IKP - T3: leaderboard

IKP's third obscurity tier tests less common factual knowledge, including researcher recognition. Accuracy on all 183 cleaned T3 questions, answered without retrieval or supplied evidence.

Metric: Accuracy (%). Source: 01.me. Saturation forecast: Estimated already saturated. 197 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview)100#64
2GLM-5.2100#80
3GPT-599.45#105
4GPT-4.199.45#258
5Claude Opus 4.699.45#67
6Claude Fable 599.45#20
7MiMo-V2.5-Pro99.45#167
8GPT-5.399.45#104
9GPT-5 Pro99.45#89
10Claude Opus 4.5 (High)99.45#87 (Claude Opus 4.5)
11Gemini 3 Flash (Preview) (Medium)99.45#90 (Gemini 3 Flash (Preview))
12Gemini 2.5 Pro (Medium)99.45#159 (Gemini 2.5 Pro)
13Gemini 2.5 Pro (Preview)99.45#136
14GPT-5.598.91#33
15DeepSeek V4 Flash98.91#155

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

Interactive version: theaggregate.ai/benchmark?slug=ikp-t3 · How It Works · Data refreshed daily, snapshot 2026-11-05.