=\"post-category\">Comparisons<\/li>\n              <li class=\"post-category\">GPUs<\/li>\n          <\/ul>\n  \n      <div class=\"image\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"When Your Team Should Consider GPU over CPU\"\n      src=\"https:\/\/upcloud.com\/media\/team-consider-gpu-over-cpu.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/team-consider-gpu-over-cpu-300x157.png 300w, https:\/\/upcloud.com\/media\/team-consider-gpu-over-cpu-1024x535.png 1024w, https:\/\/upcloud.com\/media\/team-consider-gpu-over-cpu-768x401.png 768w, https:\/\/upcloud.com\/media\/team-consider-gpu-over-cpu.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"627\"\n                      \/>\n        <\/div>\n  \n  <p class=\"post-meta\">\n\n    <span class=\"date\">\n      June 19, 2026    <\/span>\n\n    <span aria-hidden=\"true\"> \u00b7 <\/span>\n\n    <span class=\"read-time\">\n      9 min read\n    <\/span>\n\n  <\/p>\n\n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/blog\/when-your-team-should-consider-gpu-over-cpu\/\">\n      When Your Team Should Consider GPU over CPU    <\/a>\n  <\/h3>\n\n  \n      <footer>\n\n              <div class=\"author\">\n          <p class=\"author-name\">Pawel Piwosz<\/p>\n                      <p class=\"author-desc\">Developer Advocate at UpCloud.\r\nDocker Captain, Team Topologies Ambassador, CD Foundation Ambassador.<\/p>\n                  <\/div>\n      \n      \n    <\/footer>\n  \n<\/div>\n\n<div class=\"item post-item post-item-blog has-gradient-border no-excerpts\"\n  data-index=\"9\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/blog\/ai-search-postgresql-database-pgvector-extension\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Long reads<\/li>\n              <li class=\"post-category\">Cloud Infrastructure<\/li>\n              <li class=\"post-category\">Open Source<\/li>\n          <\/ul>\n  \n      <div class=\"image\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Bring AI Search to Your PostgreSQL Database with pgvector Extension\"\n      src=\"https:\/\/upcloud.com\/media\/postgresql-pgvector-blog.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/postgresql-pgvector-blog-300x157.png 300w, https:\/\/upcloud.com\/media\/postgresql-pgvector-blog-1024x535.png 1024w, https:\/\/upcloud.com\/media\/postgresql-pgvector-blog-768x401.png 768w, https:\/\/upcloud.com\/media\/postgresql-pgvector-blog.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"627\"\n                      \/>\n        <\/div>\n  \n  <p class=\"post-meta\">\n\n    <span class=\"date\">\n      June 16, 2026    <\/span>\n\n    <span aria-hidden=\"true\"> \u00b7 <\/span>\n\n    <span class=\"read-time\">\n      5 min read\n    <\/span>\n\n  <\/p>\n\n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/blog\/ai-search-postgresql-database-pgvector-extension\/\">\n      Bring AI Search to Your PostgreSQL Database with pgvector Extension    <\/a>\n  <\/h3>\n\n  \n      <footer>\n\n              <div class=\"author\">\n          <p class=\"author-name\">Pawel Piwosz<\/p>\n                      <p class=\"author-desc\">Developer Advocate at UpCloud.\r\nDocker Captain, Team Topologies Ambassador, CD Foundation Ambassador.<\/p>\n                  <\/div>\n      \n      \n    <\/footer>\n  \n<\/div>\n        <\/div>\n      <\/div>\n\n      <div class=\"swiper-controls\">\n        <button class=\"swiper-actions swiper-button-prev\">\n          <svg aria-hidden=\"true\" width=\"58\" height=\"59\" viewBox=\"0 0 58 59\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"29.2981\" cy=\"29.4226\" r=\"28.2019\" transform=\"rotate(180 29.2981 29.4226)\" fill=\"#0000\" stroke=\"currentColor\"\/>\n<path d=\"M41.9316 30.4226C42.4839 30.4226 42.9316 29.9749 42.9316 29.4226C42.9316 28.8703 42.4839 28.4226 41.9316 28.4226L41.9316 30.4226ZM18.8566 28.7155C18.4661 29.106 18.4661 29.7392 18.8566 30.1297L25.2205 36.4937C25.6111 36.8842 26.2442 36.8842 26.6348 36.4937C27.0253 36.1032 27.0253 35.47 26.6348 35.0795L20.9779 29.4226L26.6348 23.7658C27.0253 23.3752 27.0253 22.7421 26.6348 22.3515C26.2442 21.961 25.6111 21.961 25.2205 22.3515L18.8566 28.7155ZM41.9316 28.4226L19.5637 28.4226L19.5637 30.4226L41.9316 30.4226L41.9316 28.4226Z\" fill=\"currentColor\"\/>\n<\/svg>\n        <\/button>\n        <button class=\"swiper-actions swiper-button-next\">\n          <svg aria-hidden=\"true\" width=\"59\" height=\"59\" viewBox=\"0 0 59 59\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"29.6111\" cy=\"29.4226\" r=\"28.2019\" fill=\"#0000\" stroke=\"currentColor\"\/>\n<path d=\"M16.9775 28.4229C16.4253 28.4229 15.9775 28.8706 15.9775 29.4229C15.9775 29.9751 16.4253 30.4229 16.9775 30.4229L16.9775 28.4229ZM40.0526 30.13C40.4431 29.7394 40.4431 29.1063 40.0526 28.7157L33.6886 22.3518C33.2981 21.9613 32.6649 21.9613 32.2744 22.3518C31.8839 22.7423 31.8839 23.3755 32.2744 23.766L37.9313 29.4228L32.2744 35.0797C31.8839 35.4702 31.8839 36.1034 32.2744 36.4939C32.6649 36.8844 33.2981 36.8844 33.6886 36.4939L40.0526 30.13ZM16.9775 30.4229L39.3455 30.4228L39.3455 28.4228L16.9775 28.4229L16.9775 30.4229Z\" fill=\"currentColor\"\/>\n<\/svg>\n        <\/button>\n      <\/div>\n\n      \n\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-blog-upsells has-background-color-brand-black card-carousel\">\n  <div class=\"container\">\n\n    <header class=\"block-header\">\n\n      \n      \n                  <h2>\n            Recent UpCloud Case Studies          <\/h2>\n        \n      \n\n      \n    <\/header>\n\n    \n          <div class=\"swiper-container swiper-container-upsell-carousel\">\n        <div class=\"swiper-wrapper carousel-list\">\n          \n<div class=\"item post-item post-item-case-study has-gradient-border\"\n  data-index=\"0\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/case-studies\/ormi-powers-blockchain-infrastructure\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Platform-as-a-Service<\/li>\n          <\/ul>\n  \n      <div class=\"image image-logo\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Ormi Labs case study\"\n      src=\"https:\/\/upcloud.com\/media\/ormi-labs-case.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/ormi-labs-case-300x158.png 300w, https:\/\/upcloud.com\/media\/ormi-labs-case-1024x538.png 1024w, https:\/\/upcloud.com\/media\/ormi-labs-case-768x403.png 768w, https:\/\/upcloud.com\/media\/ormi-labs-case.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"630\"\n                      \/>\n        <\/div>\n  \n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/case-studies\/ormi-powers-blockchain-infrastructure\/\">\n      Ormi powers real-time blockchain data infrastructure with UpCloud    <\/a>\n  <\/h3>\n\n      <div class=\"content\">\n      Building a purpose-built data layer for Web3 Blockchain indexing differs from typical cloud workloads. Instead of handling short bursts of activity, Ormi\u2019s s&#8230;    <\/div>\n  \n<\/div>\n\n<div class=\"item post-item post-item-case-study has-gradient-border\"\n  data-index=\"1\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/case-studies\/vitec-mv-migrates-from-us-hyperscaler-to-upcloud\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Software-as-a-Service<\/li>\n          <\/ul>\n  \n      <div class=\"image image-logo\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Vitec MV Logo\"\n      src=\"https:\/\/upcloud.com\/media\/vitec-3.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/vitec-3-300x158.png 300w, https:\/\/upcloud.com\/media\/vitec-3-1024x538.png 1024w, https:\/\/upcloud.com\/media\/vitec-3-768x403.png 768w, https:\/\/upcloud.com\/media\/vitec-3.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"630\"\n                      \/>\n        <\/div>\n  \n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/case-studies\/vitec-mv-migrates-from-us-hyperscaler-to-upcloud\/\">\n      Vitec MV migrates from US hyperscaler to UpCloud    <\/a>\n  <\/h3>\n\n      <div class=\"content\">\n      Learn how Vitec MV left a US hyperscaler for UpCloud to gain stronger data control, lower latency, and reliable EU cloud infrastructure.    <\/div>\n  \n<\/div>\n\n<div class=\"item post-item post-item-case-study has-gradient-border\"\n  data-index=\"2\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/case-studies\/achieving-european-data-sovereignty-scalable-growth-taggrs\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n  \n      <div class=\"image image-logo\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Stylised logo of TAGGRS company\"\n      src=\"https:\/\/upcloud.com\/media\/taggrs.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/taggrs-300x158.png 300w, https:\/\/upcloud.com\/media\/taggrs-1024x538.png 1024w, https:\/\/upcloud.com\/media\/taggrs-768x403.png 768w, https:\/\/upcloud.com\/media\/taggrs.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"630\"\n                      \/>\n        <\/div>\n  \n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/case-studies\/achieving-european-data-sovereignty-scalable-growth-taggrs\/\">\n      Achieving European data sovereignty and scalable growth for TAGGRS    <\/a>\n  <\/h3>\n\n      <div class=\"content\">\n      Explore how TAGGRS achieves European data sovereignty with UpCloud&#039;s Managed Kubernetes Service. Read more!    <\/div>\n  \n<\/div>\n\n<div class=\"item post-item post-item-case-study has-gradient-border\"\n  data-index=\"3\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/case-studies\/simplifying-kubernetes-with-european-cloud\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n  \n      <div class=\"image image-logo\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Logo featuring circles and text\"\n      src=\"https:\/\/upcloud.com\/media\/pionative-preview.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/pionative-preview-300x158.png 300w, https:\/\/upcloud.com\/media\/pionative-preview-1024x538.png 1024w, https:\/\/upcloud.com\/media\/pionative-preview-768x403.png 768w, https:\/\/upcloud.com\/media\/pionative-preview.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"630\"\n                      \/>\n        <\/div>\n  \n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/case-studies\/simplifying-kubernetes-with-european-cloud\/\">\n      Simplifying Kubernetes with a strong European Cloud Foundation\u00a0    <\/a>\n  <\/h3>\n\n      <div class=\"content\">\n      Explore how Pionative addresses Kubernetes complexity for organisations in Europe, enhancing cloud efficiency and reliability.    <\/div>\n  \n<\/div>\n\n<div class=\"item post-item post-item-case-study has-gradient-border\"\n  data-index=\"4\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/case-studies\/oiva-health-paving-the-future-of-digital-health\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n  \n      <div class=\"image image-logo\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Featured image for case study with Oiva Health, a customer at UpCloud.\"\n      src=\"https:\/\/upcloud.com\/media\/oiva-health-case.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/oiva-health-case-300x158.png 300w, https:\/\/upcloud.com\/media\/oiva-health-case-1024x538.png 1024w, https:\/\/upcloud.com\/media\/oiva-health-case-768x403.png 768w, https:\/\/upcloud.com\/media\/oiva-health-case.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"630\"\n                      \/>\n        <\/div>\n  \n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/case-studies\/oiva-health-paving-the-future-of-digital-health\/\">\n      Paving the future of digital health with Oiva Health    <\/a>\n  <\/h3>\n\n      <div class=\"content\">\n      Discover how Oiva Health is transforming the digital health landscape with innovation, reliability, and enhanced security.    <\/div>\n  \n<\/div>\n\n<div class=\"item post-item post-item-case-study has-gradient-border\"\n  data-index=\"5\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/case-studies\/shipit-boosts-performance-and-halves-cloud-spend-with-upcloud\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n  \n      <div class=\"image image-logo\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Banner for case study about Shipit using UpCloud.\"\n      src=\"https:\/\/upcloud.com\/media\/shipit-case.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/shipit-case-300x158.png 300w, https:\/\/upcloud.com\/media\/shipit-case-1024x538.png 1024w, https:\/\/upcloud.com\/media\/shipit-case-768x403.png 768w, https:\/\/upcloud.com\/media\/shipit-case.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"630\"\n                      \/>\n        <\/div>\n  \n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/case-studies\/shipit-boosts-performance-and-halves-cloud-spend-with-upcloud\/\">\n      Shipit Boosts Performance and Halves Cloud Spend with UpCloud    <\/a>\n  <\/h3>\n\n      <div class=\"content\">\n      Road to UpCloud Prior to migrating to UpCloud, Shipit faced two primary challenges that constrained efficiency, these being unpredictable monthly expenses an&#8230;    <\/div>\n  \n<\/div>\n\n<div class=\"item post-item post-item-case-study has-gradient-border\"\n  data-index=\"6\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/case-studies\/pioneering-sovereign-ai-in-europe-with-cloud2\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n  \n      <div class=\"image image-logo\">\n          <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Featured image for a case study about Cloud2, a partner of UpCloud.\"\n      src=\"https:\/\/upcloud.com\/media\/cloud2-case.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/cloud2-case-300x158.png 300w, https:\/\/upcloud.com\/media\/cloud2-case-1024x538.png 1024w, https:\/\/upcloud.com\/media\/cloud2-case-768x403.png 768w, https:\/\/upcloud.com\/media\/cloud2-case.png 1200w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1200\"\n        height=\"630\"\n                      \/>\n        <\/div>\n  \n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/case-studies\/pioneering-sovereign-ai-in-europe-with-cloud2\/\">\n      Pioneering Sovereign AI in Europe with Cloud2    <\/a>\n  <\/h3>\n\n      <div class=\"content\">\n      Cloud2&#8217;s AI Control Room is an AI platform that lets businesses build and manage AI agents and agent teams securely within their own cloud or [&hellip;]    <\/div>\n  \n<\/div>\n\n<div class=\"item post-item post-item-case-study has-gradient-border\"\n  data-index=\"7\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/case-studies\/achieving-competitive-edge-with-european-cloud\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n  \n      <div class=\"image image-logo\">\n          <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/HTB-logo-preview-1.png\" srcset=\"https:\/\/upcloud.com\/media\/HTB-logo-preview-1-300x158.png 300w, https:\/\/upcloud.com\/media\/HTB-logo-preview-1-1024x538.png 1024w, https:\/\/upcloud.com\/media\/HTB-logo-preview-1-768x403.png 768w, https:\/\/upcloud.com\/media\/HTB-logo-preview-1.png 1200w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1200\" height=\"630\">\n        <\/div>\n  \n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/case-studies\/achieving-competitive-edge-with-european-cloud\/\">\n      Achieving Competitive Edge with European Cloud\u00a0    <\/a>\n  <\/h3>\n\n      <div class=\"content\">\n      With its strong commitment to ensuring data security, Hailey