Benchmarks · Professional work · Knowledge & accuracy
Financial Coaching Bench
Coaching people through the money problems they actually bring to a chatbot, like eviction papers or missed mortgage payments. The share of what a good financial coach would cover that the answer includes. From Vals AI with NextLadder.
24 models · 25 results · updated 2026-11-13 · vals.ai ↗
Leaderboard
Opus 5.5 max
Heavy line: best score at each price. Thin lines join one model's effort levels. Cost uses each model's median subscription plan, or API price with no plan data. 10 more models under All models in settings.
More from this benchmark
1 published measuresTime per task28 results · lower is better
11 more models under All models in settings.
All results
25 rows| # | Model | Effort | Financial Coaching Bench | Subscription $ / task | API $ / task | Time |
|---|---|---|---|---|---|---|
| 1 | Opus 5.5 | max | 76.2% | $0.025 | $1.63 | 11 min |
| 2 | Muse Spark 1.2 | xhigh | 75.7% | $0.030 | $0.059 | 3.2 min |
| 3 | Fable 5.1 | max | 75.7% | $0.18 | $1.14 | 5.8 min |
| 4 | Qwen 3.8 Max | max | 75.6% | $0.015 | $0.13 | 5.9 min |
| 5 | MiMo V2.6 Pro | max | 75.4% | $0.011 | $0.013 | 6.3 min |
| 6 | Sonnet 5.5 | max | 74.9% | $0.012 | $0.80 | 8.8 min |
| 7 | GPT-5.6 Sol | max | 74.9% | $0.013 | $0.47 | 6.2 min |
| 8 | Kimi K3 | max | 74.5% | $0.017 | $0.19 | 8.5 min |
| 9 | Grok 4.7 | xhigh | 74.1% | $0.022 | $0.24 | 5.2 min |
| 10 | GLM 5.3 | max | 74.1% | $0.010 | $0.094 | 5.6 min |
| 11 | Gemini 4 Argon | high | 73.1% | $0.11 | $0.16 | 4.8 min |
| 12 | DeepSeek V4.1 Flash | high | 72.8% | $0.001 | $0.015 | 6.1 min |
| 13 | Muse Spark 1.3 | xhigh | 71.0% | $0.035 | $0.070 | 3.2 min |
| 14 | GPT-5.6 Terra | max | 71.0% | $0.008 | $0.31 | 5.4 min |
| 15 | Muse Spark 1.3 | max | 70.3% | $0.043 | $0.086 | 3.0 min |
| 16 | GPT-5.6 Luna | max | 69.3% | $0.001 | $0.023 | 3.7 min |
| 17 | MiniMax M3 | max | 69.0% | $0.004 | $0.027 | 2.8 min |
| 18 | GPT-6.1 Sol | max | 68.5% | $0.010 | $0.30 | 11 min |
| 19 | GPT-6 Astra | max | 67.5% | $0.074 | $1.72 | 13 min |
| 20 | Gemini 3.8 Flash | high | 66.3% | $0.004 | $0.100 | 1.9 min |
| 21 | Gemini 3.6 Flash | high | 65.8% | $0.003 | $0.10 | 2.3 min |
| 22 | GPT-6 Luna | max | 65.2% | $0.002 | $0.021 | 5.8 min |
| 23 | Gemini 3.5 Flash | high | 63.0% | $0.13 | $0.13 | 2.3 min |
| 24 | GPT-6 Sol | max | 62.6% | $0.007 | $0.23 | 6.9 min |
| 25 | Gemini 3.5 Flash Lite | high | 57.5% | $0.026 | $0.026 | 1.6 min |