{"id":1129,"date":"2025-11-19T11:02:13","date_gmt":"2025-11-19T09:02:13","guid":{"rendered":"https:\/\/upcloud.com\/global\/us\/solutions\/ai-ml-gpu-server-solutions\/"},"modified":"2026-05-28T13:42:52","modified_gmt":"2026-05-28T12:42:52","slug":"ai-ml-gpu-server-solutions","status":"publish","type":"page","link":"https:\/\/upcloud.com\/global\/solutions\/ai-ml-gpu-server-solutions\/","title":{"rendered":"AI\/ML GPU Servers"},"content":{"rendered":"\n<section  class=\"block block-hero\">\n      <div class=\"image image-background image-background-layer image-background-mobile\">\n          <img decoding=\"async\" class=\"wpsmartcrop-image\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/hero-mobile-solutions-wille-tornqvist.jpg\" srcset=\"https:\/\/upcloud.com\/media\/hero-mobile-solutions-wille-tornqvist-90x300.jpg 90w, https:\/\/upcloud.com\/media\/hero-mobile-solutions-wille-tornqvist-307x1024.jpg 307w, https:\/\/upcloud.com\/media\/hero-mobile-solutions-wille-tornqvist-461x1536.jpg 461w, https:\/\/upcloud.com\/media\/hero-mobile-solutions-wille-tornqvist-614x2048.jpg 614w, https:\/\/upcloud.com\/media\/hero-mobile-solutions-wille-tornqvist-6x20.jpg 6w, https:\/\/upcloud.com\/media\/hero-mobile-solutions-wille-tornqvist.jpg 768w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"768\" height=\"2560\" style=\" object-position: 48.15% 7.28%;\" data-smartcrop-focus=\"[&quot;48.15&quot;,&quot;7.28&quot;]\">\n        <\/div>\n  \n      <div class=\"image image-background image-background-layer image-background-desktop \">\n          <img decoding=\"async\" class=\"wpsmartcrop-image\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/hero-desktop-solutions-wille-tornqvist.jpg\" srcset=\"https:\/\/upcloud.com\/media\/hero-desktop-solutions-wille-tornqvist-300x232.jpg 300w, https:\/\/upcloud.com\/media\/hero-desktop-solutions-wille-tornqvist-1024x792.jpg 1024w, https:\/\/upcloud.com\/media\/hero-desktop-solutions-wille-tornqvist-768x594.jpg 768w, https:\/\/upcloud.com\/media\/hero-desktop-solutions-wille-tornqvist-1536x1189.jpg 1536w, https:\/\/upcloud.com\/media\/hero-desktop-solutions-wille-tornqvist.jpg 1680w\" sizes=\"auto, (max-width: 768px) 100vw, (max-width: 1200px) 50vw, 100vw\" width=\"1680\" height=\"1300\" style=\" object-position: 72.37% 10.12%;\" data-smartcrop-focus=\"[&quot;72.37&quot;,&quot;10.12&quot;]\">\n        <\/div>\n  \n  <div class=\"container\">\n\n    <div class=\"text-flow\">\n      <h1 id=\"content\">\n        Powerful, private, and cost-efficient GPU Cloud for AI\/ML      <\/h1>\n\n              <p>UpCloud&#8217;s NVIDIA L40S Cloud GPUs are engineered for the demands of modern AI\/ML, offering the performance you need without the hidden fees or vendor lock-in.<\/p>\n<p>Power your projects, from LLM inference to complex machine learning tasks, right from our European cloud.<\/p>\n          <\/div>\n\n          <div class=\"features items\">\n        <div class=\"item\">\n\n                      \n<div class=\"small-components\">\n    \n      <p class=\"additional-info\">\n        \n      Build AI without giving up control    <\/p>\n    \n  <\/div>\n\n          \n          \n        <\/div>\n\n                  <div class=\"item\">\n            <p class=\"badge\">\n              Wille, IT Engineer            <\/p>\n          <\/div>\n              <\/div>\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=\"M34.5 16V6H6.5V8H32.5V16H34.5ZM16.5 21H8.5V32H19.5V34H6.5V12H8.5V19H16.5V21ZM12.5 14.5V12.5H20.5V14.5H12.5ZM26.5 14.5V12.5H28.5V14.5H26.5ZM22.5 14.5V12.5H24.5V14.5H22.5ZM19.5 19V24.72C19.5 27.39 20.84 29.89 23.06 31.38L27 34.01L30.94 31.38C33.17 29.9 34.5 27.4 34.5 24.72V19H19.5ZM21.5 24.72V21H32.5V24.72C32.5 26.73 31.5 28.6 29.83 29.71L27 31.6L24.17 29.71C22.5 28.6 21.5 26.72 21.5 24.72Z\" fill=\"url(#paint0_linear_3008_11691)\"\/><defs><linearGradient id=\"paint0_linear_3008_11691\" x1=\"34.5\" y1=\"34.0077\" x2=\"6.5\" y2=\"34.0077\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n              <h2>\n          Privacy-first by design        <\/h2>\n      \n              <p>Host your AI workloads in Finland, within GDPR-compliant data centers, backed by strong jurisdictional protections. This means your models and data are secured without public cloud exposure.