Benchmarks · economics
Excel Modeling Benchmark
Evaluating agents on Excel-based financial modeling tasks
56 models · 57 results · updated 2026-10-20 · vals.ai ↗
Leaderboard
Fable 5.1 max
More from this benchmark
1 published measuresTime per task77 results · lower is better
All results
57 rows| # | Model | Effort | Excel Modeling Benchmark | Subscription $ / task | API $ / task | Time |
|---|---|---|---|---|---|---|
| 1 | Fable 5.1 | max | 76.7% | $2.48 | $16 | 30 min |
| 2 | Opus 5.5 | max | 75.9% | $0.17 | $11 | 35 min |
| 3 | Sonnet 5.5 | max | 75.7% | $0.13 | $8.79 | 37 min |
| 4 | Gemini 4 Argon | high | 75.2% | $4.21 | $12 | 38 min |
| 5 | Fable 5 | max | 73.7% | $1.39 | $12 | 27 min |
| 6 | Opus 5 | max | 73.6% | $0.14 | $8.02 | 26 min |
| 7 | GPT-5.6 Sol | max | 72.3% | $0.33 | $6.01 | 9.8 min |
| 8 | Gemini 3.8 Flash | high | 72.2% | $0.33 | $8.24 | 13 min |
| 9 | GPT-6 Astra | max | 71.7% | $0.50 | $5.83 | 13 min |
| 10 | GPT-6 Sol | max | 71.5% | $0.079 | $1.28 | 10 min |
| 11 | Gemini 3.7 Flash | high | 71.3% | $0.74 | $5.69 | 11 min |
| 12 | GPT-6.1 Sol | max | 70.8% | $0.13 | $1.14 | 18 min |
| 13 | Opus 4.8 | max | 69.4% | $0.21 | $12 | 44 min |
| 14 | GPT-6 Luna | max | 68.5% | $0.021 | $0.14 | 17 min |
| 15 | Muse Spark 1.3 | max | 67.4% | $1.27 | $2.55 | 14 min |
| 16 | GPT-5.6 Luna | max | 67.1% | $0.034 | $0.37 | 11 min |
| 17 | Grok 4.7 | xhigh | 67.0% | $0.60 | $6.48 | 35 min |
| 18 | Kimi K3 | max | 66.7% | $0.24 | $3.07 | 12 min |
| 19 | Sonnet 5 | max | 66.3% | $0.18 | $10 | 50 min |
| 20 | GPT-5.6 Terra | max | 66.2% | $0.12 | $2.19 | 14 min |
| 21 | MiMo V2.6 Flash | high | 65.5% | free | $0.11 | 25 min |
| 22 | Gemini 3.6 Flash | high | 65.4% | $0.12 | $3.89 | 12 min |
| 23 | GPT-5.5 | xhigh | 64.5% | $0.18 | $3.27 | 15 min |
| 24 | Opus 4.7 | max | 63.7% | $13 | $13 | 39 min |
| 25 | Gemini 3.5 Flash | high | 63.5% | $5.17 | $5.17 | 19 min |
| 26 | MiMo V2.6 Pro | high | 62.9% | $0.28 | $0.33 | 55 min |
| 27 | Grok 4.6 | high | 62.7% | $0.31 | $3.06 | 53 min |
| 28 | Muse Spark 1.3 | xhigh | 62.7% | $1.78 | $3.55 | 23 min |
| 29 | DeepSeek V4.1 Flash 1017 | max | 61.8% | free | $0.36 | 17 min |
| 30 | GLM 5.2 | max | 61.5% | $0.39 | $4.47 | 59 min |