<!DOCTYPE html><html lang="en"><head><meta charSet="utf-8" data-next-head=""/><meta name="viewport" content="width=device-width, initial-scale=1.0" data-next-head=""/><link rel="canonical" href="https://vast.ai/article/vast-ai-startup-program" data-next-head=""/><script type="application/ld+json" data-next-head="">{"@context":"https://schema.org","@type":"Organization","name":"Vast.ai","url":"https://vast.ai","logo":"https://vast.ai/home/Vast_Social_Banner.png","foundingDate":"2018","description":"AI compute platform connecting developers with high-performance GPU cloud resources.","address":{"@type":"PostalAddress","streetAddress":"1100 Glendon Ave, Suite 1840","addressLocality":"Los Angeles","addressRegion":"CA","postalCode":"90024","addressCountry":"US"},"contactPoint":[{"@type":"ContactPoint","contactType":"sales","url":"https://vast.ai/contact-sales"},{"@type":"ContactPoint","contactType":"technical 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workloads to Vast.ai, with priority support and production-ready infrastructure." data-next-head=""/><meta property="og:image" content="https://vast.ai/uploads/startup-program-hero.png" data-next-head=""/><meta property="og:url" data-next-head=""/><meta name="twitter:card" content="summary_large_image" data-next-head=""/><meta name="twitter:title" content="Introducing the Vast.ai Startup Program" data-next-head=""/><meta name="twitter:description" content="Startups can get up to $2,500 in free GPU credits when moving workloads to Vast.ai, with priority support and production-ready infrastructure." data-next-head=""/><meta name="twitter:image" content="https://vast.ai/uploads/startup-program-hero.png" data-next-head=""/><meta name="twitter:site" content="@vast_ai" data-next-head=""/><script type="application/ld+json" data-next-head="">{"@context":"https://schema.org","@type":"BlogPosting","mainEntityOfPage":{"@type":"WebPage"},"headline":"Introducing the Vast.ai Startup 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p,.css-16s39rc ul{margin:1rem 0;}.css-16s39rc>p{margin:1.5rem 0;}.css-16s39rc a{color:var(--color-electric-blue);-webkit-text-decoration:underline;text-decoration:underline;}.css-16s39rc ul,.css-16s39rc ol{padding-left:1.5rem;}.css-16s39rc ul{list-style:disc;}.css-16s39rc ol{list-style:decimal;}.css-16s39rc li{margin:0.5rem 0;}.css-16s39rc>iframe{max-width:100%;width:100%;height:auto;aspect-ratio:16/9;}.css-16s39rc div>iframe,.css-16s39rc .twitter-tweet,.css-16s39rc p>img,.css-16s39rc>img,.css-16s39rc>iframe,.css-16s39rc>iframe{margin-left:auto;margin-right:auto;}.css-16s39rc>p>img:first-of-type{border:1px solid #262626;box-sizing:border-box;}.css-16s39rc .article-image-light-frame{background:#ffffff;padding:1rem;border-radius:0.5rem;margin:1.5rem 0;}.css-16s39rc .article-image-light-frame>img{display:block;width:100%;height:auto;}.css-16s39rc blockquote{border-left:0.25rem solid var(--color-electric-blue);padding:0.1rem 0.5rem 0.1rem 1rem;margin:1rem auto;background-color:rgba(255,255,255,0.05);border-radius:0.1rem;}.css-16s39rc pre{color:#ddd;padding:0.5rem;border-radius:0.25rem;width:100%;overflow:auto;font-family:monospace;background:#0b1e2b;white-space:pre;font-size:80%;}.css-16s39rc pre>*{white-space:pre;}.css-16s39rc pre>:first-child{margin-top:0;}.css-16s39rc pre>:last-child{margin-bottom:0;}</style><div class="css-16s39rc eqvlk4w0"><h3>Introducing the Vast.ai Startup Program: AI Infrastructure Without the Burn Rate</h3>
<p>Startups can now get <a href="https://vast.ai/startup">$2,500 in free GPU credits</a> when they move workloads to Vast.ai.</p>
<p>To apply, get in touch with our team to share a bit about your project and compute needs. From there, we&#x27;ll finalize your credit offer, help you configure the right setup, and get you up and running quickly. You&#x27;ll also have access to <strong>24/7 priority support</strong> throughout the credit period.</p>
<p>Compute credits apply across Vast.ai&#x27;s global GPU marketplace, with access to everything from consumer-grade cards to high-end accelerators like A100s and H200s.</p>
<p>The Vast.ai Startup Program gives startups an on-ramp to the same platform that teams rely on well beyond the early stage. That&#x27;s because Vast.ai is designed to scale alongside you - without long-term commitments or runaway costs.</p>
<h3>Built for Real AI Workloads</h3>
<p>From day one, Vast.ai supports the tools and workflows that teams already use. Launch preconfigured environments with Jupyter, Docker, RAPIDS, and Hugging Face to train deep learning models, run large-scale experiments, and process massive datasets on demand.</p>
<p>We offer a growing selection of ready-to-run AI models in our <a href="https://vast.ai/model-library">Model Library</a>, plus thousands of <a href="https://cloud.vast.ai/templates">templates</a> to get started immediately - or deploy your own custom model anytime. Your team can even collaborate across departments and campuses, avoiding duplicated infrastructure and fragmented workflows.</p>