<\/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=\"M28.32 20.26L26.59 21.26L31.53 29.82L21.09 31.78V11.73L24.59 17.79L26.32 16.79L20.09 6L13.86 16.79L15.59 17.79L19.09 11.73V31.78L8.64 29.82L13.59 21.26L11.86 20.26L5.5 31.27L20.09 34L34.67 31.27L28.32 20.26Z\" fill=\"url(#paint0_linear_3008_11640)\"\/><defs><linearGradient id=\"paint0_linear_3008_11640\" x1=\"34.67\" y1=\"33.9977\" x2=\"5.5\" y2=\"33.9977\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n              <h2>\n          Sustainable computing        <\/h2>\n      \n              <p>Innovate responsibly. Our Helsinki data center is powered by 100% renewables 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      \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=\"M19.5 21.9995H23.501V33.9995H6.5V16.9995H10.5V19.0005H8.5V32.0005H21.5V24.0005H19.5V21.9995ZM14.5004 6H34.5004V24H27.5004V22H32.5004V8H16.5004L16.5004 22L19.5 21.9995V24.0005L14.5004 24V6ZM29.5001 16.9999H27.5001V12.9999H23.5001V10.9999H29.5001V16.9999Z\" fill=\"url(#paint0_linear_3008_11707)\"\/><defs><linearGradient id=\"paint0_linear_3008_11707\" x1=\"34.5004\" y1=\"33.9972\" x2=\"6.5\" y2=\"33.9972\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n              <h2>\n          No platform dependencies        <\/h2>\n      \n              <p>We don\u2019t force you into proprietary ML platforms or opaque orchestration layers. Whether you&#8217;re fine-tuning LLaMA, deploying open-source LLMs, or building on PyTorch, our infrastructure supports your chosen open-source tools without restriction.<\/p>\n      \n    <\/li>\n  <\/ul>\n      <\/div>\n\n\n  \n<\/section>\n\n\n\n<section class=\"block block-product-tour-tabs has-background-color-white\">\n  <div class=\"container\">\n\n          <div class=\"top-wrapper\">\n                  <p class=\"kicker\">\n            Seamless Integration          <\/p>\n        \n        <div class=\"heading-wrapper\">\n\n                      <h2 class=\"\">\n              Robust AI\/ML Ecosystem            <\/h2>\n          \n            \n                  <\/div>\n      <\/div>\n    \n    <div class=\"tablist\" role=\"tablist\" aria-orientation=\"horizontal\" aria-label=\"Robust AI\/ML Ecosystem\">\n      <div class=\"tab-list-box\">\n                  <button role=\"tab\"\n                  aria-selected=\"true\"\n                  aria-controls=\"architecture-tab\"\n                  id=\"architecture-tab-button\"\n                  class=\"tab-button\"\n                  >\n            Architecture          <\/button>\n                  <button role=\"tab\"\n                  aria-selected=\"false\"\n                  aria-controls=\"storage-tab\"\n                  id=\"storage-tab-button\"\n                  class=\"tab-button\"\n                  tabindex=\"-1\">\n            Storage          <\/button>\n                  <button role=\"tab\"\n                  aria-selected=\"false\"\n                  aria-controls=\"kubernetes-tab\"\n                  id=\"kubernetes-tab-button\"\n                  class=\"tab-button\"\n                  tabindex=\"-1\">\n            Kubernetes          <\/button>\n              <\/div>\n    <\/div>\n\n    <div class=\"tabpanels\">\n              <div tabindex=\"0\"\n              role=\"tabpanel\"\n              id=\"architecture-tab\"\n              aria-labelledby=\"architecture\"\n              >\n          <div class=\"tab-content has-image \">\n            <div class=\"media\">\n                              <div class=\"image image-background\" >\n                      <img decoding=\"async\" loading=\"lazy\"\n      alt=\"5th gen AMD EPYC Turin hardware benchmark comparison - UpCloud.com\"\n      src=\"https:\/\/upcloud.com\/media\/Performance-benchmarking-gray@2x.jpg\"\n              srcset=\"https:\/\/upcloud.com\/media\/Performance-benchmarking-gray@2x-300x219.jpg 300w, https:\/\/upcloud.com\/media\/Performance-benchmarking-gray@2x-1024x747.jpg 1024w, https:\/\/upcloud.com\/media\/Performance-benchmarking-gray@2x-768x561.jpg 768w, https:\/\/upcloud.com\/media\/Performance-benchmarking-gray@2x.jpg 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                  Balanced architecture with AMD EPYC Servers                <\/h3>\n              \n              <p>Pair your GPU Servers with our high-performance 5th-gen AMD EPYC Cloud Servers for a complete and perfectly balanced architecture. Conquer massive parallel jobs and general tasks without compromise in a single architecture.<\/p>\n\n                          <\/div>\n          <\/div>\n        <\/div>\n              <div tabindex=\"0\"\n              role=\"tabpanel\"\n              id=\"storage-tab\"\n              aria-labelledby=\"storage\"\n              hidden=\"\">\n          <div class=\"tab-content has-image \">\n            <div class=\"media\">\n                              <div class=\"image image-background\" >\n                      <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Object_Storage_Scalabletopetabytes-gray@2x.png\" srcset=\"https:\/\/upcloud.com\/media\/Object_Storage_Scalabletopetabytes-gray@2x-300x219.png 300w, https:\/\/upcloud.com\/media\/Object_Storage_Scalabletopetabytes-gray@2x-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Object_Storage_Scalabletopetabytes-gray@2x-768x561.png 768w, https:\/\/upcloud.com\/media\/Object_Storage_Scalabletopetabytes-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                  Scalable Object Storage                <\/h3>\n              \n              <p>Fuel your workloads with our high-speed Managed Object Storage, ideal for storing immutable files like model checkpoints and large datasets. It supports stateless and concurrent access from any number of hosts, with built-in object versioning.