Vals AI Excel Modeling — leaderboard
Metric: Accuracy (%). Source: www.vals.ai. 25 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Fable 5 | 73.67 |
| 2 | GPT-5.6 Sol | 72.34 |
| 3 | Claude Opus 4.8 | 69.37 |
| 4 | GPT-5.6 Terra | 67.61 |
| 5 | GPT-5.6 Luna | 67.12 |
| 6 | Kimi K3 | 66.4 |
| 7 | Claude Sonnet 5 | 66.32 |
| 8 | GPT-5.5 | 64.54 |
| 9 | Gemini 3.5 Flash | 63.55 |
| 10 | GLM-5.2 | 61.53 |
| 11 | Claude Sonnet 4.6 | 60.15 |
| 12 | Kimi K2.6 | 57.85 |
| 13 | Qwen 3.7 Max | 57.04 |
| 14 | Muse Spark 1.1 | 56.36 |
| 15 | MiMo-V2.5-Pro | 55.23 |
Interactive version: theaggregate.ai/benchmark?slug=vals-ai-excel-modeling · How the rankings work · Data refreshed daily, snapshot 2026-07-22.