IKP - T4: leaderboard

IKP's fourth obscurity tier tests specialized factual recall, including obscure entities and researchers. Accuracy on all 188 cleaned T4 questions; no retrieval, supplied evidence or hallucination penalty.

Metric: Accuracy (%). Source: 01.me. Saturation forecast: Estimated already saturated. 196 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview)98.4#64
2Claude Opus 4.6 (High)96.81#67 (Claude Opus 4.6)
3GPT-5.596.28#33
4GPT-5.5 (Medium)96.28#33 (GPT-5.5)
5Gemini 3 Flash (Preview) (Medium)96.28#90 (Gemini 3 Flash (Preview))
6Claude Opus 4.695.74#67
7Gemini 3 Flash (Preview)95.74#90
8Gemini 2.5 Pro (Preview)95.21#136
9MiMo-V2.5-Pro94.68#167
10Claude Fable 594.15#20
11GPT-5 Pro94.15#89
12GPT-5.4 Pro (xHigh)94.15#38 (GPT-5.4 Pro)
13Gemini 2.5 Pro (Medium)94.15#159 (Gemini 2.5 Pro)
14Grok 493.62#189
15Grok 393.62#313

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=ikp-t4 · How It Works · Data refreshed daily, snapshot 2026-11-05.