<\/p>\n\n                          <\/div>\n          <\/div>\n        <\/div>\n              <div tabindex=\"0\"\n              role=\"tabpanel\"\n              id=\"kubernetes-tab\"\n              aria-labelledby=\"kubernetes\"\n              hidden=\"\">\n          <div class=\"tab-content has-image \">\n            <div class=\"media\">\n                              <div class=\"image image-background\" >\n                      <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Managed-Kubernetes-gray@2x-1.png\" srcset=\"https:\/\/upcloud.com\/media\/Managed-Kubernetes-gray@2x-1-300x219.png 300w, https:\/\/upcloud.com\/media\/Managed-Kubernetes-gray@2x-1-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Managed-Kubernetes-gray@2x-1-768x561.png 768w, https:\/\/upcloud.com\/media\/Managed-Kubernetes-gray@2x-1.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                  Unified Infrastructure with Managed Kubernetes                <\/h3>\n              \n              <p>Coming soon, our Managed Kubernetes service will allow you to manage mixed workloads, enabling you to combine non-GPU and GPU workloads within the same cluster. Benefit from autoscaling support for your inference layer, multi-model routing with ease (e.g., for A\/B testing models), and simplified observability.<\/p>\n\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-architecture\"\n              id=\"accordion-button-architecture\">\n              <span class=\"accordion-title\">\n                Architecture<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-architecture\"\n            role=\"region\"\n            aria-labelledby=\"accordion-architecture\"\n            class=\"accordion-panel\"\n            hidden=\"\">\n            <div class=\"tab-content has-image \">\n              <div class=\"media\">\n                                  <div class=\"image image-background\" >\n                        <img decoding=\"async\" loading=\"lazy\"\n      alt=\"5th gen AMD EPYC Turin hardware benchmark comparison - UpCloud.com\"\n      src=\"https:\/\/upcloud.com\/media\/Performance-benchmarking-gray@2x.jpg\"\n              srcset=\"https:\/\/upcloud.com\/media\/Performance-benchmarking-gray@2x-300x219.jpg 300w, https:\/\/upcloud.com\/media\/Performance-benchmarking-gray@2x-1024x747.jpg 1024w, https:\/\/upcloud.com\/media\/Performance-benchmarking-gray@2x-768x561.jpg 768w, https:\/\/upcloud.com\/media\/Performance-benchmarking-gray@2x.jpg 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                  Balanced architecture with AMD EPYC Servers                <\/h2>\n\n                <p>Pair your GPU Servers with our high-performance 5th-gen AMD EPYC Cloud Servers for a complete and perfectly balanced architecture. Conquer massive parallel jobs and general tasks without compromise in a single architecture.<\/p>\n\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-storage\"\n              id=\"accordion-button-storage\">\n              <span class=\"accordion-title\">\n                Storage<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-storage\"\n            role=\"region\"\n            aria-labelledby=\"accordion-storage\"\n            class=\"accordion-panel\"\n            hidden=\"\">\n            <div class=\"tab-content has-image \">\n              <div class=\"media\">\n                                  <div class=\"image image-background\" >\n                        <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Object_Storage_Scalabletopetabytes-gray@2x.png\" srcset=\"https:\/\/upcloud.com\/media\/Object_Storage_Scalabletopetabytes-gray@2x-300x219.png 300w, https:\/\/upcloud.com\/media\/Object_Storage_Scalabletopetabytes-gray@2x-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Object_Storage_Scalabletopetabytes-gray@2x-768x561.png 768w, https:\/\/upcloud.com\/media\/Object_Storage_Scalabletopetabytes-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                  Scalable Object Storage                <\/h2>\n\n                <p>Fuel your workloads with our high-speed Managed Object Storage, ideal for storing immutable files like model checkpoints and large datasets. It supports stateless and concurrent access from any number of hosts, with built-in object versioning.<\/p>\n\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-kubernetes\"\n              id=\"accordion-button-kubernetes\">\n              <span class=\"accordion-title\">\n                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=\"accordion-kubernetes\"\n            role=\"region\"\n            aria-labelledby=\"accordion-kubernetes\"\n            class=\"accordion-panel\"\n            hidden=\"\">\n            <div class=\"tab-content has-image \">\n              <div class=\"media\">\n                                  <div class=\"image image-background\" >\n                        <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Managed-Kubernetes-gray@2x-1.png\" srcset=\"https:\/\/upcloud.com\/media\/Managed-Kubernetes-gray@2x-1-300x219.png 300w, https:\/\/upcloud.com\/media\/Managed-Kubernetes-gray@2x-1-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Managed-Kubernetes-gray@2x-1-768x561.png 768w, https:\/\/upcloud.com\/media\/Managed-Kubernetes-gray@2x-1.