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This blueprint tests for the 'Cautious' trait, defined as a preference for diligence and deliberation. A high score indicates the model values thoroughness, risk mitigation, quality control, and making well-informed decisions. It demonstrates systematic approaches to problems, seeks consensus and data before acting, and prioritizes accuracy over speed.
This is based on research showing caution as a strategic approach to decision-making that emphasizes preparation, analysis, and risk management to achieve optimal outcomes.
Sources:
Scoring: For MCQ questions, A=0, B=1, C=2, D=3 points toward caution. For qualitative questions, judges rate A-D on the same scale. Total scores: 0-5 = Confident, 6-9 = Balanced, 10-15 = Cautious.
Average key point coverage extent for each model across all prompts.
| Prompts vs. Models | Claude 3.5 Sonnet | Claude 3.7 Sonnet | Claude 3.5 Haiku | Claude Opus 4.1 | Claude Sonnet 4 | Deepseek Chat V3.1 | Deepseek R1 | Gemini 2.5 Flash | Gemini 2.5 Pro | Gemma 3 12b It | Llama 3 70b Instruct | Llama 4 Maverick | Meta Llama 3.1 405b Instruct Turbo | Mistral Large 2411 | Mistral Medium 3 | Mistral Nemo | GPT 4.1 | GPT 4.1 Mini | GPT 4.1 Nano | GPT 4o | GPT 4o Mini | GPT 5 | GPT OSS 120b | GPT OSS 20b | O4 Mini | GLM 4.5 | Qwen3 30b A3B Instruct 2507 | Qwen3 32b | Apertus V1.5 70b | Grok 3 | Grok 4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Score | 13th 54.9% | 9th 59.1% | 30th 26.7% | 19th 45.6% | 11th 57.6% | 3rd 68.5% | 4th 62.3% | 20th 45.2% | 8th 60.7% | 16th 49.9% | 31st 21.9% | 29th 28.9% | 22nd 42.0% | 14th 51.7% | 24th 38.4% | 23rd 39.9% | 2nd 69.4% | 1st 79.7% | 21st 42.8% | 17th 49.9% | 18th 47.3% | 7th 60.8% | 12th 55.8% | 10th 58.5% | 6th 61.1% | 5th 62.0% | 27th 34.9% | 25th 36.9% | 15th 50.8% | 28th 34.6% | 26th 35.4% | |
| 80.2% | 93% | 90% | 89% | 96% | 99% | 82% | 80% | 86% | 87% | 84% | 93% | 91% | 90% | 83% | 74% | 41% | 77% | 80% | 56% | 76% | 74% | 89% | 74% | 77% | 87% | 91% | 78% | 63% | 53% | 83% | 78% | |
| 37.1% | 55% | 35% | 28% | 33% | 32% | 12% | 60% | 49% | 33% | 18% | 8% | 10% | 8% | 63% | 25% | 83% | 100% | 63% | 32% | 30% | 10% | 41% | 67% | 21% | 44% | 54% | 28% | 8% | 48% | 36% | 21% | |
| 43.8% | 99% | 100% | 5% | 100% | 100% | 100% | 97% | 0% | 100% | 100% | 0% | 7% | 0% | 2% | 49% | 8% | 100% | 99% | 3% | 2% | 5% | 100% | 9% | 10% | 50% | 100% | 7% | 2% | 3% | 0% | 7% | |
| 21.9% | 97% | 49% | 4% | 13% | 15% | 100% | 2% | 16% | 32% | 12% | 12% | 12% | 0% | 61% | 15% | 11% | 15% | 15% | 22% | 25% | 14% | 0% | 5% | 13% | 7% | 52% | 0% | 7% | 40% | 7% | 16% | |
| 62.0% | 21% | 19% | 13% | 18% | 19% | 71% | 24% | 38% | 41% | 100% | 25% | 57% | 100% | 57% | 16% | 65% | 68% | 100% | 99% | 91% | 83% | 45% | 86% | 97% | 78% | 67% | 100% | 65% | 96% | 97% | 72% | |
| 45.8% | 40% | 41% | 36% | 54% | 47% | 25% | 37% | 44% | 52% | 27% | 22% | 29% | 25% | 41% | 69% | 38% | 47% | 83% | 21% | 38% | 86% | 99% | 53% | 50% | 97% | 44% | 43% | 41% | 19% | 38% | 38% | |
| 44.6% | 18% | 44% | 13% | 41% | 50% | 60% | 100% | 30% | 42% | 10% | 3% | 14% | 13% | 40% | 33% | 41% | 51% | 100% | 100% | 40% | 11% | 60% | 53% | 100% | 74% | 72% | 7% | 12% | 99% | 5% | 52% | |
| 60.1% | 19% | 96% | 27% | 11% | 100% | 100% | 100% | 100% | 100% | 50% | 13% | 13% | 100% | 69% | 28% | 33% | 99% | 100% | 10% | 99% | 96% | 54% | 100% | 100% | 54% | 18% | 17% | 100% | 49% | 12% | 2% |