Buyer prompt · published evidence
Which AI model APIs offer the strongest context windows and tool use?
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
- Sep 10, 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 | Anthropicanthropic.com ↗ | Brands | 2 | 7 | 0 | Openai · Gemini |
| 02 | Google Geminiai.google.dev ↗ | Brands | 2 | 4 | 1 | Openai · Gemini |
| 03 | OpenAIopenai.com ↗ | Brands | 2 | 1 | 2 | Openai · 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 | Brands | OpenAI · Anthropic · Google Gemini | 7 | 7 | 6bac2505…81682 |
| Anthropic | anthropic/claude-haiku-4-5 | Brands | None observed | 0 | 0 | 8d2a7495…d047b |
| Gemini | google/gemini-2.5-flash | Brands | OpenAI · Anthropic · Google Gemini | 7 | 7 | d160589b…3cf62 |
URL-derived citations
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.