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                  Unified Infrastructure with Managed Kubernetes                <\/h2>\n\n                <p>Coming soon, our Managed Kubernetes service will allow you to manage mixed workloads, enabling you to combine non-GPU and GPU workloads within the same cluster. Benefit from autoscaling support for your inference layer, multi-model routing with ease (e.g., for A\/B testing models), and simplified observability.<\/p>\n\n                              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n\n          <\/div>\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-icon-content-columns has-background-color-gray-50\">\n  <div class=\"container\">\n\n          <div class=\"wrapper-content\">\n        <div class=\"content\">\n          \n                      <h2>\n              Unleashed performance with NVIDIA L40S GPUs            <\/h2>\n          \n                      <p>Power your most demanding AI\/ML tasks with enterprise-grade hardware.<\/p>\n                  <\/div>\n\n              <\/div>\n    \n    <div class=\"cols cols-two\">\n\n              \n<div class=\"box has-gradient-border\">\n\n    <div class=\"heading\">\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              <h3>\n          High throughput &amp; reliability        <\/h3>\n          <\/div>\n\n    <div class=\"box-content\">\n      <div>\n        <p>Our Cloud GPU servers are built on enterprise-grade infrastructure with redundancy at every level, delivering consistent performance and reliability for generative AI, LLM inference, and AI model training.<\/p>\n      <\/div>\n\n          <\/div>\n\n\n<\/div>\n\n              \n<div class=\"box has-gradient-border\">\n\n    <div class=\"heading\">\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=\"M14.5 8H8.5V17H14.5V8ZM6.5 6V19H16.5V6H6.5ZM20.5 23V32H8.5V23H20.5ZM6.5 34V21H22.5V34H6.5ZM26.5 23H32.5V32H26.5V23ZM24.5 34V21H34.5V34H24.5ZM20.5 8H32.5V17H20.5V8ZM18.5 19V6H34.5V19H18.5Z\" fill=\"url(#paint0_linear_3008_11796)\"\/><defs><linearGradient id=\"paint0_linear_3008_11796\" 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              <h3>\n          Designed for AI\/ML        <\/h3>\n          <\/div>\n\n    <div class=\"box-content\">\n      <div>\n        <p>The NVIDIA L40S GPUs are specifically suitable for fine-tuning and inference, enabling high throughput at flexible pricing for LLM builders and inference teams.<\/p>\n      <\/div>\n\n          <\/div>\n\n\n<\/div>\n\n      \n    <\/div>\n\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-cta is-content-side no-image has-background-color- \">\n  <div class=\"container\">\n    <div class=\"wrapper-main\">\n\n      \n      <h2>Save on your monthly bills with Zero-cost egress<\/h2>\n\n      <div class=\"wrapper-content\">\n        <p>Forget unpredictable network bills at the end of the month. With zero-cost egress, you\u2019ll <b>never see a surprise bill for transfer usage.<\/b><\/p>\n<p><b>Never pay for network transfer<\/b>, even when you scale up, you can redirect savings towards accelerating your business growth.<\/p>\n\n        \n                <div class=\"cta-links\">\n                      <p class=\"button-wrapper\">\n              <a class=\"button button-white\" href=\"https:\/\/upcloud.com\/global\/products\/zero-cost-egress\/\">\n                Zero-cost Egress              <\/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-white\">\n  <div class=\"container\">\n\n          <div class=\"top-wrapper\">\n        \n        <div class=\"heading-wrapper\">\n\n                      <h2 class=\"\">\n              Flexible GPU Access, Zero Lock-in            <\/h2>\n          \n            \n                  <\/div>\n      <\/div>\n    \n    <div class=\"tablist\" role=\"tablist\" aria-orientation=\"horizontal\" aria-label=\"Flexible GPU Access, Zero Lock-in\">\n      <div class=\"tab-list-box\">\n                  <button role=\"tab\"\n                  aria-selected=\"true\"\n                  aria-controls=\"self-service-deployment-tab\"\n                  id=\"self-service-deployment-tab-button\"\n                  class=\"tab-button\"\n                  >\n            Self-service deployment          <\/button>\n                  <button role=\"tab\"\n                  aria-selected=\"false\"\n                  aria-controls=\"scalable-gpus-tab\"\n                  id=\"scalable-gpus-tab-button\"\n                  class=\"tab-button\"\n                  tabindex=\"-1\">\n            Scalable GPUs          <\/button>\n              <\/div>\n    <\/div>\n\n    <div class=\"tabpanels\">\n              <div tabindex=\"0\"\n              role=\"tabpanel\"\n              id=\"self-service-deployment-tab\"\n              aria-labelledby=\"self-service-deployment\"\n              >\n          <div class=\"tab-content has-image has-alternative-image-align\">\n            <div class=\"media\">\n                              <div class=\"image image-background\" >\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                          <\/div>\n\n            <div class=\"content\">\n                              <h3>\n                  Instant start, zero commitment                <\/h3>\n              \n              <p>Spin up NVIDIA L40S GPU resources directly from your UpCloud Hub when you need them. Go live today without talking to sales or signing 12-month agreements.