<p>Most importantly, with Vast.ai, your team can cut costs without cutting capability. Reduce infrastructure expenses by <strong>up to 81%</strong> compared to major cloud GPU providers, while paying only for what you need, when you need it.</p>
<p>Plus, most startups can migrate existing workloads with minimal changes and begin running jobs shortly after approval.</p>
<h3>Secure, Compliant, and Production-Ready</h3>
<p>Vast.ai is <strong>SOC 2 Type II</strong> certified and designed to support all of your <a href="https://vast.ai/compliance">security and compliance</a> needs from the start.</p>
<p>Run workloads in isolated instances with end-to-end encryption and full control over compute environments to keep your sensitive data protected. Our <a href="https://cloud.vast.ai/?secure_cloud=true">Secure Cloud</a> option lets you filter for GPUs from our vetted datacenter partners for even higher security needs.</p>
<p>Notably, these safeguards support reproducible research via consistent environments, as well as compliance-friendly configurations aligned with GDPR and HIPAA requirements.</p>
<p>With <a href="https://vast.ai/article/vast-ai-serverless-automated-gpu-scaling">Vast.ai Serverless</a>, moving from development to production is even easier. Inference workloads run through a fully serverless API that automatically routes to the most cost-effective GPUs available, according to your performance requirements. This eliminates manual instance management and capacity planning - so you can leverage our distributed GPU fleet with minimal overhead.</p>
<h3>Get Started with Vast.ai Today</h3>
<p>For early-stage teams, access to affordable GPU compute is crucial. But there&#x27;s more to it than that. You also want infrastructure that scales as you grow and supports evolving security and compliance needs - all without locking you into long-term contracts.</p>
<p>The Vast.ai Startup Program helps you get there faster.</p>
<p><a href="https://vast.ai/startup">Apply today</a> to get up to 2,500 free compute hours and start building on Vast.ai on your own terms.</p></div></div><div class="border-t-[2px] border-solid border-line-weak relative my-14"></div><div class="text-center mt-4"><div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-8"><a class="no-underline self-start" href="/article/why-vast-ai-is-ideal-for-mission-critical-production-systems"><div class="w-full"><img alt="" loading="lazy" width="576" height="288" decoding="async" data-nimg="1" class="w-full h-full object-contain" style="color:transparent" srcSet="/_next/image?url=%2Fuploads%2Fwhy-vast-ai-is-ideal-for-mission-critical-production-systems.png&amp;w=640&amp;q=50 1x, /_next/image?url=%2Fuploads%2Fwhy-vast-ai-is-ideal-for-mission-critical-production-systems.png&amp;w=1200&amp;q=50 2x" src="/_next/image?url=%2Fuploads%2Fwhy-vast-ai-is-ideal-for-mission-critical-production-systems.png&amp;w=1200&amp;q=50"/><div class="w-11/12 text-left gap-4 mt-3"><h3 class="text-white h4 lg:text-[24px] serif-font leading-[110%] font-medium">Why Vast.ai Is Ideal for Mission-Critical Production Systems</h3><div class="text-white sans-font font-medium whitespace-pre mt-1.5 text-[1rem]">January 28, 2026</div></div></div></a><a class="no-underline self-start" href="/article/vast-ai-serverless-automated-gpu-scaling"><div class="w-full"><img alt="" loading="lazy" width="576" height="288" decoding="async" data-nimg="1" class="w-full h-full object-contain" style="color:transparent" srcSet="/_next/image?url=%2Fuploads%2Fvast-serverless-automated-gpu-scaling.png&amp;w=640&amp;q=50 1x, /_next/image?url=%2Fuploads%2Fvast-serverless-automated-gpu-scaling.png&amp;w=1200&amp;q=50 2x" src="/_next/image?url=%2Fuploads%2Fvast-serverless-automated-gpu-scaling.png&amp;w=1200&amp;q=50"/><div class="w-11/12 text-left gap-4 mt-3"><h3 class="text-white h4 lg:text-[24px] serif-font leading-[110%] font-medium">Vast.ai Serverless: Automated GPU Scaling for AI Inference - Without the Overhead</h3><div class="text-white sans-font font-medium whitespace-pre mt-1.5 text-[1rem]">December 8, 2025</div></div></div></a><a class="no-underline self-start" href="/article/vast-soc2-typeII-certification"><div class="w-full"><img alt="" loading="lazy" width="576" height="288" decoding="async" data-nimg="1" class="w-full h-full object-contain" style="color:transparent" srcSet="/_next/image?url=%2Fuploads%2Fvast-soc2-typeII-certification.png&amp;w=640&amp;q=50 1x, /_next/image?url=%2Fuploads%2Fvast-soc2-typeII-certification.png&amp;w=1200&amp;q=50 2x" src="/_next/image?url=%2Fuploads%2Fvast-soc2-typeII-certification.png&amp;w=1200&amp;q=50"/><div class="w-11/12 text-left gap-4 mt-3"><h3 class="text-white h4 lg:text-[24px] serif-font leading-[110%] font-medium">Vast.ai Achieves SOC 2 Type II Certification</h3><div class="text-white sans-font font-medium whitespace-pre mt-1.5 text-[1rem]">August 4, 2025</div></div></div></a></div></div></div></section></main><div class="mt-[100px]"><footer class="bg-[#0d0d0d] py-[60px] md:py-[80px] font-heading border-t border-line-weak"><div class="max-w-[1280px] mx-auto w-full px-[32px] lg:px-[40px] 2xl:px-0"><div class="flex flex-col xl:flex-row gap-[58px]"><div class="flex flex-row gap-[56px] xl:w-[480px] shrink-0"><a class="shrink-0" href="/"><img alt="Vast AI" loading="lazy" width="40" height="45" decoding="async" data-nimg="1" style="color:transparent" src="/logo-footer.svg"/></a><div class="flex flex-col gap-[35px]"><div class="flex flex-col gap-[17px]"><p class="text-white text-[18px] font-bold m-0">Subscribe for our product updates.