HR needed to find an ISO 27001 certified, European provider that could help the company fulfil G&#8230;    <\/div>\n  \n<\/div>\n\n<div class=\"item post-item post-item-case-study has-gradient-border\"\n  data-index=\"8\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/case-studies\/how-liberbyte-is-democratizing-data-exchange-with-upcloud\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n      <ul class=\"post-categories\">\n              <li class=\"post-category\">Platform-as-a-Service<\/li>\n              <li class=\"post-category\">Success stories<\/li>\n          <\/ul>\n  \n      <div class=\"image image-logo\">\n          <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/liberbyte-logo.png\" srcset=\"https:\/\/upcloud.com\/media\/liberbyte-logo-300x158.png 300w, https:\/\/upcloud.com\/media\/liberbyte-logo-1024x538.png 1024w, https:\/\/upcloud.com\/media\/liberbyte-logo-768x403.png 768w, https:\/\/upcloud.com\/media\/liberbyte-logo.png 1200w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1200\" height=\"630\">\n        <\/div>\n  \n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/case-studies\/how-liberbyte-is-democratizing-data-exchange-with-upcloud\/\">\n      How Liberbyte is Democratizing Data Exchange with UpCloud    <\/a>\n  <\/h3>\n\n      <div class=\"content\">\n      Liberbyte is on a mission to democratize data exchange \u2013 setting a new standard for sharing, exchanging, managing, and monetizing data on a global scale. [&amp;h&#8230;    <\/div>\n  \n<\/div>\n\n<div class=\"item post-item post-item-case-study has-gradient-border\"\n  data-index=\"9\">\n\n  <a href=\"https:\/\/upcloud.com\/global\/case-studies\/a-european-cloud-partnership-built-for-open-source-agility\/\" class=\"global-link\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>\n\n  \n      <div class=\"image image-logo\">\n          <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Aiven-logo-preview.png\" srcset=\"https:\/\/upcloud.com\/media\/Aiven-logo-preview-300x158.png 300w, https:\/\/upcloud.com\/media\/Aiven-logo-preview-1024x538.png 1024w, https:\/\/upcloud.com\/media\/Aiven-logo-preview-768x403.png 768w, https:\/\/upcloud.com\/media\/Aiven-logo-preview.png 1200w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1200\" height=\"630\">\n        <\/div>\n  \n  <h3>\n    <a class=\"no-gradient\" href=\"https:\/\/upcloud.com\/global\/case-studies\/a-european-cloud-partnership-built-for-open-source-agility\/\">\n      A European cloud partnership built for open source agility    <\/a>\n  <\/h3>\n\n      <div class=\"content\">\n      Aiven helps businesses around the world manage open source data technologies like Apache Kafka, PostgreSQL, OpenSearch, and more \u2013 all as fully managed servi&#8230;    <\/div>\n  \n<\/div>\n        <\/div>\n      <\/div>\n\n      <div class=\"swiper-controls\">\n        <button class=\"swiper-actions swiper-button-prev\">\n          <svg aria-hidden=\"true\" width=\"58\" height=\"59\" viewBox=\"0 0 58 59\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"29.2981\" cy=\"29.4226\" r=\"28.2019\" transform=\"rotate(180 29.2981 29.4226)\" fill=\"#0000\" stroke=\"currentColor\"\/>\n<path d=\"M41.9316 30.4226C42.4839 30.4226 42.9316 29.9749 42.9316 29.4226C42.9316 28.8703 42.4839 28.4226 41.9316 28.4226L41.9316 30.4226ZM18.8566 28.7155C18.4661 29.106 18.4661 29.7392 18.8566 30.1297L25.2205 36.4937C25.6111 36.8842 26.2442 36.8842 26.6348 36.4937C27.0253 36.1032 27.0253 35.47 26.6348 35.0795L20.9779 29.4226L26.6348 23.7658C27.0253 23.3752 27.0253 22.7421 26.6348 22.3515C26.2442 21.961 25.6111 21.961 25.2205 22.3515L18.8566 28.7155ZM41.9316 28.4226L19.5637 28.4226L19.5637 30.4226L41.9316 30.4226L41.9316 28.4226Z\" fill=\"currentColor\"\/>\n<\/svg>\n        <\/button>\n        <button class=\"swiper-actions swiper-button-next\">\n          <svg aria-hidden=\"true\" width=\"59\" height=\"59\" viewBox=\"0 0 59 59\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"29.6111\" cy=\"29.4226\" r=\"28.2019\" fill=\"#0000\" stroke=\"currentColor\"\/>\n<path d=\"M16.9775 28.4229C16.4253 28.4229 15.9775 28.8706 15.9775 29.4229C15.9775 29.9751 16.4253 30.4229 16.9775 30.4229L16.9775 28.4229ZM40.0526 30.13C40.4431 29.7394 40.4431 29.1063 40.0526 28.7157L33.6886 22.3518C33.2981 21.9613 32.6649 21.9613 32.2744 22.3518C31.8839 22.7423 31.8839 23.3755 32.2744 23.766L37.9313 29.4228L32.2744 35.0797C31.8839 35.4702 31.8839 36.1034 32.2744 36.4939C32.6649 36.8844 33.2981 36.8844 33.6886 36.4939L40.0526 30.13ZM16.9775 30.4229L39.3455 30.4228L39.3455 28.4228L16.9775 28.4229L16.9775 30.4229Z\" fill=\"currentColor\"\/>\n<\/svg>\n        <\/button>\n      <\/div>\n\n      \n\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-cta is-content-side has-background-image has-background-color- \">\n  <div class=\"container\">\n    <div class=\"wrapper-main\">\n\n              <div class=\"image image-background image-background-layer\">\n              <img decoding=\"async\" class=\"wpsmartcrop-image\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/footer-cta-bg-img-large.png\" srcset=\"https:\/\/upcloud.com\/media\/footer-cta-bg-img-large-300x143.png 