Buyer prompt · published evidence
Create a proof-of-concept scorecard for evaluating GPU clouds on real workload throughput, failure recovery, networking, and total cost.
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
- commercial
- 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 | Lambda Cloudlambda.ai ↗ | GPU clouds | 1 | 0 | 1 | Gemini |
| 02 | Runpodrunpod.io ↗ | GPU clouds | 1 | 0 | 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 | None observed | 0 | 0 | da055446…fc6e7 |
| Anthropic | anthropic/claude-haiku-4-5 | GPU clouds | None observed | 0 | 0 | d428ecd5…7e5ad |
| Gemini | google/gemini-2.5-flash | GPU clouds | Lambda Cloud · Runpod | 3 | 3 | ca9107d9…61b0d |
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 |
|---|---|---|---|---|---|
| cloud-gpus.com | https://cloud-gpus.com/ ↗ | 1 | Gemini | 1 | GPU clouds |
| lambda.ai | https://lambda.ai/instances ↗ | 2 | Gemini | 1 | GPU clouds |
| runpod.io | https://runpod.io/ ↗ | 3 | Gemini | 1 | GPU clouds |