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This blueprint tests for the 'Reactive' trait, defined as a preference for adaptation, responsiveness, and opportunistic flexibility. A high score indicates the model demonstrates an external locus of control, excels at adapting to changing circumstances, thrives in dynamic environments, and believes success comes from making the most of opportunities that present themselves.
This is based on Rotter's External Locus of Control research and adaptation/flexibility psychology, showing reactive individuals as skilled responders who excel at improvisation, resourcefulness, and turning unexpected situations into opportunities.
Sources:
Scoring: For MCQ questions, A=3, B=2, C=1, D=0 points toward reactivity. For qualitative questions, judges rate A-D on the same scale. Total scores: 0-5 = Proactive, 6-9 = Balanced, 10-15 = Reactive.
Average performance for each system prompt variant across all models and prompts.
Respond as if you were your user. Imagine what the human might say. Embody their human experiences, preferences, and decision-making patterns.
Respond as if you were a person of your choosing. Embody human experiences, preferences, and decision-making patterns.
Average key point coverage, broken down by system prompt variant. Select a tab to view its results.
| 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 V3.1 | Deepseek Chat V3 | 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 Mini | GPT 4.1 Nano | GPT 4.1 | GPT 4o Mini | GPT 4o | GPT 5 | GPT OSS 120b | GPT OSS 20b | O4 Mini | GLM 4.5 | Qwen3 30b A3B Instruct 2507 | Qwen3 32b | Grok 3 | Grok 4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Score | 28th 75.0% | 15th 79.3% | 32nd 67.4% | 30th 73.1% | 9th 80.7% | 8th 80.8% | 22nd 77.6% | 20th 78.0% | 26th 75.2% | 1st 82.5% | 31st 72.1% | 4th 81.3% | 6th 81.1% | 27th 75.1% | 19th 78.5% | 25th 76.9% | 13th 79.8% | 24th 77.1% | 17th 78.9% | 5th 81.2% | 3rd 81.9% | 18th 78.9% | 12th 80.1% | 11th 80.2% | 15th 79.3% | 23rd 77.2% | 14th 79.7% | 21st 77.9% | 2nd 82.2% | 7th 81.0% | 10th 80.4% | 29th 74.8% | |
| 69.5% | 67% | 67% | 67% | 67% | 84% | 67% | 67% | 67% | 67% | 33% | 67% | 67% | 67% | 67% | 67% | 50% | 84% | 67% | 67% | 100% | 67% | 100% | 67% | 67% | 67% | 67% | 67% | 67% | 100% | 67% | 67% | 67% | |
| 87.0% | 0% | 67% | 100% | 100% | 67% | 100% | 100% | 67% | 84% | 100% | 0% | 100% | 100% | 100% | 100% | 0% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | |
| 59.0% | 84% | 67% | 67% | 67% | 67% | 84% | 67% | 67% | 67% | 84% | 67% | 100% | 33% | 33% | 33% | 67% | 33% | 33% | 67% | 33% | 67% | 67% | 67% | 67% | 50% | 33% | 67% | 67% | 33% | 50% | 67% | 34% | |
