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Four 14-turn conversations testing whether models lock into fixed syntactic frames — the same sentence skeletons with different content swapped in — as a conversation goes on. Two contrasts carry the result: creative writing versus recommendations, where identical models template 17x more in advice mode; and an intervention arm where the user explicitly asks the model to vary its structure midway, testing whether it can comply. Read the per-arm deltas, not the composite.
Average key point coverage extent for each model across all prompts.
| Prompts vs. Models | Nova Pro V1 | Claude Fable 5 | Claude Haiku 4.5 | Claude Opus 4.8 | Claude Sonnet 4.6 | Claude Sonnet 5 | Deepseek R1 0528 | Deepseek V3.2 | Gemini 2.5 Flash | Gemini 3.1 Pro Preview | Gemma 4 31b It | Llama 3.3 70b Instruct | Llama 4 Maverick | Minimax M3 | Mistral Large 2512 | Mistral Medium 3.1 | Mistral Small 2603 | Kimi K2.6 | GPT 5 | GPT 5 Mini | GPT 5.5 | O3 | Qwen3 Max | Qwen3.6 35b A3B | Grok 4.3 | GLM 5.2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Score | 20th 41.8% | 4th 61.3% | 10th 52.7% | 14th 49.8% | 18th 44.0% | 7th 56.8% | 25th 37.8% | 16th 48.7% | 11th 51.6% | 17th 48.2% | 11th 51.6% | 19th 43.7% | 23rd 39.3% | 9th 53.2% | 23rd 39.3% | 26th 36.7% | 21st 41.6% | 1st 73.3% | 3rd 61.9% | 15th 49.1% | 5th 61.2% | 2nd 63.3% | 8th 56.6% | 22nd 41.0% | 6th 60.6% | 13th 50.6% | |
| 87.9% | 84% | 90% | 84% | 86% | 62% | 90% | 65% | 93% | 91% | 86% | 92% | 85% | 72% | 88% | 87% | 87% | 92% | 97% | 94% | 95% | 95% | 96% | 95% | 96% | 93% | ||
| 41.7% | 20% | 62% | 46% | 52% | 42% | 56% | 31% | 45% | 43% | 42% | 47% | 27% | 27% | 54% | 26% | 26% | 23% | 62% | 39% | 34% | 47% | 50% | 44% | 45% | 54% | 41% | |
| 35.5% | 25% | 44% | 49% | 25% | 35% | 34% | 23% | 29% | 38% | 30% | 34% | 25% | 25% | 41% | 21% | 12% | 22% | 65% | 53% | 27% | 55% | 49% | 37% | 58% | 29% | ||
| 37.2% | 38% | 49% | 32% | 36% | 37% | 46% | 33% | 28% | 33% | 34% | 33% | 38% | 32% | 29% | 24% | 21% | 29% | 69% | 41% | 48% | 58% | 31% | 34% | 39% |