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 | deepseek-chat | deepseek | 0.706 | 1.000 | n=12 |
| 2 | gpt-4o | openai | 0.695 | 0.698 | n=1063 |
| 3 | gemini-2.5-pro | google_gemini | 0.444 | 1.000 | n=4 |
| 4 | claude-haiku-4-5-20251001 | anthropic | 0.212 | 0.424 | n=5 |
| 5 | gemini-2.5-flash | google_gemini | 0.059 | 0.133 | n=4 |
No benchmark outputs recorded for this niche yet.