</p><form class="flex w-full border-b border-line"><input type="email" placeholder="Enter your email" class="text-[18px] w-full bg-transparent outline-none text-white placeholder:text-white/50 font-medium" required="" value=""/><button type="submit" class="bg-transparent p-2 text-white" aria-label="Subscribe"><span class="text-[21px]">→</span></button></form></div><p class="text-white/40 text-[13px] hidden xl:block m-0">© <!-- -->2026<!-- --> Vast.ai. 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From there, we'll finalize your credit offer, help you configure the right setup, and get you up and running quickly. You'll also have access to **24/7 priority support** throughout the credit period.\n\nCompute credits apply across Vast.ai's global GPU marketplace, with access to everything from consumer-grade cards to high-end accelerators like A100s and H200s.\n\nThe Vast.ai Startup Program gives startups an on-ramp to the same platform that teams rely on well beyond the early stage. That's because Vast.ai is designed to scale alongside you - without long-term commitments or runaway costs.\n\n### Built for Real AI Workloads\n\nFrom day one, Vast.ai supports the tools and workflows that teams already use. Launch preconfigured environments with Jupyter, Docker, RAPIDS, and Hugging Face to train deep learning models, run large-scale experiments, and process massive datasets on demand.\n\nWe offer a growing selection of ready-to-run AI models in our [Model Library](https://vast.ai/model-library), plus thousands of [templates](https://cloud.vast.ai/templates) to get started immediately - or deploy your own custom model anytime. Your team can even collaborate across departments and campuses, avoiding duplicated infrastructure and fragmented workflows.\n\nMost importantly, with Vast.ai, your team can cut costs without cutting capability. Reduce infrastructure expenses by **up to 81%** compared to major cloud GPU providers, while paying only for what you need, when you need it.\n\nPlus, most startups can migrate existing workloads with minimal changes and begin running jobs shortly after approval.\n\n### Secure, Compliant, and Production-Ready\n\nVast.ai is **SOC 2 Type II** certified and designed to support all of your [security and compliance](https://vast.ai/compliance) needs from the start.\n\nRun workloads in isolated instances with end-to-end encryption and full control over compute environments to keep your sensitive data protected. Our [Secure Cloud](https://cloud.vast.ai/?secure_cloud=true) option lets you filter for GPUs from our vetted datacenter partners for even higher security needs.\n\nNotably, these safeguards support reproducible research via consistent environments, as well as compliance-friendly configurations aligned with GDPR and HIPAA requirements.\n\nWith [Vast.ai Serverless](https://vast.ai/article/vast-ai-serverless-automated-gpu-scaling), moving from development to production is even easier. Inference workloads run through a fully serverless API that automatically routes to the most cost-effective GPUs available, according to your performance requirements. This eliminates manual instance management and capacity planning - so you can leverage our distributed GPU fleet with minimal overhead.\n\n### Get Started with Vast.ai Today\n\nFor early-stage teams, access to affordable GPU compute is crucial. But there's more to it than that. You also want infrastructure that scales as you grow and supports evolving security and compliance needs - all without locking you into long-term contracts.\n\nThe Vast.ai Startup Program helps you get there faster.\n\n[Apply today](https://vast.ai/startup) to get up to 2,500 free compute hours and start building on Vast.ai on your own terms.\n","fullPath":"/vercel/path0/content/posts/vast-ai-startup-program.mdx","author_slug":"team-vast","author_name":"Team Vast","author_image":"/android-chrome-512x512.png","author_fullPath":"/vercel/path0/content/authors/team-vast.mdx","author_description":"","dateString":"2026-02-06","source":{"compiledSource":"\"use strict\";\nconst {Fragment: _Fragment, jsx: _jsx, jsxs: _jsxs} = arguments[0];\nconst {useMDXComponents: _provideComponents} = arguments[0];\nfunction _createMdxContent(props) {\n  const _components = {\n    a: \"a\",\n    h3: \"h3\",\n    p: \"p\",\n    strong: \"strong\",\n    ..._provideComponents(),\n    ...props.components\n  };\n  return _jsxs(_Fragment, {\n    children: [_jsx(_components.h3, {\n      children: \"Introducing the Vast.ai Startup Program: AI Infrastructure Without the Burn Rate\"\n    }), \"\\n\", _jsxs(_components.p, {\n      children: [\"Startups can now get \", _jsx(_components.a, {\n        href: \"https://vast.ai/startup\",\n        children: \"$2,500 in free GPU credits\"\n      }), \" when they move workloads to Vast.ai.