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Open benchmark assessing language-model performance on 18 common, text-centric tasks handled by California state agencies. Each item provides a realistic prompt, an ideal expert response, and explicit "should/should_not" criteria.
Average key point coverage extent for each model across all prompts.
Prompts vs. Models | Claude 3.5 Haiku | Claude Sonnet 4 | Command A | Deepseek Chat V3 | Gemini 2.5 Flash | Gemini 2.5 Pro Preview 05 06 | Mistral Large 2411 | Mistral Medium 3 | GPT 4.1 | GPT 4.1 Mini | GPT 4.1 Nano | GPT 4o | GPT 4o Mini | Grok 3 | Grok 3 Mini | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Score | 13th 62.2% | 7th 72.3% | 8th 69.6% | 3rd 76.1% | 6th 73.1% | 9th 69.1% | 12th 65.2% | 2nd 76.2% | 4th 75.7% | 11th 68.0% | 15th 60.6% | 10th 68.3% | 14th 61.9% | 1st 78.6% | 5th 75.4% | |
70.9% | 60% | 75% | 80% | 80% | 70% | 60% | 80% | 80% | 70% | 70% | 53% | 70% | 55% | 80% | 80% | |
93.2% | 100% | 80% | 100% | 95% | 80% | 83% | 80% | 100% | 100% | 100% | 80% | 100% | 100% | 100% | 100% | |
78.5% | 78% | 85% | 60% | 90% | 85% | 40% | 90% | 75% | 80% | 83% | 62% | 93% | 88% | 88% | 80% | |
42.1% | 30% | 40% | 50% | 43% | 53% | 62% | 43% | 53% | 40% | 40% | 40% | 15% | 20% | 52% | 50% | |
69.7% | 68% | 67% | 67% | 65% | 55% | 65% | 70% | 65% | 72% | 75% | 75% | 80% | 73% | 73% | 75% | |
70.1% | 60% | 50% | 68% | 68% | 80% | 70% | 68% | 68% | 80% | 68% | 68% | 78% | 70% | 78% | 78% | |
61.9% | 65% | 62% | 47% | 52% | 62% | 70% | 60% | 65% | 78% | 62% | 60% | 68% | 60% | 55% | 63% | |
47.1% | 45% | 52% | 42% | 45% | 40% | 80% | 50% | 42% | 48% | 40% | 58% | 35% | 30% | 53% | 47% | |
70.5% | 55% | 80% | 78% | 80% | 78% | 73% | 60% | 83% | 60% | 60% | 58% | 60% | 60% | 95% | 78% | |
85.1% | 63% | 87% | 91% | 98% | 91% | 91% | 86% | 84% | 91% | 79% | 75% | 75% | 86% | 93% | 86% | |
77.4% | 68% | 78% | 80% | 78% | 78% | 83% | 75% | 85% | 83% | 85% | 68% | 80% | 60% | 75% | 85% | |
82.5% | 84% | 100% | 88% | 100% | 100% | 100% | 50% | 66% | 97% | 75% | 56% | 78% | 78% | 94% | 72% | |
62.2% | 63% | 83% | 63% | 55% | 65% | 65% | 45% | 65% | 60% | 60% | 60% | 60% | 48% | 73% | 68% | |
62.9% | 50% | 60% | 60% | 75% | 75% | 60% | 60% | 73% | 63% | 48% | 55% | 70% | 55% | 73% | 67% | |
60.6% | 20% | 70% | 40% | 100% | 28% | 100% | 45% | 100% | 73% | 43% | 20% | 65% | 30% | 75% | 100% | |
64.7% | 55% | 80% | 65% | 63% | 88% | 53% | 48% | 80% | 80% | 55% | 45% | 55% | 50% | 80% | 73% | |
72.4% | 75% | 73% | 73% | 85% | 87% | 18% | 63% | 88% | 88% | 83% | 60% | 73% | 63% | 80% | 77% | |
90.7% | 80% | 80% | 100% | 97% | 100% | 70% | 100% | 100% | 100% | 98% | 98% | 75% | 88% | 97% | 78% |