300w, https:\/\/upcloud.com\/media\/footer-cta-bg-img-large-1024x488.png 1024w, https:\/\/upcloud.com\/media\/footer-cta-bg-img-large-768x366.png 768w, https:\/\/upcloud.com\/media\/footer-cta-bg-img-large.png 1680w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1680\" height=\"800\" style=\" object-position: 50.51% 31.73%;\" data-smartcrop-focus=\"[&quot;50.51&quot;,&quot;31.73&quot;]\">\n            <\/div>\n      \n      <h2>Take your business to the next level<\/h2>\n\n      <div class=\"wrapper-content\">\n        <p>Start your free trial today and discover why thousands of businesses rely on UpCloud<\/p>\n\n        \n                <div class=\"cta-links\">\n                      <p class=\"button-wrapper\">\n              <a class=\"button button-white\" href=\"https:\/\/signup.upcloud.com\/\">\n                Sign up              <\/a>\n            <\/p>\n          \n          \n                  <\/div>\n        \n      <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-product-tour-tabs has-background-color-gray-50\">\n  <div class=\"container\">\n\n          <div class=\"top-wrapper\">\n        \n        <div class=\"heading-wrapper\">\n\n                      <h2 class=\"\">\n              Build anything with UpCloud            <\/h2>\n          \n            \n                  <\/div>\n      <\/div>\n    \n    <div class=\"tablist\" role=\"tablist\" aria-orientation=\"horizontal\" aria-label=\"Build anything with UpCloud\">\n      <div class=\"tab-list-box\">\n                  <button role=\"tab\"\n                  aria-selected=\"true\"\n                  aria-controls=\"modern-cloud-servers-tab\"\n                  id=\"modern-cloud-servers-tab-button\"\n                  class=\"tab-button\"\n                  >\n            Modern Cloud Servers           <\/button>\n                  <button role=\"tab\"\n                  aria-selected=\"false\"\n                  aria-controls=\"15-data-centers-in-12-countries-tab\"\n                  id=\"15-data-centers-in-12-countries-tab-button\"\n                  class=\"tab-button\"\n                  tabindex=\"-1\">\n            15 Data centers in 12 countries          <\/button>\n                  <button role=\"tab\"\n                  aria-selected=\"false\"\n                  aria-controls=\"24-7-365-support-tab\"\n                  id=\"24-7-365-support-tab-button\"\n                  class=\"tab-button\"\n                  tabindex=\"-1\">\n            24\/7\/365 support          <\/button>\n                  <button role=\"tab\"\n                  aria-selected=\"false\"\n                  aria-controls=\"plans-starting-at-e3-per-month-tab\"\n                  id=\"plans-starting-at-e3-per-month-tab-button\"\n                  class=\"tab-button\"\n                  tabindex=\"-1\">\n            Plans starting at \u20ac3 per month          <\/button>\n              <\/div>\n    <\/div>\n\n    <div class=\"tabpanels\">\n              <div tabindex=\"0\"\n              role=\"tabpanel\"\n              id=\"modern-cloud-servers-tab\"\n              aria-labelledby=\"modern-cloud-servers\"\n              >\n          <div class=\"tab-content has-image has-alternative-image-align\">\n            <div class=\"media\">\n                              <div class=\"image image-background\" style=\"width:100%\">\n                      <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Cloud-Servers-gray@2x.png\" srcset=\"https:\/\/upcloud.com\/media\/Cloud-Servers-gray@2x-300x219.png 300w, https:\/\/upcloud.com\/media\/Cloud-Servers-gray@2x-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Cloud-Servers-gray@2x-768x561.png 768w, https:\/\/upcloud.com\/media\/Cloud-Servers-gray@2x.png 1370w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1370\" height=\"1000\">\n                    <\/div>\n                          <\/div>\n\n            <div class=\"content\">\n                              <h3>\n                  Modern Cloud Servers                 <\/h3>\n              \n              <p><span style=\"font-weight: 400\">99.999% uptime SLA across Public Cloud, Private Cloud, Managed Kubernetes, Managed Databases, and more.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Choose from a range of Linux and Windows distributions for full control and flexibility. Launch in just 45 seconds through our simple control panel.<\/span><\/p>\n\n                              <p class=\"button-wrapper\">\n                  <a class=\"button\" href=\"https:\/\/signup.upcloud.com\/\">\n                    Start free trial                  <\/a>\n                <\/p>\n                          <\/div>\n          <\/div>\n        <\/div>\n              <div tabindex=\"0\"\n              role=\"tabpanel\"\n              id=\"15-data-centers-in-12-countries-tab\"\n              aria-labelledby=\"15-data-centers-in-12-countries\"\n              hidden=\"\">\n          <div class=\"tab-content has-image has-alternative-image-align\">\n            <div class=\"media\">\n                              <div class=\"image image-background\" style=\"width:87%\">\n                      <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Fast-deployment-effortless-scaling-gray.png\" srcset=\"https:\/\/upcloud.com\/media\/Fast-deployment-effortless-scaling-gray-300x219.png 300w, https:\/\/upcloud.com\/media\/Fast-deployment-effortless-scaling-gray.png 685w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"685\" height=\"500\">\n                    <\/div>\n                          <\/div>\n\n            <div class=\"content\">\n                              <h3>\n                  15 Data centers in 12 countries                <\/h3>\n              \n              <p><span style=\"font-weight: 400\">Global reach spanning four continents and 15 data centers.