Which cloud GPU providers are the best for AI training?
AI Visibility Ranking
Brands ordered by GenRank score for this question.
DirectionalQuestion-level figures rest on at most 6 answers per brand, so treat them as direction, not a verdict; the category ranking is the number to judge by. Scores are for the week of 2026-11-08.
| Rank | Brand | Named by | Score |
|---|---|---|---|
| 1 | CoreWeave | 6/6 | 73.4 |
| 2 | RunPod | 6/6 | 72.1 |
| 3 | Lambda Labs | 6/6 | 59.7 |
| 4 | Google Cloud Platform | 5/6 | 48.7 |
| 5 | AWS | 5/6 | 43.2 |
| 6 | Hyperstack | 3/6 | 31.4 |
| 7 | Vast.ai | 3/6 | 30.5 |
| 8 | Kubernetes | 3/6 | 22.3 |
| 9 | Microsoft Azure | 3/6 | 22.1 |
| 10 | Nebius | 2/6 | 14.1 |
Sources these answers cited
The sites each surface's answer cited this week. The logos are the surfaces that cited the site.
| Source | Cited by |
|---|---|
| runpod.io10 Best GPU Cloud Providers for AI and ML in 2026: H100/H200 Pricing, Interconnects, and Developer Experience Compared |    3 surfaces |
| costbench.comBest GPU Cloud for AI Training 2026: 7 Providers Ranked by Cost & Performance | 2 surfaces |
| digitalocean.comHow to Choose a Cloud GPU Provider for AI/ML Workloads in 2026 |  2 surfaces |
| hyperstack.cloud10+ Leading Cloud GPU Providers Compared | 2 surfaces |
| linkedin.comsocial | 2 surfaces |
| analyticsvidhya.comTop 15+ Cloud GPU Providers For 2026 - Analytics Vidhya | 1 surfaces |
| apidays.global | 1 surfaces |
| c-sharpcorner.comBest GPU Cloud Providers for AI Training in 2026 - C# Corner | 1 surfaces |
| ciphernutz.com20 Cloud Platforms for AI Research (2026): GPU Pricing | 1 surfaces |
| cloud.google.comportal · Cloud GPUs (Graphics Processing Units) | Google Cloud | 1 surfaces |
| commercialsearch.com | 1 surfaces |
| computeprices.comTop 8 Cheapest Cloud GPU Providers for AI Training | Blog | 1 surfaces |
17 more
Rank trend
Rank trends are drawn once two weekly editions under the same methodology exist. Only the first edition is in so far.