GPU Spot Orchestration for Enterprises

Save 60-80% on GPU cloud costs

Manage spot GPU instances across AWS, GCP, Azure, Lambda, CoreWeave, RunPod, and Vast.ai — without the reliability risk.

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Join engineering teams already saving on GPU compute. No spam.

7+
Cloud Providers
60-80%
Cost Reduction
<30s
Failover Time
24/7
Spot Monitoring

Spot GPUs are 60-80% cheaper. But too risky for production.

Your team knows spot instances exist. They save serious money. But preemption, fragmented pricing across providers, and zero failover tooling make them a non-starter for anything beyond throwaway experiments.

  • Preemption kills jobs mid-run. A 12-hour training run interrupted at hour 11 wastes the full cost. No checkpoint, no recovery.
  • Pricing is fragmented. Every provider has different APIs, regions, GPU types, and pricing models. No single view of the market.
  • No failover tooling. When a spot instance gets reclaimed, your workload dies. Moving to another provider or region requires manual intervention.
  • Ops teams won't touch it. The risk-reward doesn't justify the complexity. So you keep paying full price.

RoofRun makes spot GPUs enterprise-reliable

We monitor spot pricing across 7+ providers, alert on cost-saving opportunities, and orchestrate automatic failover — so your workloads keep running at a fraction of the cost.

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Cross-Cloud Price Intelligence

Real-time spot vs. on-demand pricing across every major GPU provider. One unified dashboard, not seven separate consoles.

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Smart Alerts & Recommendations

Get notified when spot prices drop below your threshold. Receive automated recommendations on when and where to launch workloads.

Automatic Failover

When a spot instance gets reclaimed, RoofRun migrates your workload to another provider or region automatically. Sub-30-second recovery.

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Checkpoint Orchestration

Automated checkpointing for long-running training jobs. If preempted, resume from the last checkpoint — no lost compute, no wasted spend.

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Cost Analytics & Forecasting

Track exactly how much you're saving per workload, per team, per project. Forecast GPU spend with historical price trend data.

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Enterprise-Grade Security

SOC 2 on the roadmap. Your cloud credentials are encrypted at rest. We never access your data — only orchestrate your infrastructure.

Built for GPU-heavy workloads

RoofRun is purpose-built for teams spending $50K-$500K/month on GPU cloud. Here's where the savings are biggest.

ML Training

Training with Checkpointing

Run LLM fine-tuning and model training on spot instances with automated checkpoints every N steps. Preemption becomes a minor inconvenience, not a disaster.

Typical savings: 65-75%
Inference

Batch Inference Pipelines

Process large inference batches across the cheapest available GPUs. Automatic load balancing across providers means maximum throughput at minimum cost.

Typical savings: 70-80%
Development

Dev & Test Environments

Give every ML engineer access to GPUs for experimentation without blowing the budget. Spot instances are perfect for interruptible development work.

Typical savings: 60-75%
Data Processing

Async Processing Pipelines

Video encoding, image generation, embedding computation — any async GPU workload that doesn't need instant results. Queue-based, cost-optimized.

Typical savings: 70-80%

One orchestration layer, seven clouds

RoofRun integrates with every major GPU cloud provider. Monitor, compare, and orchestrate across all of them from a single control plane.

AWS
EC2 Spot
Google Cloud
Preemptible
Azure
Spot VMs
λ
Lambda
Cloud GPU
CoreWeave
GPU Cloud
RunPod
Serverless
Vast.ai
Marketplace

Aligned with your savings

We only make money when you save money. No upfront costs, no flat fees.

Usage-Based Pricing

Pay a small percentage of the savings RoofRun generates for you. If we don't save you money, you pay nothing.

  • No upfront commitment or setup fee
  • Price monitoring across all 7 providers included
  • Unlimited alerts and recommendations
  • Automatic failover and checkpoint orchestration
  • Cost analytics dashboard with team-level breakdown
  • Dedicated support for enterprise accounts
Request Early Access
Get Started

Your GPU bill is too high.
Let's fix that.

Join engineering teams using RoofRun to cut GPU cloud costs by 60-80% — without sacrificing reliability.

You're on the list. We'll be in touch.