Benchmarks · knowledge
Public Benefits Bench v1.1
Accuracy answering questions about SNAP benefits and eligibility.
40 models · 40 results · updated 2026-10-12 · vals.ai ↗
Leaderboard
Opus 5 max
More from this benchmark
1 published measuresTime per task50 results · lower is better
All results
40 rows| # | Model | Effort | Score | Subscription $ / task | API $ / task | Time |
|---|---|---|---|---|---|---|
| 1 | Opus 5 | max | 76.9% | $0.068 | $3.95 | 30 min |
| 2 | Fable 5.1 | max | 74.9% | $1.17 | $7.48 | 48 min |
| 3 | Opus 5.5 | max | 70.6% | $0.090 | $5.95 | 1.3 h |
| 4 | Fable 5 | max | 70.4% | $0.52 | $4.59 | 21 min |
| 5 | Gemini 4 Argon | high | 69.8% | $1.00 | $2.79 | 26 min |
| 6 | MiMo V2.6 Pro | high | 68.9% | $0.069 | $0.082 | 37 min |
| 7 | GLM 5.3 | max | 68.5% | $0.098 | $0.95 | 36 min |
| 8 | Muse Spark 1.2 | xhigh | 68.5% | $0.29 | $0.59 | 8.9 min |
| 9 | Kimi K3 | max | 68.2% | $0.071 | $0.91 | 7.3 min |
| 10 | Opus 4.8 | max | 68.1% | $0.033 | $1.89 | 13 min |
| 11 | MiMo V2.6 Flash | high | 67.6% | free | $0.032 | 21 min |
| 12 | Sonnet 5.5 | max | 67.2% | $0.064 | $4.25 | 1.3 h |
| 13 | Qwen 3.8 Max | max | 67.1% | $0.99 | $0.99 | 41 min |
| 14 | Grok 4.6 | high | 66.8% | $0.094 | $0.92 | 26 min |
| 15 | GPT-5.6 Sol | max | 66.5% | $0.49 | $8.85 | 1.0 h |
| 16 | Sonnet 5 | max | 66.0% | $0.022 | $1.29 | 21 min |
| 17 | Grok 4.7 | xhigh | 65.6% | $0.21 | $2.25 | 17 min |
| 18 | Gemini 3.8 Flash | high | 65.3% | $0.041 | $1.01 | 3.4 min |
| 19 | DeepSeek V4.1 Flash | max | 64.3% | $0.005 | $0.073 | 10.0 min |
| 20 | MiniMax M3 | max | 64.1% | $0.043 | $0.25 | 12 min |
| 21 | Haiku 5.5 | max | 63.2% | $0.011 | $0.53 | 37 min |
| 22 | Sonnet 4.6 | max | 62.4% | $1.11 | $1.11 | 15 min |
| 23 | GPT-5.6 Terra | max | 62.4% | $0.066 | $1.20 | 20 min |
| 24 | GLM 5.1 | max | 61.8% | $0.34 | $0.34 | 9.7 min |
| 25 | Muse Spark 1.1 | xhigh | 61.3% | $0.28 | $0.28 | 6.6 min |
| 26 | GPT-5.6 Luna | max | 61.2% | $0.025 | $0.27 | 39 min |
| 27 | GPT-5.5 | xhigh | 60.9% | $0.22 | $3.97 | 40 min |
| 28 | Gemini 3.5 Flash | high | 59.5% | $1.11 | $1.11 | 5.6 min |
| 29 | Inkling Small | max | 59.4% | free | $0.096 | 8.7 min |
| 30 | GPT-6.1 Sol | max | 59.3% | $0.081 | $0.69 | 50 min |