High-Performance AI & HPC Clusters - Built for Your Biggest Workloads
Why Vast.ai Clusters?
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Scalable Performance
Seamlessly scale from tens to hundreds of GPUs or CPUs.
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Cost-Efficient Clusters
Pay only for what you need with transparent pricing—no hidden fees..
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Speed to Market
Rapid deployment, so you can spin up production-grade clusters in hours, not weeks.
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Trusted & Secure
Enterprise-grade security, SLAs, and round-the-clock support.
Clusters Are Best For
- Ongoing, Large-Scale AI Workloads
- High-Performance Computing (HPC) Use Cases
- Enterprises & Teams With Sustained Demands
- You’ re training large or complex models (NLP, computer vision, recommendation engines) on a frequent basis.
- Multiple data scientists or teams depend on consistent GPU/CPU resources.
- Scientific research, simulations, and big-data analytics that demand multi-node architectures.
- You need guaranteed performance and specialized cluster configurations.
- You require stable capacity, enterprise SLAs, and robust support for mission-critical workloads.
- You have a clear budget for HPC/AI infrastructure and need flexible pricing that scales with usage.
See our on-demand GPUs if
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You Only Run Small or One-Off GPU Jobs.
Occasional model training or inference tasks that a single GPU instance can handle.
Bootstrapped or hobby projects with minimal, sporadic compute needs.
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You’re Experimental or Short-Term
If you only need quick, ad-hoc bursts of compute, standard on-demand instances might be more cost-effective.
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You Don’t Need Guaranteed Capacity
If you’re happy hopping between spot instances or partial availability, a dedicated cluster may be overkill.
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Flexible, Dedicated Hardware
Get exactly the CPU/GPU mix you need, plus custom networking and storage configurations.
Scale up or down based on project phases—no wasted resources.
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Full Integration & Toolchain Support
Seamlessly integrate popular ML frameworks (TensorFlow, PyTorch, etc.) and HPC libraries.
Compatible with container-based workflows (Docker, Kubernetes) for easy deployment.
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Transparent Billing & Monitoring
Real-time cost tracking to align spend with usage and prevent overruns.
Detailed resource utilization dashboards for performance analysis.
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Expert Guidance & SLA-Backed Support
24/7 assistance from HPC/AI specialists who can help optimize cluster performance.
Enterprise-grade SLAs ensure peace of mind for mission-critical projects.