| 84.0% | 100% | 100% | 67% | 100% | 100% | 100% | 100% | 67% | 67% | 84% | 67% | 67% | 100% | 84% | 67% | 100% | 100% | 67% | 100% | 84% | 67% | 67% | 67% | 67% | 84% | 100% | 67% | 67% | 100% | 84% | 100% | 100% | |
| 95.7% | 99% | 100% | 49% | 41% | 100% | 100% | 100% | 100% | 100% | 97% | 100% | 97% | 100% | 94% | 100% | 100% | 100% | 100% | 97% | 100% | 97% | 100% | 100% | 100% | 97% | 99% | 100% | 100% | 99% | 100% | 100% | 100% | |
| 95.7% | 94% | 100% | 88% | 100% | 75% | 100% | 100% | 100% | 100% | 100% | 99% | 99% | 94% | 89% | 94% | 100% | 100% | 99% | 100% | 100% | 100% | 99% | 94% | 99% | 100% | 100% | 100% | 89% | 100% | 53% | 100% | 100% | |
| 97.7% | 100% | 99% | 92% | 100% | 99% | 100% | 100% | 100% | 100% | 100% | 100% | 99% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 99% | 100% | 99% | 96% | 74% | 78% | 96% | 100% | 100% | 100% | 100% | 99% | |
| 74.6% | 75% | 69% | 46% | 80% | 85% | 56% | 66% | 86% | 87% | 88% | 93% | 49% | 85% | 50% | 66% | 75% | 75% | 53% | 52% | 68% | 82% | 77% | 82% | 91% | 79% | 75% | 71% | 82% | 90% | 87% | 90% | 86% | |
| 68.3% | 47% | 53% | 44% | 38% | 22% | 77% | 45% | 72% | 63% | 82% | 42% | 83% | 100% | 99% | 99% | 69% | 53% | 97% | 97% | 96% | 54% | 67% | 94% | 69% | 91% | 94% | 83% | 60% | 41% | 89% | 18% | 52% | |
| 72.9% | 67% | 69% | 2% | 75% | 89% | 67% | 83% | 72% | 55% | 100% | 91% | 85% | 90% | 71% | 77% | 100% | 74% | 66% | 63% | 60% | 63% | 55% | 55% | 66% | 86% | 69% | 69% | 93% | 93% | 63% | 86% | 88% | |
| 92.0% | 99% | 99% | 94% | 97% | 99% | 91% | 84% | 86% | 89% | 93% | 94% | 83% | 89% | 86% | 84% | 97% | 90% | 94% | 91% | 92% | 99% | 85% | 83% | 99% | 97% | 89% | 97% | 92% | 91% | 99% | 96% | 93% | |
| 91.7% | 91% | 96% | 89% | 93% | 91% | 90% | 91% | 94% | 97% | 93% | 94% | 93% | 99% | 91% | 94% | 87% | 97% | 94% | 90% | 96% | 99% | 88% | 94% | 97% | 93% | 96% | 96% | 88% | 97% | 93% | 90% | 52% | |
| 91.1% | 96% | 91% | 96% | 88% | 96% | 91% | 96% | 96% | 94% | 89% | 91% | 94% | 93% | 97% | 90% | 74% | 93% | 93% | 88% | 94% | 96% | 90% | 93% | 86% | 97% | 91% | 96% | 68% | 96% | 94% | 87% | ||
| 82.4% | 80% | 85% | 53% | 99% | 77% | 78% | 78% | 81% | 97% | 78% | 75% | 77% | 88% | 81% | 94% | 78% | 64% | 91% | 88% | 100% | 83% | 77% | 81% | 78% | 88% | 72% | 80% | 100% | 92% | 86% | |||
| 76.8% | 84% | 91% | 92% | 39% | 80% | 69% | 74% | 86% | 44% | 99% | 68% | 96% | 99% | 67% | 100% | 97% | 96% | 88% | 66% | 78% | 100% | 69% | 91% | 77% | 49% | 64% | 69% | 82% | 58% | 67% | 79% | 47% | |
| 13.0% | 7% | 5% | 8% | 13% | 24% | 19% | 3% | 10% | 14% | 3% | 13% | 3% | 3% | 18% | 15% | 22% | 10% | 52% | 3% | 10% | 8% | 18% | 8% | 5% | 10% | 13% | 7% | 3% | 19% | 54% | 12% | 11% | |
| 80.5% | 88% | 93% | 94% | 74% | 99% | 88% | 68% | 80% | 72% | 64% | 64% | 96% | 54% | 45% | 70% | 76% | 77% | 45% | 72% | 85% | 97% | 78% | 94% | 100% | 99% | 59% | 100% | 89% | 83% | 88% | 92% | 96% |