<\/span><\/p>\n<p><span style=\"color: var(--color-paragraph)\">European cloud for a global audience. Help satisfy your compliance requirements with a European, ISO 27001 certified cloud provider.<\/span><\/p>\n<div class=\"buttons\"><\/div>\n<p>&nbsp;<\/p>\n\n                              <p class=\"button-wrapper\">\n                  <a class=\"button\" href=\"https:\/\/signup.upcloud.com\/\">\n                    Start free trial                  <\/a>\n                <\/p>\n                          <\/div>\n          <\/div>\n        <\/div>\n              <div tabindex=\"0\"\n              role=\"tabpanel\"\n              id=\"24-7-365-support-tab\"\n              aria-labelledby=\"24-7-365-support\"\n              hidden=\"\">\n          <div class=\"tab-content has-image \">\n            <div class=\"media\">\n                              <div class=\"image image-background\" style=\"width:100%\">\n                      <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Landing-24-7-Support-gray@2x.png\" srcset=\"https:\/\/upcloud.com\/media\/Landing-24-7-Support-gray@2x-300x219.png 300w, https:\/\/upcloud.com\/media\/Landing-24-7-Support-gray@2x-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Landing-24-7-Support-gray@2x-768x561.png 768w, https:\/\/upcloud.com\/media\/Landing-24-7-Support-gray@2x.png 1370w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1370\" height=\"1000\">\n                    <\/div>\n                          <\/div>\n\n            <div class=\"content\">\n                              <h3>\n                  24\/7\/365 support                <\/h3>\n              \n              <p>We pride ourselves on providing outstanding customer service \u2013 24 hours a day, 365 days a year.<\/p>\n<p>In 2024, we were proud to continue our outstanding streak, responding to initial queries in just 46 seconds!<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n\n                              <p class=\"button-wrapper\">\n                  <a class=\"button\" href=\"https:\/\/signup.upcloud.com\/\">\n                    Start free trial                  <\/a>\n                <\/p>\n                          <\/div>\n          <\/div>\n        <\/div>\n              <div tabindex=\"0\"\n              role=\"tabpanel\"\n              id=\"plans-starting-at-e3-per-month-tab\"\n              aria-labelledby=\"plans-starting-at-e3-per-month\"\n              hidden=\"\">\n          <div class=\"tab-content has-image \">\n            <div class=\"media\">\n                              <div class=\"image image-background\" style=\"width:100%\">\n                      <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Illustration for pricing.\"\n      src=\"https:\/\/upcloud.com\/media\/Unbeatable-Price-gray@2x.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/Unbeatable-Price-gray@2x-300x219.png 300w, https:\/\/upcloud.com\/media\/Unbeatable-Price-gray@2x-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Unbeatable-Price-gray@2x-768x561.png 768w, https:\/\/upcloud.com\/media\/Unbeatable-Price-gray@2x.png 1370w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1370\"\n        height=\"1000\"\n                      \/>\n                    <\/div>\n                          <\/div>\n\n            <div class=\"content\">\n                              <h3>\n                  Plans starting at \u20ac3 per month                <\/h3>\n              \n              <p><span style=\"font-weight: 400\">Simple, transparent pricing with no hidden fees. Focus on growth, knowing exactly what you&#8217;ll pay every month. Discover our plans, starting at just \u20ac3 per month.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Experiment with new technologies, build your servers with full root access, and scale resources on demand\u2014all without worrying about unpredictable costs.