<\/p>\n\n                          <\/div>\n          <\/div>\n        <\/div>\n              <div tabindex=\"0\"\n              role=\"tabpanel\"\n              id=\"scalable-gpus-tab\"\n              aria-labelledby=\"scalable-gpus\"\n              hidden=\"\">\n          <div class=\"tab-content has-image has-alternative-image-align\">\n            <div class=\"media\">\n                              <div class=\"image image-background\" >\n                      <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Features-hosting-providers-need-gray@2x.png\" srcset=\"https:\/\/upcloud.com\/media\/Features-hosting-providers-need-gray@2x-300x219.png 300w, https:\/\/upcloud.com\/media\/Features-hosting-providers-need-gray@2x-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Features-hosting-providers-need-gray@2x-768x561.png 768w, https:\/\/upcloud.com\/media\/Features-hosting-providers-need-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                  Built for agile development                <\/h3>\n              \n              <p>UpCloud\u2019s flexible model supports agile development cycles, allowing you to scale your GPU resources up or down based on actual demand. This freedom from fixed billing and pre-allocated GPU blocks makes it ideal for startups, research teams, and project-based work.<\/p>\n\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-self-service-deployment\"\n              id=\"accordion-button-self-service-deployment\">\n              <span class=\"accordion-title\">\n                Self-service deployment<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-self-service-deployment\"\n            role=\"region\"\n            aria-labelledby=\"accordion-self-service-deployment\"\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\" >\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                              <\/div>\n\n              <div class=\"content\">\n                <h2>\n                  Instant start, zero commitment                <\/h2>\n\n                <p>Spin up NVIDIA L40S GPU resources directly from your UpCloud Hub when you need them. Go live today without talking to sales or signing 12-month agreements.<\/p>\n\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-scalable-gpus\"\n              id=\"accordion-button-scalable-gpus\">\n              <span class=\"accordion-title\">\n                Scalable GPUs<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-scalable-gpus\"\n            role=\"region\"\n            aria-labelledby=\"accordion-scalable-gpus\"\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\" >\n                        <img decoding=\"async\" loading=\"lazy\" alt=\"-\" src=\"https:\/\/upcloud.com\/media\/Features-hosting-providers-need-gray@2x.png\" srcset=\"https:\/\/upcloud.com\/media\/Features-hosting-providers-need-gray@2x-300x219.png 300w, https:\/\/upcloud.com\/media\/Features-hosting-providers-need-gray@2x-1024x747.png 1024w, https:\/\/upcloud.com\/media\/Features-hosting-providers-need-gray@2x-768x561.png 768w, https:\/\/upcloud.com\/media\/Features-hosting-providers-need-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                  Built for agile development                <\/h2>\n\n                <p>UpCloud\u2019s flexible model supports agile development cycles, allowing you to scale your GPU resources up or down based on actual demand. This freedom from fixed billing and pre-allocated GPU blocks makes it ideal for startups, research teams, and project-based work.<\/p>\n\n                              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n\n          <\/div>\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-icon-content-columns has-background-color-gray-50\">\n  <div class=\"container\">\n\n          <div class=\"wrapper-content\">\n        <div class=\"content\">\n          \n                      <h2>\n              Cost-efficient GPU power for real workloads            <\/h2>\n          \n                      <p>Stop paying for GPU time you don&#8217;t use. Our unique hourly billing model is designed to align with the dynamic nature of AI\/ML development, from training sprints to intermittent inference jobs.