\"]\n    }), \"\\n\", _jsxs(_components.p, {\n      children: [\"To apply, get in touch with our team to share a bit about your project and compute needs. 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From there, we'll finalize your credit offer, help you configure the right setup, and get you up and running quickly. You'll also have access to **24/7 priority support** throughout the credit period.\n\nCompute credits apply across Vast.ai's global GPU marketplace, with access to everything from consumer-grade cards to high-end accelerators like A100s and H200s.\n\nThe Vast.ai Startup Program gives startups an on-ramp to the same platform that teams rely on well beyond the early stage. That's because Vast.ai is designed to scale alongside you - without long-term commitments or runaway costs.\n\n### Built for Real AI Workloads\n\nFrom day one, Vast.ai supports the tools and workflows that teams already use. Launch preconfigured environments with Jupyter, Docker, RAPIDS, and Hugging Face to train deep learning models, run large-scale experiments, and process massive datasets on demand.\n\nWe offer a growing selection of ready-to-run AI models in our [Model Library](https://vast.ai/model-library), plus thousands of [templates](https://cloud.vast.ai/templates) to get started immediately - or deploy your own custom model anytime. Your team can even collaborate across departments and campuses, avoiding duplicated infrastructure and fragmented workflows.\n\nMost importantly, with Vast.ai, your team can cut costs without cutting capability. Reduce infrastructure expenses by **up to 81%** compared to major cloud GPU providers, while paying only for what you need, when you need it.\n\nPlus, most startups can migrate existing workloads with minimal changes and begin running jobs shortly after approval.\n\n### Secure, Compliant, and Production-Ready\n\nVast.ai is **SOC 2 Type II** certified and designed to support all of your [security and compliance](https://vast.ai/compliance) needs from the start.\n\nRun workloads in isolated instances with end-to-end encryption and full control over compute environments to keep your sensitive data protected. Our [Secure Cloud](https://cloud.vast.ai/?secure_cloud=true) option lets you filter for GPUs from our vetted datacenter partners for even higher security needs.\n\nNotably, these safeguards support reproducible research via consistent environments, as well as compliance-friendly configurations aligned with GDPR and HIPAA requirements.\n\nWith [Vast.ai Serverless](https://vast.ai/article/vast-ai-serverless-automated-gpu-scaling), moving from development to production is even easier. Inference workloads run through a fully serverless API that automatically routes to the most cost-effective GPUs available, according to your performance requirements. This eliminates manual instance management and capacity planning - so you can leverage our distributed GPU fleet with minimal overhead.\n\n### Get Started with Vast.ai Today\n\nFor early-stage teams, access to affordable GPU compute is crucial. But there's more to it than that. You also want infrastructure that scales as you grow and supports evolving security and compliance needs - all without locking you into long-term contracts.\n\nThe Vast.ai Startup Program helps you get there faster.\n\n[Apply today](https://vast.ai/startup) to get up to 2,500 free compute hours and start building on Vast.ai on your own terms.\n","fullPath":"/vercel/path0/content/posts/vast-ai-startup-program.mdx","author_slug":"team-vast","author_name":"Team Vast","author_image":"/android-chrome-512x512.png","author_fullPath":"/vercel/path0/content/authors/team-vast.mdx","author_description":""}},"suggested":[{"slug":"why-vast-ai-is-ideal-for-mission-critical-production-systems","title":"Why Vast.ai Is Ideal for Mission-Critical Production Systems","date":"01/28/2026","description":"Learn how Vast.ai combines distributed GPU capacity, automated serverless operations, Secure Cloud infrastructure, and enterprise support for production workloads.","image":"uploads/why-vast-ai-is-ideal-for-mission-critical-production-systems.png","tags":["Enterprise","Infrastructure","Reliability","Security","Serverless"],"author":"team-vast","content":"\nWhen your production system goes down, everything stops. It can mean missed deadlines, interrupted inference pipelines, broken user experiences, lost revenue, and much more. For mission-critical workloads, even brief outages have serious consequences.