Modality: llm_chat · full deep dive — every ranked model, test result, and artifact.
Ranked by confidence-adjusted score (single/zero-sample, non-curated scores floored; curated empirical scores trusted as-is).
| # | Model | Provider | Adj. Score | Raw | Evidence |
|---|---|---|---|---|---|
| 1 | claude-opus-4-8 | anthropic | 0.138 | 0.920 | provisional (n≤1) |
| 2 | claude-sonnet-4-6 | anthropic | 0.132 | 0.880 | provisional (n≤1) |
| 3 | gpt-4o | openai | 0.126 | 0.840 | provisional (n≤1) |
| 4 | gemini-2.5-flash | google_gemini | 0.120 | 0.800 | provisional (n≤1) |
No benchmark outputs recorded for this niche yet.