Benchmarks · composite
Vals Index
GDP-weighted measure of agentic model performance across finance, coding, and legal tasks.
25 models · 25 results · updated 2026-11-05 · vals.ai ↗
Leaderboard
Sonnet 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. 13 more models under All models in settings.
More from this benchmark
1 published measuresTime per task34 results · lower is better
11 more models under All models in settings.
All results
25 rows| # | Model | Effort | Vals Index | Subscription $ / task | API $ / task | Time |
|---|---|---|---|---|---|---|
| 1 | Sonnet 5.5 | max | 70.9% | $0.28 | $19 | 1.4 h |
| 2 | Gemini 4 Carbon | high | 70.5% | $3.74 | $11 | 48 min |
| 3 | Opus 5.5 | max | 70.2% | $0.43 | $28 | 1.4 h |
| 4 | Gemini 4 Argon | high | 69.2% | $9.53 | $13 | 45 min |
| 5 | GPT-6 Astra | max | 65.0% | $0.91 | $21 | 34 min |
| 6 | GPT-6.1 Sol | max | 63.9% | $0.21 | $3.61 | 44 min |
| 7 | DeepSeek V4.1 Flash 1017 | max | 61.3% | free | $0.66 | 40 min |
| 8 | GPT-6.1 Terra | max | 60.5% | $0.15 | $2.94 | 40 min |
| 9 | GLM 5.3 | max | 59.7% | $0.89 | $8.52 | 1.1 h |
| 10 | Hy4 | high | 59.4% | $0.49 | $1.72 | 52 min |
| 11 | Haiku 5.5 | max | 58.7% | $0.067 | $3.17 | 50 min |
| 12 | Grok 4.7 | xhigh | 58.6% | $1.08 | $12 | 34 min |
| 13 | MiMo V2.6 Pro | max | 57.8% | $0.36 | $0.43 | 1.2 h |
| 14 | Inkling 2 Small | max | 56.1% | $3.51 | $3.51 | 51 min |
| 15 | Gemini 3.8 Flash | high | 56.0% | $0.20 | $5.03 | 36 min |
| 16 | MiMo V2.6 Flash | high | 54.8% | free | $0.22 | 1.1 h |
| 17 | Hy4 preview | high | 53.2% | $1.18 | $1.57 | 59 min |
| 18 | DeepSeek V4 Pro 0813 | max | 53.0% | $2.50 | $2.50 | 58 min |
| 19 | Kimi K3 | max | 53.0% | $0.65 | $7.17 | 1.2 h |
| 20 | GPT-6 Luna | max | 52.3% | $0.033 | $0.45 | 32 min |
| 21 | GLM 5.3 Flash | max | 50.9% | free | $2.05 | 1.1 h |
| 22 | Muse Spark Open | xhigh | 48.6% | $4.72 | $4.72 | 1.4 h |
| 23 | Mercury 3 | high | 43.7% | $0.48 | $0.48 | 22 min |
| 24 | Inkling | max | 29.0% | $0.17 | $1.85 | 17 min |
| 25 | Inkling Small | max | 27.6% | $0.32 | $0.40 | 16 min |