MEGA-Bench - Skill: Mathematical And Logical Reasoning: leaderboard

Metric: Average Score (%). Source: huggingface.co. 44 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro (Preview 03-25)59.2
2Claude 3.5 Sonnet (20241022)48.9
3Claude 3.5 Sonnet (20240620)47.7
4GPT-4o44.2
5InternVL3-78B43.7
6Gemini 1.5 Pro (002)42.6
7InternVL3-38B40.4
8InternVL2.5-78B39.4
9Gemma 3 27B (IT)39.2
10Qwen 2 VL 72B39.1
11Gemini 1.5 Flash (002)38
12InternVL3-8B34.8
13GPT-4o Mini34.1
14Llama 4 Scout Base32.4
15Gemma 3 12B (IT)31.3

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-skill-mathematical-and-logical-reasoning · How It Works · Data refreshed daily, snapshot 2026-09-05.