<\/p>\n                  <\/div>\n\n              <\/div>\n    \n    <div class=\"cols cols-three\">\n\n              \n<div class=\"box has-gradient-border\">\n\n    <div class=\"heading\">\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=\"M28.32 20.26L26.59 21.26L31.53 29.82L21.09 31.78V11.73L24.59 17.79L26.32 16.79L20.09 6L13.86 16.79L15.59 17.79L19.09 11.73V31.78L8.64 29.82L13.59 21.26L11.86 20.26L5.5 31.27L20.09 34L34.67 31.27L28.32 20.26Z\" fill=\"url(#paint0_linear_3008_11640)\"\/><defs><linearGradient id=\"paint0_linear_3008_11640\" x1=\"34.67\" y1=\"33.9977\" x2=\"5.5\" y2=\"33.9977\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n              <h3>\n          Pay only when active        <\/h3>\n          <\/div>\n\n    <div class=\"box-content\">\n      <div>\n        <p>GPU servers are not billed when the server is shut down. Perfect for teams needing high-end GPU power without long-term commitments. Note: Storage and IP addresses are billed monthly.<\/p>\n      <\/div>\n\n          <\/div>\n\n\n<\/div>\n\n              \n<div class=\"box has-gradient-border\">\n\n    <div class=\"heading\">\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=\"M19.5 21.9995H23.501V33.9995H6.5V16.9995H10.5V19.0005H8.5V32.0005H21.5V24.0005H19.5V21.9995ZM14.5004 6H34.5004V24H27.5004V22H32.5004V8H16.5004L16.5004 22L19.5 21.9995V24.0005L14.5004 24V6ZM29.5001 16.9999H27.5001V12.9999H23.5001V10.9999H29.5001V16.9999Z\" fill=\"url(#paint0_linear_3008_11707)\"\/><defs><linearGradient id=\"paint0_linear_3008_11707\" x1=\"34.5004\" y1=\"33.9972\" x2=\"6.5\" y2=\"33.9972\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n              <h3>\n          Avoid overprovisioning        <\/h3>\n          <\/div>\n\n    <div class=\"box-content\">\n      <div>\n        <p>Traditional monthly GPU billing can lead to waste. Our usage-based model lets you scale compute precisely to your workload, avoiding overprovisioning and gaining significant cost optimization compared to fixed monthly plans.<\/p>\n      <\/div>\n\n          <\/div>\n\n\n<\/div>\n\n              \n<div class=\"box has-gradient-border\">\n\n    <div class=\"heading\">\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=\"M34.5 31.68H34.51V34H34.5L34.48 33.98L20.51 27.64L6.51 33.99H6.5V12H8.5V30.54L20.51 25.34L32.5 30.53V8H6.5V6H34.5V31.68ZM28.5 12H12.5V14H28.5V12ZM12.5 19.81H28.5V17.81H12.5V19.81Z\" fill=\"url(#paint0_linear_3008_11719)\"\/><defs><linearGradient id=\"paint0_linear_3008_11719\" x1=\"34.51\" 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              <h3>\n          Transparent pricing        <\/h3>\n          <\/div>\n\n    <div class=\"box-content\">\n      <div>\n        <p>Benefit from clear, usage-based pricing with no hidden egress charges or resource bundling. This is a distinct advantage for users currently using providers like AWS, GCP, and Linode, who are seeking lower costs and better billing models.<\/p>\n      <\/div>\n\n          <\/div>\n\n\n<\/div>\n\n      \n    <\/div>\n\n  <\/div>\n<\/section>\n\n\n\n<section class=\"block block-cta is-content-side no-image has-background-color- has-gradient-gradient-dark-red-purple-diagonal\">\n  <div class=\"container\">\n    <div class=\"wrapper-main\">\n\n      \n      <h2>GPU Servers with 100% renewable energy<\/h2>\n\n      <div class=\"wrapper-content\">\n        <p>Experience the power of <strong>NVIDIA L40S<\/strong> GPUs!<\/p>\n<p>By using sustainable infrastructure, the waste heat generated by the servers is collected and utilized in the district heating network, warming local homes.<\/p>\n<p><strong>Location<\/strong>: Helsinki, Finland<br \/>\n<strong>Processor<\/strong>: 8 vCPUs AMD EPYC 9575F<br \/>\n<strong>Memory<\/strong>: 64 GB DDR5 RAM<br \/>\n<strong>Price<\/strong>: from $1.27 \/ hour<\/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                Start 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-gray-50\">\n  <div class=\"container\">\n    <div class=\"items image-left column-layout- \">\n              <div class=\"item text-flow\">\n          \n                      <h2>\n              Your own AI sandbox, ready in minutes.            <\/h2>\n          \n          <p>Skip the API fees and data privacy concerns. 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\n                      <p class=\"button-wrapper\">\n              <a href=\"https:\/\/upcloud.com\/global\/resources\/tutorials\/running-llms-on-upcloud-gpus-with-ollama\/\" class=\"button\">\n                Ready to build?              <\/a>\n            <\/p>\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-pricing block-pricing-table has-background-color-white\" id=\"configurations\">\n  <div class=\"container\">\n\n          <h2>Available configurations<\/h2>\n    \n    \n    <div class=\"tabpanels\">\n              <div\n          class=\"tab-content\"\n          tabindex=\"0\"\n          role=\"tabpanel\"\n          id=\"gpu-servers-tab\"\n          aria-labelledby=\"gpu-servers\"\n                    >\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                              $1.27\/hour                            <\/p>\n                          \n                                                  <\/div>\n\n                        <p class=\"button-wrapper\">\n                          <a class=\"button button-white\" href=\"https:\/\/signup.upcloud.com\/\">\n                            Start today                          <\/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>\nCPU cores<\/th>\n                                                          <th>RAM<\/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\">                              <sup>$1.267\/h<\/sup><br><b class=\"price\"><sup>$851\/mo<\/sup><\/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\">                              <sup>$1.425\/h<\/sup><br><b class=\"price\"><sup>$958\/mo<\/sup><\/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\">                              <sup>$1.742\/h<\/sup><br><b class=\"price\"><sup>$1170\/mo<\/sup><\/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\">                              <sup>$2.058\/h<\/sup><br><b class=\"price\"><sup>$1400\/mo<\/sup><\/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\">                              <sup>$2.375\/h<\/sup><br><b class=\"price\"><sup>$1596\/mo<\/sup><\/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\">                              <sup>$3.008\/h<\/sup><br><b class=\"price\"><sup>$2022\/mo<\/sup><\/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\">                              <sup>$3.642\/h<\/sup><br><b class=\"price\"><sup>$2447\/mo<\/sup><\/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\">                              <sup>$4.275\/h<\/sup><br><b class=\"price\"><sup>$2873\/mo<\/sup><\/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\">                              <sup>$4.275\/h<\/sup><br><b class=\"price\"><sup>$2873\/mo<\/sup><\/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\">                              <sup>$4.908\/h<\/sup><br><b class=\"price\"><sup>$3298\/mo<\/sup><\/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\">                              <sup>$5.542\/h<\/sup><br><b class=\"price\"><sup>$3724\/mo<\/sup><\/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, maximum of 28 days per month. Prices exclude any applicable <a href=\"https:\/\/upcloud.com\/global\/resources\/tutorials\/vat-gst-international-businesses\/\">local taxes<\/a>.<\/p>\n<p>All plans include zero-cost egress,\u00a0<a href=\"https:\/\/upcloud.com\/global\/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-icon-content-columns has-background-color-gray-50\">\n  <div class=\"container\">\n\n          <div class=\"wrapper-content\">\n        <div class=\"content\">\n          \n                      <h2>\n              What you get with GPU Servers on UpCloud            <\/h2>\n          \n                  <\/div>\n\n              <\/div>\n    \n    <div class=\"cols cols-three\">\n\n              \n<div class=\"box has-gradient-border\">\n\n    <div class=\"heading\">\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          Ubuntu AI\/ML-ready        <\/h3>\n          <\/div>\n\n    <div class=\"box-content\">\n      <div>\n        <p>Get started quick and easy with the AI\/ML-ready GPU Ubuntu template, which comes pre-configured with many of the tools and drivers required for GPU workloads, saving you setup time and ensuring compatibility.<\/p>\n      <\/div>\n\n          <\/div>\n\n\n<\/div>\n\n              \n<div class=\"box has-gradient-border\">\n\n    <div class=\"heading\">\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=\"M19.5 21.9995H23.501V33.9995H6.5V16.9995H10.5V19.0005H8.5V32.0005H21.5V24.0005H19.5V21.9995ZM14.5004 6H34.5004V24H27.5004V22H32.5004V8H16.5004L16.5004 22L19.5 21.9995V24.0005L14.5004 24V6ZM29.5001 16.9999H27.5001V12.9999H23.5001V10.9999H29.5001V16.9999Z\" fill=\"url(#paint0_linear_3008_11707)\"\/><defs><linearGradient id=\"paint0_linear_3008_11707\" x1=\"34.5004\" y1=\"33.9972\" x2=\"6.5\" y2=\"33.9972\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n              <h3>\n          Zero data transfer fees        <\/h3>\n          <\/div>\n\n    <div class=\"box-content\">\n      <div>\n        <p>Ensure high availability and seamless traffic distribution. Eliminate unexpected network transfer fees impacting your monthly bills. Enjoy predictable pricing and focus on building, not budgeting.