Buyer prompt · published evidence
Which GPU clouds are strongest for reserving hundreds of tightly networked accelerators for a multi-month training program?
An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.
- Intent
- recommendation
- Model providers
- 3
- Categories
- 1
- Last observed
- Aug 9, 2026, 12:00 AM UTC
Competitive outcome
Brands surfaced
Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.
| # | Brand | Category | Providers | Mentions | Owned citations | Provider evidence |
|---|---|---|---|---|---|---|
| 01 | Google Cloudcloud.google.com ↗ | GPU clouds | 2 | 4 | 0 | Openai · Gemini |
| 02 | Microsoft Azureazure.microsoft.com ↗ | GPU clouds | 2 | 4 | 0 | Openai · Gemini |
| 03 | Runpodrunpod.io ↗ | GPU clouds | 2 | 3 | 2 | Openai · Gemini |
| 04 | Lambda Cloudlambda.ai ↗ | GPU clouds | 2 | 3 | 0 | Openai · Gemini |
| 05 | Vast.aivast.ai ↗ | GPU clouds | 1 | 2 | 1 | Openai |
| 06 | IBM Cloudibm.com ↗ | GPU clouds | 1 | 1 | 1 | Gemini |
Model comparison
Answer matrix
One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.
| Provider | Model version | Category | Brands surfaced | Citations | Unique domains | Answer hash |
|---|---|---|---|---|---|---|
| Openai | openai/gpt-4o-mini | GPU clouds | Lambda Cloud · Runpod · Vast.ai · Google Cloud · Microsoft Azure | 5 | 5 | e5287ea7…846ec |
| Anthropic | anthropic/claude-haiku-4-5 | GPU clouds | None observed | 0 | 0 | c30eb738…d3a71 |
| Gemini | google/gemini-2.5-flash | GPU clouds | Lambda Cloud · Runpod · Google Cloud · Microsoft Azure · IBM Cloud | 5 | 5 | 74fef5ef…85d43 |
URL-derived citations
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.
| Domain | Cited page | Best position | Providers | Observations | Categories |
|---|---|---|---|---|---|
| jarvislabs.ai | https://jarvislabs.ai/ai-faqs/best-cloud-gpu-providers-2026 ↗ | 1 | Openai · Gemini | 2 | GPU clouds |
| runpod.io | https://runpod.io/articles/guides/top-cloud-gpu-providers ↗ | 1 | Openai · Gemini | 2 | GPU clouds |
| gmicloud.ai | https://gmicloud.ai/en/blog/best-cloud-gpu-rentals-for-startups-in-2026-complete-comparison-guide ↗ | 3 | Openai | 1 | GPU clouds |
| together.ai | https://together.ai/blog/together-instant-clusters-ga ↗ | 3 | Gemini | 1 | GPU clouds |
| ibm.com | https://ibm.com/products/gpu-ai-accelerator ↗ | 4 | Gemini | 1 | GPU clouds |
| reddit.com | https://reddit.com/r/LocalLLaMA/comments/1grxtan/costeffective_cloud_gpu_options_for_finetuning/ ↗ | 4 | Openai | 1 | GPU clouds |
| vast.ai | https://vast.ai/?srsltid=AfmBOoqqWYfVovbHIE05L8pyUJJp35s4HyPD3pSeEP1LSl_oR5xaPOAP ↗ | 5 | Openai | 1 | GPU clouds |
| youtube.com | https://youtube.com/watch?v=BEu9ogZPwZ0 ↗ | 5 | Gemini | 1 | GPU clouds |