FCMBench V1.1 - Numerical Calculation: leaderboard

Metric: F1 (%). Source: arxiv.org. 28 models tracked.

Top models

#ModelScore
1Gemini 3 Pro59.75
2Gemini 3 Flash57.26
3Kimi K2.555.87
4Qwen 3.5 35B A3B54.71
5Qwen 3.5 122B A10B54.64
6Qwen 3.5 397B A17B50.16
7Claude Opus 4.543.01
8Qwen 3 VL 235B A22B Instruct39.89
9GLM-4.5V39.7
10Qwen 3 VL 32B Instruct35.93
11GLM-4.6V32.32
12GPT-5.230.02
13Qwen 3 VL 8B Instruct29.98
14Llama 4 Maverick27.64
15Qwen 3 VL 30B A3B Instruct26.04

Interactive version: theaggregate.ai/benchmark?slug=fcmbench-v1-1-numerical-calculation · How It Works · Data refreshed daily, snapshot 2026-09-19.