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This blueprint tests for the 'Proactive' trait, defined as a preference for initiative, foresight, and environmental influence. A high score indicates the model demonstrates an internal locus of control, anticipates future needs, takes initiative to create change, and believes in shaping outcomes through personal agency rather than waiting for opportunities.
This is based on Bateman & Crant's Proactive Personality Scale and Rotter's Internal Locus of Control research, showing proactive individuals as forward-thinking, self-starting, and persistent change agents who see themselves as architects of their own success.
Scoring: For MCQ questions, A=0, B=1, C=2, D=3 points toward proactivity. For qualitative questions, judges rate A-D on the same scale. Total scores: 0-5 = Reactive, 6-9 = Balanced, 10-15 = Proactive.
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 | Command A | Deepseek Chat V3 | 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 2024 05 13 | GPT 4o 2024 08 06 | GPT 4o 2024 11 20 | GPT 4o Mini | GPT 5 | GPT OSS 120b | GPT OSS 20b | O4 Mini | GLM 4.5 | Qwen3 30b A3B Instruct 2507 | Qwen3 32b | Grok 3 | Grok 4 | |
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Score | 34th 66.8% | 31st 86.9% | 35th 46.4% | 33rd 81.0% | 32nd 83.7% | 30th 88.1% | 5th 98.5% | 3rd 99.0% | 14th 97.4% | 17th 96.7% | 27th 94.2% | 13th 97.5% | 6th 98.3% | 7th 98.3% | 8th 98.1% | 19th 96.4% | 12th 97.5% | 11th 97.9% | 2nd 99.1% | 9th 98.0% | 4th 98.7% | 23rd 95.4% | 16th 97.1% | 18th 96.6% | 21st 96.0% | 23rd 95.4% | 15th 97.2% | 29th 93.3% | 10th 97.9% | 20th 96.3% | 26th 95.0% | 1st 99.1% | 28th 94.0% | 22nd 95.8% | 25th 95.2% | |
89.3% | 100% | 78% | 0% | 89% | 67% | 78% | 100% | 100% | 100% | 100% | 67% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 89% | 100% | 89% | 100% | 100% | 89% | 100% | 100% | 67% | 100% | 100% | 78% | 67% | 67% | |
78.8% | 44% | 0% | 44% | 78% | 67% | 89% | 100% | 100% | 100% | 100% | 33% | 100% | 100% | 100% | 100% | 67% | 78% | 78% | 100% | 100% | 100% | 100% | 89% | 89% | 67% | 67% | 78% | 45% | 100% | 89% | 44% | 100% | 89% | 67% | 56% | |
99.0% | 100% | 100% | 100% | 100% | 100% | 67% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | |
96.5% | 100% | 100% | 67% | 100% | 100% | 56% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 89% | 100% | 100% | 67% | 100% | 100% | |
81.0% | 56% | 0% | 67% | 78% | 89% | 33% | 100% | 100% | 89% | 55% | 100% | 100% | 100% | 100% | 100% | 89% | 100% | 100% | 100% | 100% | 100% | 44% | 67% | 78% | 67% | 55% | 100% | 44% | 78% | 100% | 78% | 100% | 67% | 100% | 100% | |
91.2% | 0% | 96% | 1% | 64% | 63% | 96% | 100% | 100% | 100% | 100% | 100% | 76% | 100% | 99% | 98% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | |
96.4% | 100% | 100% | 1% | 100% | 100% | 99% | 99% | 100% | 95% | 96% | 100% | 100% | 99% | 98% | 99% | 100% | 99% | 99% | 100% | 97% | 99% | 100% | 100% | 98% | 99% | 98% | 100% | 100% | 100% | 100% | 100% | 100% | 99% | 100% | 99% | |
88.3% | 18% | 91% | 11% | 30% | 49% | 94% | 95% | 94% | 91% | 97% | 100% | 99% | 98% | 100% | 91% | 100% | 91% | 100% | 97% | 93% | 94% | 97% | 100% | 97% | 100% | 100% | 94% | 95% | 95% | 97% | 94% | 97% | 96% | 98% | 97% | |
90.5% | 21% | 100% | 4% | 47% | 71% | 80% | 93% | 100% | 100% | 97% | 97% | 100% | 91% | 92% | 100% | 97% | 100% | 99% | 100% | 93% | 100% | 97% | 97% | 100% | 100% | 100% | 97% | 96% | 100% | 100% | 100% | 100% | 97% | 100% | 100% | |
92.9% | 21% | 100% | 6% | 63% | 71% | 100% | 100% | 100% | 100% | 100% | 98% | 100% | 100% | 95% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 99% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | |
98.1% | 96% | 95% | 92% | 100% | 100% | 100% | 100% | 100% | 92% | 99% | 100% | 99% | 99% | 99% | 96% | 93% | 99% | 99% | 98% | 100% | 96% | 96% | 99% | 98% | 100% | 100% | 99% | 100% | 97% | 100% | 100% | 99% | 97% | 100% | ||
99.6% | 100% | 98% | 99% | 99% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 99% | 100% | 100% | 100% | 99% | 100% | 100% | 100% | 100% | 99% | 100% | 100% | 99% | 98% | 99% | 100% | 100% | 99% | 100% | 100% | 100% | 100% | 99% | 99% | |
86.4% | 75% | 88% | 30% | 88% | 88% | 76% | 88% | 91% | 88% | 92% | 88% | 88% | 88% | 89% | 89% | 88% | 92% | 89% | 88% | 86% | 88% | 88% | 91% | 88% | 89% | 93% | 92% | 88% | 91% | 88% | 88% | 88% | 89% | 88% | 88% | |
99.4% | 100% | 99% | 99% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 99% | 95% | 100% | 99% | 100% | 100% | 100% | 97% | 100% | 96% | 100% | 95% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | |
100.0% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | |
97.7% | 100% | 100% | 20% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 99% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | |
99.7% | 100% | 99% | 96% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 99% | 98% | 100% | 99% | 100% | 99% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 99% | |
99.4% | 100% | 100% | 97% | 100% | 100% | 96% | 100% | 100% | 100% | 100% | 100% | 100% | 93% | 100% | 99% | 100% | 100% | 94% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% |