\n\nVast.ai was built around the understanding that some workloads simply cannot afford downtime. When that's the case, you need peace of mind that your GPU infrastructure is dependable and resilient under pressure. Here's how Vast.ai delivers that reliability.\n\n## Reliability as a Design Principle\n\nRather than relying on a centralized architecture or a single provider or region, Vast.ai operates as a globally distributed platform with capacity pooled across **17,000+ GPUs hosted by 1,400+ providers in over 500 locations** worldwide. As demand shifts or spikes, scaling pressure can be absorbed across the platform.\n\nFor long-running production systems, this translates into steadier throughput even under bursty AI workloads.\n\nVast.ai's distributed design also shapes how failures are handled. For instance, hardware degradation and individual host outages are inevitable in real-world environments. But by spreading workloads across a broad pool of GPU infrastructure, localized issues stay isolated and contained – limiting systemic risk and preserving overall availability.\n\n## Reducing Downtime Risk Through Automation\n\nOperational complexity is another common source of production failures. Manual scaling and instance management introduce risk precisely when systems are under stress.\n\nVast.ai reduces this risk by supporting deployment models that emphasize seamless operational consistency. In particular, our [Serverless offering](https://vast.ai/article/vast-ai-serverless-automated-gpu-scaling) removes many of the manual steps that can lead to production incidents. It automatically handles the following:\n\n- **Proactive capacity provisioning** based on historical usage patterns, real-time load, and ongoing market benchmarking to anticipate demand before it peaks.\n- **Automated workload routing** to achieve the best fit for your performance targets, selecting different GPU types or hardware configurations accordingly.\n- **Pre-warmed reserve capacity** to minimize laggy cold starts and avoid performance degradation during sudden traffic increases.\n\nThis simplifies day-to-day operations while improving continuity for critical workloads. Of course, strong security foundations are just as essential.\n\n## Security as a Foundation for Reliability\n\nSecurity and reliability are closely intertwined. At Vast.ai, security remains a top priority aligned with the needs of enterprise-grade production systems.\n\nFor teams running mission-critical workloads, our [Secure Cloud](https://cloud.vast.ai/?secure_cloud=true) offering strengthens reliability and helps ensure stability under real-world conditions. It's our highest-security tier, where workloads run exclusively on GPU infrastructure from vetted datacenter partners.\n\nSecure Cloud datacenter partners operate from professionally managed facilities and sign expanded hosting agreements with additional Data Processing Agreement coverage. Certifications held by partners may include **ISO 27001**, **HIPAA**, **NIST**, **PCI DSS**, **GDPR**, and **SOC 1–3** standards. Partners are also subject to Vast.ai's due diligence and ongoing verification – which means clearer incident response procedures, continuous monitoring, and well-defined escalation paths.\n\nThese measures reduce both the likelihood and the impact of incidents that could otherwise lead to downtime.\n\nBut that's not all. Vast.ai also delivers the performance and control that modern enterprises need to operate production systems at scale.\n\n## Enterprise-Ready Infrastructure and Support\n\nFrom fully isolated GPU clusters to white-glove support, Vast.ai offers enterprise-grade controls and safeguards, such as:\n\n- **Priority response and escalation** with rapid escalation pathways 24/7 for production-critical issues.\n- **Guided onboarding and ongoing optimization** with direct access to Vast engineers who can help configure, launch, and continuously optimize your deployment for long-term stability.\n\nEvery element of Vast.ai's platform is designed with one goal: to keep your production systems running securely and predictably.\n\n## The Bottom Line\n\nReliability doesn't come down to a single feature. Instead, it's the outcome of thoughtful design – and the assumption that failures may occasionally happen despite all safeguards in place. How that challenge is met makes all the difference.\n\nUltimately, you need GPU infrastructure that delivers exceptional performance, not only under ideal conditions but also when conditions are less than ideal. **Vast.ai** is built for that reality, providing the resilience required to keep essential systems online when it matters most – at a fraction of the cost of traditional clouds.\n\nGet enterprise-grade reliability without the enterprise price tag. [Talk to our team](https://vast.ai/contact-sales) about your production requirements today.