Buyer prompt · published evidence
How should a software team compare coding-agent pricing, usage limits, premium-model access, and total cost at scale?
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 8, 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 | Claude Codeanthropic.com ↗ | AI developer tools | 1 | 1 | 0 | Gemini |
| 02 | OpenAI Codexopenai.com ↗ | AI developer tools | 1 | 1 | 0 | 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 | AI developer tools | None observed | 8 | 8 | b59db4c4…639aa |
| Anthropic | anthropic/claude-haiku-4-5 | AI developer tools | None observed | 0 | 0 | 560a6cf3…e50af |
| Gemini | google/gemini-2.5-flash | AI developer tools | Claude Code · OpenAI Codex | 7 | 7 | 7c69467b…0dc70 |
URL-derived citations
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.