<br \/>\n<\/span><\/p>\n<p>&nbsp;<\/p>\n\n                              <p class=\"button-wrapper\">\n                  <a class=\"button\" href=\"https:\/\/signup.upcloud.com\/\">\n                    Start free trial                  <\/a>\n                <\/p>\n                          <\/div>\n          <\/div>\n        <\/div>\n          <\/div>\n\n    <div class=\"accordion\" data-allow-multiple>\n              <div class=\"accordion-item\">\n          <h3>\n            <button\n              aria-expanded=\"false\"\n              class=\"accordion-trigger\"\n              aria-controls=\"accordion-modern-cloud-servers\"\n              id=\"accordion-button-modern-cloud-servers\">\n              <span class=\"accordion-title\">\n                Modern Cloud Servers <svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n              <\/span>\n            <\/button>\n          <\/h3>\n\n          <div\n            id=\"accordion-modern-cloud-servers\"\n            role=\"region\"\n            aria-labelledby=\"accordion-modern-cloud-servers\"\n            class=\"accordion-panel\"\n            hidden=\"\">\n            <div class=\"tab-content has-image has-alternative-image-align\">\n              <div class=\"media\">\n                                  <div class=\"image image-background\" style=\"width:100%\">\n                        <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Cloud-Servers-gray@2x.png\" srcset=\"https:\/\/upcloud.com\/media\/Cloud-Servers-gray@2x-300x219.png 300w, https:\/\/upcloud.com\/media\/Cloud-Servers-gray@2x-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Cloud-Servers-gray@2x-768x561.png 768w, https:\/\/upcloud.com\/media\/Cloud-Servers-gray@2x.png 1370w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1370\" height=\"1000\">\n                      <\/div>\n                              <\/div>\n\n              <div class=\"content\">\n                <h2>\n                  Modern Cloud Servers                 <\/h2>\n\n                <p><span style=\"font-weight: 400\">99.999% uptime SLA across Public Cloud, Private Cloud, Managed Kubernetes, Managed Databases, and more.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Choose from a range of Linux and Windows distributions for full control and flexibility. Launch in just 45 seconds through our simple control panel.<\/span><\/p>\n\n                                  <p class=\"button-wrapper\">\n                    <a class=\"button\" href=\"https:\/\/signup.upcloud.com\/\">\n                      Start free trial                    <\/a>\n                  <\/p>\n                              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n\n              <div class=\"accordion-item\">\n          <h3>\n            <button\n              aria-expanded=\"false\"\n              class=\"accordion-trigger\"\n              aria-controls=\"accordion-15-data-centers-in-12-countries\"\n              id=\"accordion-button-15-data-centers-in-12-countries\">\n              <span class=\"accordion-title\">\n                15 Data centers in 12 countries<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n              <\/span>\n            <\/button>\n          <\/h3>\n\n          <div\n            id=\"accordion-15-data-centers-in-12-countries\"\n            role=\"region\"\n            aria-labelledby=\"accordion-15-data-centers-in-12-countries\"\n            class=\"accordion-panel\"\n            hidden=\"\">\n            <div class=\"tab-content has-image has-alternative-image-align\">\n              <div class=\"media\">\n                                  <div class=\"image image-background\" style=\"width:87%\">\n                        <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Fast-deployment-effortless-scaling-gray.png\" srcset=\"https:\/\/upcloud.com\/media\/Fast-deployment-effortless-scaling-gray-300x219.png 300w, https:\/\/upcloud.com\/media\/Fast-deployment-effortless-scaling-gray.png 685w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"685\" height=\"500\">\n                      <\/div>\n                              <\/div>\n\n              <div class=\"content\">\n                <h2>\n                  15 Data centers in 12 countries                <\/h2>\n\n                <p><span style=\"font-weight: 400\">Global reach spanning four continents and 15 data centers.<\/span><\/p>\n<p><span style=\"color: var(--color-paragraph)\">European cloud for a global audience. Help satisfy your compliance requirements with a European, ISO 27001 certified cloud provider.<\/span><\/p>\n<div class=\"buttons\"><\/div>\n<p>&nbsp;<\/p>\n\n                                  <p class=\"button-wrapper\">\n                    <a class=\"button\" href=\"https:\/\/signup.upcloud.com\/\">\n                      Start free trial                    <\/a>\n                  <\/p>\n                              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n\n              <div class=\"accordion-item\">\n          <h3>\n            <button\n              aria-expanded=\"false\"\n              class=\"accordion-trigger\"\n              aria-controls=\"accordion-24-7-365-support\"\n              id=\"accordion-button-24-7-365-support\">\n              <span class=\"accordion-title\">\n                24\/7\/365 support<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n              <\/span>\n            <\/button>\n          <\/h3>\n\n          <div\n            id=\"accordion-24-7-365-support\"\n            role=\"region\"\n            aria-labelledby=\"accordion-24-7-365-support\"\n            class=\"accordion-panel\"\n            hidden=\"\">\n            <div class=\"tab-content has-image \">\n              <div class=\"media\">\n                                  <div class=\"image image-background\" style=\"width:100%\">\n                        <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Landing-24-7-Support-gray@2x.png\" srcset=\"https:\/\/upcloud.com\/media\/Landing-24-7-Support-gray@2x-300x219.png 300w, https:\/\/upcloud.com\/media\/Landing-24-7-Support-gray@2x-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Landing-24-7-Support-gray@2x-768x561.png 768w, https:\/\/upcloud.com\/media\/Landing-24-7-Support-gray@2x.png 1370w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1370\" height=\"1000\">\n                      <\/div>\n                              <\/div>\n\n              <div class=\"content\">\n                <h2>\n                  24\/7\/365 support                <\/h2>\n\n                <p>We pride ourselves on providing outstanding customer service \u2013 24 hours a day, 365 days a year.<\/p>\n<p>In 2024, we were proud to continue our outstanding streak, responding to initial queries in just 46 seconds!<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n\n                                  <p class=\"button-wrapper\">\n                    <a class=\"button\" href=\"https:\/\/signup.upcloud.com\/\">\n                      Start free trial                    <\/a>\n                  <\/p>\n                              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n\n              <div class=\"accordion-item\">\n          <h3>\n            <button\n              aria-expanded=\"false\"\n              class=\"accordion-trigger\"\n              aria-controls=\"accordion-plans-starting-at-e3-per-month\"\n              id=\"accordion-button-plans-starting-at-e3-per-month\">\n              <span class=\"accordion-title\">\n                Plans starting at \u20ac3 per month<svg aria-hidden=\"true\" width=\"41\" height=\"40\" viewBox=\"0 0 41 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M34.4207 13.7783L20.2777 27.9213L6.13672 13.7793V13.7773L7.55072 12.3643L20.2777 25.0923L33.0067 12.3643L34.4207 13.7783Z\" fill=\"currentColor\"\/>\n<\/svg>\n              <\/span>\n            <\/button>\n          <\/h3>\n\n          <div\n            id=\"accordion-plans-starting-at-e3-per-month\"\n            role=\"region\"\n            aria-labelledby=\"accordion-plans-starting-at-e3-per-month\"\n            class=\"accordion-panel\"\n            hidden=\"\">\n            <div class=\"tab-content has-image \">\n              <div class=\"media\">\n                                  <div class=\"image image-background\" style=\"width:100%\">\n                        <img decoding=\"async\" loading=\"lazy\"\n      alt=\"Illustration for pricing.\"\n      src=\"https:\/\/upcloud.com\/media\/Unbeatable-Price-gray@2x.png\"\n              srcset=\"https:\/\/upcloud.com\/media\/Unbeatable-Price-gray@2x-300x219.png 300w, https:\/\/upcloud.com\/media\/Unbeatable-Price-gray@2x-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Unbeatable-Price-gray@2x-768x561.png 768w, https:\/\/upcloud.com\/media\/Unbeatable-Price-gray@2x.png 1370w\"\n        sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\"\n                    width=\"1370\"\n        height=\"1000\"\n                      \/>\n                      <\/div>\n                              <\/div>\n\n              <div class=\"content\">\n                <h2>\n                  Plans starting at \u20ac3 per month                <\/h2>\n\n                <p><span style=\"font-weight: 400\">Simple, transparent pricing with no hidden fees. Focus on growth, knowing exactly what you&#8217;ll pay every month. Discover our plans, starting at just \u20ac3 per month.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Experiment with new technologies, build your servers with full root access, and scale resources on demand\u2014all without worrying about unpredictable costs.<br \/>\n<\/span><\/p>\n<p>&nbsp;<\/p>\n\n                                  <p class=\"button-wrapper\">\n                    <a class=\"button\" href=\"https:\/\/signup.upcloud.com\/\">\n                      Start free trial                    <\/a>\n                  <\/p>\n                              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n\n          <\/div>\n  <\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":59286,"parent":3634,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"43828,39469,975","_relevanssi_noindex_reason":"","footnotes":""},"class_list":["post-9030","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/pages\/9030","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/comments?post=9030"}],"version-history":[{"count":9,"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/pages\/9030\/revisions"}],"predecessor-version":[{"id":9101,"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/pages\/9030\/revisions\/9101"}],"up":[{"embeddable":true,"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/pages\/3634"}],"wp:attachment":[{"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/media?parent=9030"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}