\n","fullPath":"/vercel/path0/content/posts/why-vast-ai-is-ideal-for-mission-critical-production-systems.mdx","author_slug":"team-vast","author_name":"Team Vast","author_image":"/android-chrome-512x512.png","author_fullPath":"/vercel/path0/content/authors/team-vast.mdx","author_description":""},{"slug":"vast-ai-serverless-automated-gpu-scaling","title":"Vast.ai Serverless: Automated GPU Scaling for AI Inference - Without the Overhead","date":"12/08/2025","description":"Announcing Vast.ai Serverless for GPU inference with predictive optimization, multi-workergroup endpoints, pay-per-second pricing, and enterprise-grade compliance.","image":"uploads/vast-serverless-automated-gpu-scaling.png","tags":["Serverless","GPU","Inference","Scaling","Pricing","Compliance","Security"],"author":"team-vast","content":"\nVast.ai is thrilled to announce the launch of our Serverless offering for GPU workloads, enabling automatic, pay-per-use scaling for AI inference without hyperscaler pricing or fixed infrastructure constraints.\n\nWith [Vast.ai Serverless](https://vast.ai/products/serverless), users run inference workloads through a fully serverless API on Vast's globally distributed GPU cloud. That means no manual instance management and no capacity planning. Instead, the platform automatically applies predictive optimization and flexible scaling, with access to a diverse GPU fleet -- so teams can deploy production AI systems that scale when needed and yet stay cost-efficient at all times.\n\nHow does this serverless model work in practice? Let's take a closer look!\n\n\u003cdiv style={{ margin: \"48px auto\", maxWidth: \"960px\", width: \"100%\" }}\u003e\n  \u003cdiv style={{ position: \"relative\", paddingBottom: \"56.25%\", height: 0, overflow: \"hidden\", borderRadius: \"12px\", background: \"#000\" }}\u003e\n    \u003ciframe\n      src=\"https://www.youtube-nocookie.com/embed/0PAPzSZa3tA?rel=0\"\n      title=\"Vast.ai Serverless overview\"\n      allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\"\n      allowFullScreen\n      referrerPolicy=\"strict-origin-when-cross-origin\"\n      loading=\"lazy\"\n      style={{ position: \"absolute\", top: 0, left: 0, width: \"100%\", height: \"100%\", border: 0 }}\n    \u003e\u003c/iframe\u003e\n  \u003c/div\u003e\n\u003c/div\u003e\n\n### Where GPU Cloud Meets Serverless AI\n\nVast.ai Serverless provides access to a wide range of GPUs, from RTX-class consumer GPUs to enterprise-grade machines like A100s, H100s, and B200s. Rather than managing individual instances, all you have to do is define performance targets, and Vast handles the rest.\n\nBehind the scenes, Vast.ai continuously benchmarks GPUs across a global network of more than **17,000 GPUs hosted by 1,400+ providers in over 500 locations worldwide**. As workloads run, the platform dynamically selects, provisions, and routes jobs to the most efficient hardware available at that moment.\n\nThe key is predictive optimization.\n\n### Predictive Optimization Built for Real-World Workloads\n\nMost serverless platforms react to demand after it appears. Vast.ai Serverless goes further.\n\nOur predictive optimization feature analyzes historical usage patterns, real-time load, and ongoing market benchmarking to anticipate demand before it peaks. Based on those signals, the platform **proactively provisions GPU workers** that balance cost and latency -- ready to activate on demand rather than scrambling to scale once performance has already degraded.\n\nThese reserve workers help avoid the laggy cold starts and unpredictable costs common with other GPU serverless offerings. Not to mention having to pay for excess GPU capacity that isn't actively being used.\n\n### Multiple Workergroups per Endpoint\n\nUnlike traditional serverless systems that restrict endpoints to a single hardware profile, Vast.ai Serverless [supports multiple Workergroups per Endpoint](https://docs.vast.ai/documentation/serverless/architecture). A Workergroup is a collection of GPU workers that are managed as a logical unit to automatically adjust capacity to meet demand.\n\nIn our Serverless offering, each Workergroup in an Endpoint can specify different GPU types or hardware configurations. This lets a single API endpoint serve workloads using whichever Workergroup is most cost-effective or the best fit for your performance targets. For example, lighter requests might route to consumer GPUs, while heavier inference jobs scale onto H100s -- with no manual intervention needed.\n\nIn practice, this makes it possible to optimize performance and cost-efficiency in real time within a single deployment. And that brings us to pricing.\n\n### Lowest-Cost Transparent Serverless Pricing\n\nVast.ai Serverless is the **lowest-cost autoscaling GPU cloud** on the market today.\n\nOur Serverless workloads are billed per second, with support for On-Demand, Interruptible, and Reserved pricing. There are [no tiers and no limits](https://docs.vast.ai/documentation/serverless/pricing) -- and all you need is $5 to get started.\n\nBecause Vast draws from a competitive global market of GPU providers, pricing reflects real supply and demand rather than preset SKUs. As demand scales up, Vast.ai Serverless automatically selects the most cost-effective GPUs available. When demand drops, resources are released immediately, and billing stops.