Vals AI Excel Modeling: leaderboard

Metric: Accuracy (%). Source: www.vals.ai. 54 models tracked.

Top models

#ModelScore
1Claude Fable 5.1 (Max)76.67
2Claude Fable 5 (Max)73.67
3Claude Opus 5 (Max)73.56
4GPT-5.6 Sol (Max)72.34
5Gemini 3.8 Flash (High)72.2
6GPT-6 (Max)71.7
7Gemini 3.7 Flash (High)71.33
8Claude Opus 4.8 (Max)69.37
9GPT-5.6 Luna (Max)67.12
10Kimi K3 (Max)66.4
11Claude Sonnet 5 (Max)66.32
12GPT-5.6 Terra (Max)66.2
13Gemini 3.6 Flash (High)65.41
14GPT-5.5 (xHigh)64.54
15Claude Opus 4.7 (Max)63.73

Interactive version: theaggregate.ai/benchmark?slug=vals-ai-excel-modeling · How It Works · Data refreshed daily, snapshot 2026-09-05.