LogicScore - 2WikiMultiHopQA Determinateness: leaderboard

Metric: Determinateness (%; answers whose own short answer o4-mini re-derives from the long-form answer alone; 2,177 2WikiMultiHopQA items). Source: arxiv.org. Saturation forecast: Estimated already saturated. 21 models tracked.

Top models

#ModelScore
1Qwen 3 235B A22B96.74
2O395.8
3Gemini 3 Pro94.69
4GPT-4o93.13
5DeepSeek R193.13
6GPT-5.192.45
7Qwen 3 30B A3B91.86
8Qwen 3 4B91.23
9Qwen 3 8B90.95
10DeepSeek V3.290.89
11Qwen 3 14B90.55
12Qwen 3 1.7B82.53
13Qwen 3 0.6B64.03

Interactive version: theaggregate.ai/benchmark?slug=logicscore-2wikimultihopqa-determinateness · How It Works · Data refreshed daily, snapshot 2026-09-26.