\n\nAs a result, teams can run production workloads at a fraction of the cost compared to traditional providers with centralized infrastructure. However, lower costs don't mean lower standards. Security and compliance remain core to our platform.\n\n### Enterprise-Ready Security and Compliance\n\nVast.ai is built with security and compliance as foundational principles. Our platform is backed by **SOC 2 Type II** [certification](https://vast.ai/article/vast-soc2-typeII-certification), with ongoing audits every 12 months to ensure continual coverage.\n\nFor customers with the highest security requirements, Vast.ai offers a tiered compliance structure with our [Secure Cloud](https://cloud.vast.ai/?secure_cloud=true) offering. In the Secure Cloud, workloads run on isolated instances with direct SSH, CLI, and API access, hosted by our vetted datacenter partners that meet **ISO 27001** standards at minimum. Many partners maintain additional certifications. (Full details are available on our [compliance page](https://vast.ai/compliance).)\n\nOther enterprise security features -- including private VPN access, optional audit trails, and enterprise-grade compliance support -- can be enabled as needed.\n\nIn all cases, data sovereignty remains fully in your control. Models, data, and workloads persist only as long as you choose and can be deleted at any time.\n\n### How to Automatically Scale GPU Compute for AI Inference\n\nWith Vast.ai Serverless, you can go from [zero to compute](https://docs.vast.ai/documentation/serverless) in seconds. In short, here's how the process works:\n\n1. Bring your own machine learning model\n2. Send an inference request\n3. Vast.ai Serverless routes and provisions compute on ready GPUs\n4. GPU executes and returns results\n5. Serverless predictively scales up and down based on usage\n\nThat's all there is to it! From request to response, Vast.ai handles all of the heavy lifting. You also gain access to ample metrics and debugging tools, including logs and Jupyter/SSH.\n\n### Get Started with Vast.ai Serverless\n\nOur Serverless offering makes it easy to run AI inference without managing infrastructure or overpaying for capacity. Vast.ai Serverless gives you a simple and straightforward path from experiment to production -- and it's ready when you are.\n\nLeverage Vast's distributed GPU fleet on your own terms. Check out our [Serverless Overview](https://docs.vast.ai/documentation/serverless) and start building today!\n","fullPath":"/vercel/path0/content/posts/vast-ai-serverless-automated-gpu-scaling.mdx","author_slug":"team-vast","author_name":"Team Vast","author_image":"/android-chrome-512x512.png","author_fullPath":"/vercel/path0/content/authors/team-vast.mdx","author_description":""},{"slug":"vast-soc2-typeII-certification","title":"Vast.ai Achieves SOC 2 Type II Certification","date":"08/04/2025","description":"Vast.ai has achieved SOC 2 Type II certification, demonstrating our commitment to enterprise-grade security, data protection, and compliance. Learn about our comprehensive security controls, Secure Cloud offering, and ongoing compliance roadmap that ensures your data remains secure and protected.","image":"uploads/vast-soc2-typeII-certification.png","tags":["Security","Compliance","SOC 2","Data Protection","Privacy","Enterprise","Certification","Trust","Audit","Infrastructure"],"author":"team-vast","content":"\nAt **Vast.ai**, we believe privacy and security are inextricably woven into our mission to equip customers worldwide with accessible, scalable GPUs. In honor of this commitment, we are pleased to announce that we have achieved **SOC 2 Type II certification** – an independent assurance that with us, your data is secure, reliably available, and continuously protected.\n\nVast.ai’s Enduring Security Commitment\n\nEarlier this year, our [SOC 2 Type I audit](https://vast.ai/article/vast-ai-achieves-soc-2-type-1-certication) confirmed we have the right internal controls in place to meet trust services criteria for data security, integrity, and privacy. The Type II audit put those controls to the test, evaluating their operational effectiveness over an extended period.\n\nAchieving **SOC 2 Type II certification** is independent validation that the security infrastructure we've built over 6+ years of trusted service continues to meet rigorous [compliance standards](https://vast.ai/article/security-and-compliance-at-vast-ai) in day-to-day execution. This achievement strengthens our ability to support the evolving security needs of enterprises, research institutions, and organizations building on our infrastructure.\n\nHere's a quick look at SOC 2 Type II and what it entails.\n\n### What Is SOC 2 Type II?\n\nSystem and Organization Controls 2 (SOC 2\\) audits – developed by the American Institute of Certified Public Accountants (AICPA) – protect customer data by rigorously evaluating an organization’s internal controls across security, confidentiality, privacy, and processing integrity benchmarks.