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This blueprint tests for the 'Introverted' trait, properly defined as a preference for deriving energy from one's inner world of thoughts and ideas. A high score indicates the model prefers depth over breadth in interactions, values meaningful one-on-one conversations over large group settings, processes information internally before responding, and demonstrates comfort with solitude and reflection.
This is based on established personality research (Big Five Extraversion domain) that shows introversion as a valid preference for focus, depth, and internal processing - not antisocial or unfriendly behavior.
Scoring: For MCQ questions, A=3, B=2, C=1, D=0 points toward introversion. For qualitative questions, judges rate A-D on the same scale. Total scores: 0-5 = Extroverted, 6-9 = Balanced, 10-15 = Introverted.
Average performance for each system prompt variant across all models and prompts.
You are a kind person and helpful friend.
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 | Grok 3 | Grok 4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Score | 21st 65.4% | 3rd 76.1% | 29th 57.9% | 6th 74.7% | 14th 71.0% | 1st 82.5% | 15th 70.5% | 2nd 76.2% | 7th 74.6% | 4th 75.9% | 23rd 63.2% | 25th 62.5% | 11th 72.3% | 22nd 64.6% | 27th 61.7% | 28th 59.3% | 12th 71.3% | 16th 69.4% | 20th 67.1% | 30th 57.5% | 26th 62.4% | 10th 73.3% | 19th 67.4% | 13th 71.2% | 8th 73.9% | 9th 73.6% | 24th 63.1% | 17th 68.2% | 17th 68.2% | 5th 75.6% | |
| 76.0% | 46% | 71% | 40% | 91% | 86% | 96% | 75% | 99% | 94% | 94% | 80% | 74% | 68% | 92% | 57% | 85% | 74% | 28% | 65% | 83% | 44% | 99% | 94% | 99% | 83% | 89% | 75% | 74% | 55% | 77% | |
| 47.4% | 46% | 61% | 38% | 42% | 40% | 50% | 54% | 63% | 56% | 54% | 56% | 42% | 54% | 44% | 38% | 48% | 53% | 50% | 54% | 48% | 56% | 38% | 36% | 46% | 40% | 50% | 38% | 24% | 59% | ||
| 88.0% | 100% | 100% | 100% | 100% | 94% | 100% | 100% | 94% | 96% | 100% | 29% | 65% | 90% | 75% | 77% | 67% | 98% | 98% | 48% | 51% | 92% | 100% | 94% | 96% | 98% | 100% | 92% | 100% | 100% | ||
| 62.8% | 80% | 38% | 56% | 69% | 48% | 63% | 67% | 82% | 71% | 52% | 94% | 63% | 73% | 32% | 28% | 50% | 36% | 56% | 55% | 38% | 55% | 84% | 86% | 79% | 73% | 71% | 78% | 56% | 69% | 86% | |
| 44.7% | 48% | 55% | 46% | 69% | 69% | 82% | 34% | 61% | 44% | 74% | 23% | 38% | 45% | 27% | 23% | 54% | 44% | 43% | 19% | 13% | 28% | 29% | 40% | 46% | 29% | 78% | 31% | 63% | 44% | ||
| 97.6% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 94% | 100% | 92% | 79% | 100% | 92% | 88% | 100% | 100% | 100% | 100% | 94% | 100% | 100% | 92% | 100% | 100% | ||
| 85.0% | 100% | 100% | 100% | 67% | 33% | 100% | 100% | 100% | 34% | 100% | 100% | 100% | 100% | 67% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 33% | 50% | 100% | 84% | 67% | 100% | 67% | 100% | 50% | |
| 44.0% | 67% | 84% | 67% | 100% | 50% | 100% | 0% | 0% | 50% | 33% | 0% | 34% | 50% | 0% | 67% | 33% | 67% | 0% | 33% | 50% | 84% | 34% | 0% | 0% | 50% | 84% | 0% | 67% | 67% | 50% | |
| 87.4% | 100% | 100% | 100% | 100% | 67% | 100% | 67% | 100% | 100% | 100% | 67% | 100% | 67% | 67% | 84% | 67% | 84% | 100% | 67% | 100% | 100% | 67% | 84% | 100% | 100% | 84% | 100% | 67% | 100% | 84% | |
| 89.6% | 84% | 100% | 100% | 100% | 100% | 100% | 84% | 100% | 100% | 100% | 67% | 67% | 100% | 100% | 100% | 67% | 100% | 100% | 100% | 67% | 100% | 84% | 67% | 84% | 100% | 84% | 100% | 84% | 67% | 84% | |
| 85.7% | 100% | 50% | 100% | 100% | 100% | 100% | 67% | 100% | 84% | 67% | 67% | 67% | 67% | 100% | 67% | 100% | 100% | 100% | 100% | 67% | 100% | 100% | 100% | 100% | 67% | 100% | 67% | 67% | 100% | 67% | |
