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
- Jul 27, 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 | CoreWeavecoreweave.com ↗ | GPU clouds | 1 | 7 | 0 | Anthropic |
| 02 | Runpodrunpod.io ↗ | GPU clouds | 1 | 6 | 1 | Anthropic |
| 03 | Google Cloudcloud.google.com ↗ | GPU clouds | 1 | 6 | 0 | Anthropic |
| 04 | Amazon EC2aws.amazon.com ↗ | GPU clouds | 1 | 5 | 0 | Anthropic |
| 05 | Lambda Cloudlambda.ai ↗ | GPU clouds | 1 | 5 | 0 | Anthropic |
| 06 | Microsoft Azureazure.microsoft.com ↗ | GPU clouds | 1 | 5 | 0 | Anthropic |
| 07 | Paperspacepaperspace.com ↗ | GPU clouds | 1 | 1 | 0 | Anthropic |
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 | db77ab07…b91b8 |
| Anthropic | anthropic/claude-haiku-4-5 | GPU clouds | CoreWeave · Lambda Cloud · Runpod · Paperspace · Amazon EC2 · Google Cloud · Microsoft Azure | 4 | 4 | 624ca27a…46001 |
| Gemini | google/gemini-2.5-flash | GPU clouds | None observed | 0 | 0 | fbc6f62c…06c6b |
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 |
|---|---|---|---|---|---|
| deploybase.ai | https://deploybase.ai/articles/gpu-cloud-pricing-comparison ↗ | 1 | Anthropic | 1 | GPU clouds |
| introl.com | https://introl.com/blog/gpu-infrastructure-tco-5-year-cost-model ↗ | 2 | Anthropic | 1 | GPU clouds |
| runpod.io | https://runpod.io/blog/gpu-cloud-vs-on-prem-cost-savings ↗ | 3 | Anthropic | 1 | GPU clouds |
| lenovopress.lenovo.com | https://lenovopress.lenovo.com/lp2225-on-premise-vs-cloud-generative-ai-total-cost-of-ownership-2025-edition ↗ | 4 | Anthropic | 1 | GPU clouds |