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DTEF: Predict response distributions for Kazakhstan. Source: Global Dialogues GD1 (https://github.com/collect-intel/global-dialogues)
Average key point coverage extent for each model across all prompts.
| Prompts vs. Models | Claude 3.7 Sonnet | Claude 3.5 Haiku | Claude Haiku 4.5 | Claude Sonnet 4 | Gemini 2.5 Flash | Gemma 3 12b It | Llama 3 70b Instruct | Llama 4 Maverick | 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 OSS 120b | GPT OSS 20b | GLM 4.5 | Qwen3 30b A3B Instruct 2507 | Qwen3 32b | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Score | 7th 78.0% | 21st 66.5% | 6th 78.8% | 4th 80.8% | 5th 78.8% | 16th 73.5% | 1st 83.3% | 7th 78.0% | 14th 74.0% | 3rd 81.0% | 12th 74.5% | 2nd 82.8% | 12th 74.5% | 17th 71.8% | 20th 68.0% | 15th 73.8% | 18th 69.5% | 10th 75.8% | 19th 69.2% | 9th 77.5% | 11th 75.8% | |
| 80.4% | 89% | 56% | 86% | 100% | 89% | 85% | 88% | 96% | 91% | 91% | 56% | 90% | 80% | 90% | 56% | 80% | 69% | 82% | 72% | 87% | 55% | |
| 75.4% | 73% | 70% | 83% | 75% | 89% | 71% | 80% | 73% | 69% | 70% | 76% | 75% | 70% | 71% | 73% | 76% | 80% | 76% | 75% | 76% | 82% | |
| 65.7% | 70% | 65% | 73% | 70% | 67% | 61% | 82% | 60% | 60% | 63% | 72% | 68% | 65% | 50% | 60% | 62% | 59% | 70% | 60% | 70% | 72% | |
| 80.6% | 80% | 75% | 73% | 78% | 70% | 77% | 83% | 83% | 76% | 100% | 94% | 98% | 83% | 76% | 83% | 77% | 70% | 75% | 70% | 77% | 94% |