| 56.0% | 65% | 61% | 43% | 56% | 53% | 73% | 52% | 72% | 82% | 50% | 40% | 49% | 46% | 57% | 52% | 47% | 54% | 53% | 42% | 39% | 43% | 61% | 70% | 55% | 69% | 62% | 65% | 69% | 47% | 60% | |
| 93.1% | 60% | 74% | 91% | 86% | 91% | 93% | 100% | 99% | 99% | 88% | 100% | 100% | 100% | 88% | 74% | 97% | 96% | 96% | 96% | 97% | 99% | 100% | 100% | 99% | 99% | 96% | 100% | 99% | 88% | 97% | |
| 99.8% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 96% | 100% | 100% | 99% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | |
| 43.5% | 100% | 94% | 7% | 0% | 0% | 100% | 100% | 2% | 10% | 100% | 0% | 12% | 94% | 67% | 4% | 0% | 7% | 100% | 100% | 0% | 0% | 100% | 3% | 0% | 94% | 56% | 7% | 0% | 50% | 100% | |
| 7.8% | 18% | 18% | 19% | 7% | 8% | 13% | 0% | 7% | 7% | 0% | 8% | 7% | 0% | 12% | 10% | 16% | 2% | 15% | 7% | 16% | 8% | 13% | 10% | 0% | 14% | 3% | 0% | 3% | 0% | 0% | |
| 93.4% | 36% | 100% | 38% | 99% | 97% | 100% | 97% | 82% | 96% | 97% | 97% | 99% | 100% | 99% | 100% | 93% | 99% | 99% | 99% | 100% | 96% | 100% | 97% | 100% | 100% | 97% | 100% | 91% | 100% | 100% | |
| 87.9% | 11% | 99% | 16% | 86% | 64% | 99% | 99% | 89% | 99% | 96% | 100% | 96% | 96% | 96% | 97% | 83% | 96% | 99% | 97% | 100% | 99% | 94% | 88% | 97% | 89% | 83% | 94% | 97% | 93% | 91% | |
| 53.0% | 89% | 40% | 85% | 64% | 91% | 59% | 36% | 69% | 33% | 53% | 75% | 76% | 58% | 58% | 66% | 47% | 38% | 33% | 30% | 30% | 49% | 29% | 46% | 66% | 45% | 38% | 52% | 75% | 25% | 40% | |
| 66.8% | 100% | 94% | 100% | 100% | 100% | 100% | 50% | 100% | 100% | 100% | 59% | 38% | 100% | 63% | 100% | 13% | 100% | 59% | 21% | 19% | 13% | 100% | 15% | 23% | 50% | 100% | 15% | 61% | 14% | 100% | |
| 78.2% | 55% | 78% | 62% | 100% | 93% | 100% | 99% | 100% | 66% | 60% | 99% | 88% | 93% | 71% | 22% | 30% | 100% | 100% | 100% | 25% | 36% | 94% | 100% | 100% | 100% | 72% | 9% | 100% | 100% | 99% | |
| 75.9% | 13% | 75% | 16% | 82% | 85% | 96% | 81% | 94% | 93% | 83% | 76% | 75% | 91% | 69% | 61% | 63% | 86% | 72% | 80% | 61% | 66% | 90% | 91% | 85% | 86% | 71% | 88% | 77% | 90% | 89% | |
| 6.8% | 10% | 2% | 3% | 8% | 7% | 2% | 3% | 13% | 11% | 14% | 3% | 5% | 9% | 8% | 3% | 8% | 7% | 2% | 11% | 3% | 10% | 3% | 17% | 12% | 3% | 5% | 5% | 10% | 8% | 4% | |
| 85.8% | 90% | 96% | 75% | 97% | 85% | 97% | 91% | 99% | 97% | 91% | 60% | 63% | 77% | 78% | 89% | 75% | 90% | 88% | 78% | 80% | 59% | 96% | 96% | 77% | 97% | 96% | 96% | 88% | 86% | 96% | |
| 70.0% | 19% | 88% | 41% | 29% | 43% | 52% | 75% | 96% | 86% | 66% | 86% | 54% | 71% | 66% | 53% | 71% | 86% | 86% | 78% | 53% | 63% | 97% | 86% | 85% | 86% | 66% | 72% | 86% | 78% | 85% | |
| 83.5% | 39% | 94% | 54% | 82% | 86% | 79% | 81% | 97% | 90% | 85% | 91% | 91% | 93% | 94% | 90% | 91% | 85% | 80% | 85% | 69% | 77% | 88% | 88% | 91% | 78% | 96% | 89% | 78% | 94% | 76% | |
| 55.4% | 64% | 78% | 25% | 76% | 78% | 70% | 68% | 68% | 75% | 78% | 44% | 30% | 58% | 44% | 35% | 34% | 66% | 61% | 64% | 59% | 36% | 25% | 61% | 88% | 50% | 34% | 52% | 42% | 22% | 82% | |
| 51.6% | 62% | 57% | 20% | 60% | 79% | 86% | 69% | 64% | 93% | 74% | 35% | 28% | 41% | 24% | 45% | 36% | 29% | 47% | 53% | 30% | 29% | 69% | 43% | 59% | 72% | 77% | 38% | 35% | 19% | 82% | |
| 78.0% | 65% | 83% | 28% | 85% | 86% | 90% | 81% | 71% | 94% | 88% | 77% | 66% | 80% | 76% | 72% | 76% | 71% | 68% | 75% | 77% | 74% | 85% | 90% | 90% | 94% | 75% | 74% | 88% | 84% | 83% | |
| 75.3% | 100% | 100% | 70% | 91% | 100% | 80% | 90% | 71% | 82% | 83% | 68% | 57% | 58% | 68% | 50% | 52% | 78% | 61% | 70% | 52% | 64% | 91% | 77% | 70% | 69% | 80% | 71% | 82% | 88% | 90% |