GPU Cloud Providers Compared 2026: 9 Platforms Ranked by Price
Nine GPU cloud providers ranked by real hourly prices, from budget to enterprise.
💡 What You Will Learn
Nine GPU cloud providers ranked by real hourly prices, from budget to enterprise.
📜 Table of Contents
GPU Cloud Providers Compared 2026
Prices below are public pay-as-you-go rates as of mid-2026; spot and reserved pricing varies. Star counts where relevant from 2026-07-31.
The rankings (RTX 3090 / A100-class hourly)
| Provider | 3090-class | A100-class | Best for |
|---|---|---|---|
| Vast.ai | 0.25-0.35 | 0.70-1.10 | cheapest, flexible |
| RunPod | 0.34 | 1.19-1.49 | balance, serverless |
| Lambda | 0.39 | 1.29 | dedicated, reliable |
| Fluidstack | 0.30-0.40 | 1.10-1.40 | bulk training |
| CoreWeave | 0.50-0.60 | 1.50-2.00 | enterprise K8s |
| Paperspace | 0.42 | 1.70 | gradient notebooks |
| AWS (g5/p4) | 1.00+ | 3.20+ | compliance, scale |
| GCP | 1.00+ | 3.50+ | Google ecosystem |
| Azure | 1.00+ | 3.70+ | Microsoft ecosystem |
Key takeaways
- The hyperscalers (AWS/GCP/Azure) cost 3-10x the budget providers for the same GPU
- Budget providers (Vast, Fluidstack) win on price but you manage more yourself
- RunPod and Lambda sit in the middle: reasonable price, good tooling
- For managed inference, pay-per-token (Together, Baseten) removes GPU management entirely
Choosing guide
- Student / experiment: Vast.ai spot
- Startup serving: RunPod Serverless
- Production with SLA: Lambda or CoreWeave
- Enterprise compliance: hyperscaler
FAQ
Are cheaper providers reliable? Vast.ai is a marketplace - check reputation and run benchmarks before committing. Which is best for fine-tuning? RunPod or Lambda with pre-built PyTorch images save setup time.
❓ FAQ
Are cheaper providers reliable?
Vast.ai is a marketplace - check reputation and run benchmarks before committing.
Which is best for fine-tuning?
RunPod or Lambda with pre-built PyTorch images save setup time.
Written by our editorial team; tools listed here are tested or verified against public sources. Links point to official sites or GitHub repos for reference only โ no paid placements.