\n\n- **Type I** reports provide a control design snapshot at a single point in time.\n\n- **Type II** reports go further, assessing how those controls perform over months of continuous operation – confirming they're both well-designed and consistently implemented.\n\nAchieving both Type I and Type II certifications means your sensitive data is secure, available, and privately stored across all our systems. This establishes a foundation of enduring excellence aligned with rigorous industry standards for all customers, which we can tailor to your unique data security and regulatory compliance needs to scale infrastructure and further reduce risks.\n\nAfter completing our initial 3-month Type II audit, we’ve launched a standard 12-month cycle to ensure we have no gaps in coverage. This two-phase strategy lets us move fast on improvements, then settle into an annual rhythm of verification. We are now in the 12-month cycle with continuous coverage year round.\n\n### Vast.ai's Secure Cloud Offering\n\nFor customers with stricter security and compliance requirements, our [**Secure Cloud**](https://cloud.vast.ai/?secure_cloud=true) offering provides high-security GPU access through our certified datacenter partners. This environment, already backed by stringent operational and security controls, now benefits from the added assurance of a SOC 2 Type II audit across our platform infrastructure.\n\nOur **[Trust Center](https://trust.vast.ai/?utm_source=blog)** offers a deeper look into our controls, compliance stance, FAQs and Subprocessors, and our other compliance certifications provide additional safeguards.\n\nWhy This Matters\n\nEarning our **SOC 2 Type II certification** is another step forward in strengthening our foundation of trust and security that our customers rely on every day. It reflects both our adherence to proven industry practices and our ongoing commitment to transparency.\n\nThis achievement isn't the end of our compliance journey – it's part of an ongoing initiative. Vast.ai will undergo SOC 2 Type II audits every 12 months to ensure continual coverage.\n\nAdditionally, we've requested an [**SOC 3 report**](https://www.aicpa-cima.com/topic/audit-assurance/audit-and-assurance-greater-than-soc-3), which will provide a publicly available summary of our security posture for those who want to review our controls without accessing the full SOC 2 report.\n\n### Our Ongoing Commitment\n\nAchieving the **SOC 2 Type II certification** is a crucial step in our compliance roadmap as we continue to build trustworthy and dependable GPU infrastructure for our users. Alongside other security and [compliance measures](https://vast.ai/compliance) across cloud and AI services, such as our [SOC 2 Type I certification](https://vast.ai/article/vast-ai-achieves-soc-2-type-1-certication) and [Vulnerability Bounty Program](https://vast.ai/article/announcing-the-vast-ai-vulnerability-bounty-program), we are weaving security and trust throughout our platform for every member of our community.\n\nThrough this integrated approach, we’re dedicated to protecting the privacy and integrity of the data entrusted to us by developers, researchers, and enterprise teams around the world. We take this responsibility seriously as a distributed peer-to-peer platform powering global compute, and we look forward to sharing future updates as we continue to advance our security and compliance roadmap.\n\nFor more information on Vast.ai's comprehensive security and compliance stance, or to request a copy of our SOC 2 reports, please contact us at [compliance@vast.ai](mailto:compliance@vast.ai).\n\nThank you to our team at Vast.ai and our audit partners for helping us achieve this milestone.\n\nWe’re committed to protecting your data and upholding the trust you place in us, and we’ll keep you updated on our ongoing progress in our mission to provide powerful, dependable GPUs.\n","fullPath":"/vercel/path0/content/posts/vast-soc2-typeII-certification.mdx","author_slug":"team-vast","author_name":"Team Vast","author_image":"/android-chrome-512x512.png","author_fullPath":"/vercel/path0/content/authors/team-vast.mdx","author_description":""}],"readingTime":3},"__N_SSG":true},"page":"/article/[post]","query":{"post":"vast-ai-startup-program"},"buildId":"mJjwgzhLXMmOjk5N7DFaU","isFallback":false,"gsp":true,"scriptLoader":[{"id":"google-tag-manager","strategy":"lazyOnload","dangerouslySetInnerHTML":{"__html":"\n\t\t\t\t\t\t\t\t(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\t\t\t\t\t\t\t\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\t\t\t\t\t\t\t\tj=d.createElement(s),dl=l!='dataLayer'?'\u0026l='+l:'';j.async=true;j.src=\n\t\t\t\t\t\t\t\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t\t\t\t\t\t\t\t})(window,document,'script','dataLayer','GTM-T5T5F6P');\n\t\t\t\t\t\t\t"}}]}</script></body></html>