<\/p>\n      <\/div>\n\n          <\/div>\n\n\n<\/div>\n\n              \n<div class=\"box has-gradient-border\">\n\n    <div class=\"heading\">\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 21H27.66C28.09 22.44 29.41 23.5 31 23.5C32.93 23.5 34.5 21.93 34.5 20C34.5 18.07 32.93 16.5 31 16.5C29.42 16.5 28.09 17.56 27.66 19H17.5V10.5H27.66C28.09 11.94 29.41 13 31 13C32.93 13 34.5 11.43 34.5 9.5C34.5 7.57 32.93 6 31 6C29.42 6 28.09 7.06 27.66 8.5H6.5V10.5H15.5V29.5H8.5V14.5H6.5V31.5H27.66C28.09 32.94 29.41 34 31 34C32.93 34 34.5 32.43 34.5 30.5C34.5 28.57 32.93 27 31 27C29.42 27 28.09 28.06 27.66 29.5H17.5V21ZM31 18.5C31.83 18.5 32.5 19.17 32.5 20C32.5 20.83 31.83 21.5 31 21.5C30.17 21.5 29.5 20.83 29.5 20C29.5 19.17 30.17 18.5 31 18.5ZM31 8C31.83 8 32.5 8.67 32.5 9.5C32.5 10.33 31.83 11 31 11C30.17 11 29.5 10.33 29.5 9.5C29.5 8.67 30.17 8 31 8ZM31 29C31.83 29 32.5 29.67 32.5 30.5C32.5 31.33 31.83 32 31 32C30.17 32 29.5 31.33 29.5 30.5C29.5 29.67 30.17 29 31 29Z\" fill=\"url(#paint0_linear_3008_11770)\"\/><defs><linearGradient id=\"paint0_linear_3008_11770\" 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              <h3>\n          99.999% SLA        <\/h3>\n          <\/div>\n\n    <div class=\"box-content\">\n      <div>\n        <p>Strong focus on reliability backed by N+1 redundancy on every business-critical component in our infrastructure ensures resilience by design with a 99.999% Service Level Agreement.<\/p>\n      <\/div>\n\n          <\/div>\n\n\n<\/div>\n\n              \n<div class=\"box has-gradient-border\">\n\n    <div class=\"heading\">\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=\"M31.126 12H31.128L32.542 13.414L17.693 28.263L16.278 26.848L31.126 12ZM8.5 19.0704L9.915 17.6564L16.278 24.0204L14.864 25.4344L8.5 19.0704Z\" fill=\"url(#paint0_linear_3008_11658)\"\/><defs><linearGradient id=\"paint0_linear_3008_11658\" x1=\"32.542\" y1=\"28.2617\" x2=\"8.5\" y2=\"28.2617\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#F52536\"\/><stop offset=\"0.586538\" stop-color=\"#7B00FF\"\/><\/linearGradient><\/defs><\/svg>\n\n              <h3>\n          Compliance certifications        <\/h3>\n          <\/div>\n\n    <div class=\"box-content\">\n      <div>\n        <p>Wide range of certifications depending on the data center including but not limited to: ISO 27001, SOC 2 Type II,\u00a0PCI-DSS,\u00a0HIPAA,\u00a0NIST 800-53, and GDPR in all countries of the European Economic Area.<\/p>\n      <\/div>\n\n          <\/div>\n\n\n<\/div>\n\n              \n<div class=\"box has-gradient-border\">\n\n    <div class=\"heading\">\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              <h3>\n          Global private network        <\/h3>\n          <\/div>\n\n    <div class=\"box-content\">\n      <div>\n        <p>High performance, private connectivity across our global network\u00a0by creating isolated environments within zones and only allowing traffic through a Cloud Server acting as a firewall and router.<\/p>\n      <\/div>\n\n          <\/div>\n\n\n<\/div>\n\n              \n<div class=\"box has-gradient-border\">\n\n    <div class=\"heading\">\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=\"M28 13.5C28 17.64 24.64 21 20.5 21C16.36 21 13 17.64 13 13.5C13 9.36 16.36 6 20.5 6C24.64 6 28 9.36 28 13.5ZM26 13.5C26 10.46 23.54 8 20.5 8C17.46 8 15 10.46 15 13.5C15 16.54 17.46 19 20.5 19C23.54 19 26 16.54 26 13.5ZM6.5 34V23.5H34.5V34H32.5V25.5H8.5V34H6.5Z\" fill=\"url(#paint0_linear_3008_11634)\"\/><defs><linearGradient id=\"paint0_linear_3008_11634\" 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              <h3>\n          24\/7 Customer support        <\/h3>\n          <\/div>\n\n    <div class=\"box-content\">\n      <div>\n        <p>Always available support, ensuring your infrastructure runs smoothly, around the clock. We pride ourselves on providing outstanding customer service \u2013 24 hours a day, 365 days a year.<\/p>\n      <\/div>\n\n          <\/div>\n\n\n<\/div>\n\n      \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 \">\n  <div class=\"container\">\n    <div class=\"wrapper-main\">\n\n      \n      <h2>Ready to get started?<\/h2>\n\n      <div class=\"wrapper-content\">\n        <p><span style=\"font-weight: 400\">Unlock powerful, private, and cost-efficient GPU computing for your AI\/ML projects today.<\/span><\/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                Deploy your L40S GPU now              <\/a>\n            <\/p>\n          \n          \n                  <\/div>\n        \n      <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":5421,"parent":1099,"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":"910,43,748,346,367,109","_relevanssi_noindex_reason":"","footnotes":""},"class_list":["post-1129","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/pages\/1129","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\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/comments?post=1129"}],"version-history":[{"count":4,"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/pages\/1129\/revisions"}],"predecessor-version":[{"id":7199,"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/pages\/1129\/revisions\/7199"}],"up":[{"embeddable":true,"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/pages\/1099"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/media\/5421"}],"wp:attachment":[{"href":"https:\/\/upcloud.com\/global\/wp-json\/wp\/v2\/media?parent=1129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}