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.

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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.

📈

Cross-Cloud Price Intelligence

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

🔔

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.

🛡

Checkpoint Orchestration

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

📊

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
Spot VMs
Azure
Spot VMs
λ
Lambda
Cloud GPU
CoreWeave
GPU Cloud
RunPod
Serverless
Vast.ai
Marketplace

Simple, transparent pricing

Start saving on GPU costs today. All plans include real-time price monitoring across all supported providers.

Starter

For small teams getting started

$99/mo

Billed monthly

  • Up to $50K/mo GPU spend
  • 3 cloud providers
  • Real-time price monitoring
  • 10 price alerts
  • Savings calculator
  • Email support
Get Started

Enterprise

For large-scale operations

$799/mo

Billed monthly

  • Everything in Pro
  • Dedicated account manager
  • Custom integrations
  • SLA guarantee (99.9%)
  • SSO & team management
  • On-call engineering support
Get Started

🔍 GPU Cost Audit

One-time professional analysis of your GPU cloud spending. Detailed savings report, migration plan, and ROI projections across all providers.

$499
Order Audit
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.