BUYER PROMPT / PUBLISHED EVIDENCE
Which criteria expose capacity, interruption, egress, quota, and vendor lock-in risk when selecting a cloud GPU provider?
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 | Google Cloudcloud.google.com ↗ | GPU clouds | 1 | 1 | 0 | Anthropic |
| 02 | Oracle Cloud Infrastructureoracle.com ↗ | GPU clouds | 1 | 0 | 1 | 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 | 6 | 6 | 7f5eeb15…be2d3 |
| Anthropic | anthropic/claude-haiku-4-5 | GPU clouds | Google Cloud · Oracle Cloud Infrastructure | 8 | 8 | 73e84d80…60f15 |
| Gemini | google/gemini-2.5-flash | GPU clouds | None observed | 3 | 3 | 4559abf7…c8911 |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.