chat

Modality: llm_chat · full deep dive — every ranked model, test result, and artifact.

Models

Benchmark Results

Media Artifacts

Resolutions

Ranked Models

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	0.994	1.000	n=819
2	gpt-4o-mini	openai	0.987	0.992	n=1068
3	claude-sonnet-4-5-20250929	anthropic	0.875	1.000	n=35
4	claude-sonnet-4-6	anthropic	0.722	1.000	n=13
5	gpt-4o	openai	0.456	0.456	curated
6	sonar	perplexity	0.444	1.000	n=4
7	claude-haiku-4-5-20251001	anthropic	0.426	0.426	n=13591
8	gemini-2.5-flash	google_gemini	0.063	0.063	n=8321

No benchmark outputs recorded for this niche yet.

Requests semantically routed into this niche.

Requested	Method	Confidence	When
`educational_chat`	semantic	0.593	2026-05-21 18:01
`educational_chat`	semantic	0.593	2026-05-21 17:57
`educational_chat`	semantic	0.593	2026-05-21 17:57
`educational_chat`	semantic	0.593	2026-05-21 17:56
`educational_chat`	semantic	0.593	2026-05-21 17:56
`educational_chat`	semantic	0.593	2026-05-21 17:55
`educational_chat`	semantic	0.593	2026-05-21 17:48
`educational_chat`	semantic	0.593	2026-05-21 17:48
`educational_chat`	semantic	0.593	2026-05-20 21:35
`educational_chat`	semantic	0.593	2026-05-20 21:35
`educational_chat`	semantic	0.593	2026-05-20 21:35
`educational_chat`	semantic	0.593	2026-05-20 21:02
`educational_chat`	semantic	0.593	2026-05-20 21:02
`educational_chat`	semantic	0.593	2026-05-20 21:01
`educational_chat`	semantic	0.593	2026-05-20 21:01
`educational_chat`	semantic	0.593	2026-05-20 21:01
`educational_chat`	semantic	0.593	2026-05-20 21:00
`educational_chat`	semantic	0.593	2026-05-20 21:00
`educational_chat`	semantic	0.593	2026-05-20 21:00
`educational_chat`	semantic	0.593	2026-05-20 19:45