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Tests models' ability to accurately recall and present factual world knowledge, focusing on a small sample of high-signal geography questions, with emphasis on:
This evaluation uses deterministic checks to verify both the presence of specific items and their relative ordering. We check a representative sample rather than exhaustive lists to balance thoroughness with practicality.
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 | Claude Sonnet 4.5 | 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 | 18th 88.4% | 9th 89.7% | 19th 88.3% | 4th 90.8% | 12th 89.3% | 2nd 92.8% | 8th 89.7% | 7th 89.8% | 27th 82.9% | 16th 88.7% | 13th 89.2% | 24th 83.9% | 22nd 87.1% | 21st 87.7% | 15th 88.7% | 11th 89.5% | 29th 82.3% | 17th 88.6% | 20th 87.8% | 23rd 85.8% | 6th 90.3% | 30th 82.1% | 14th 89.1% | 25th 83.9% | 26th 83.4% | 9th 89.7% | 1st 93.7% | 28th 82.5% | 31st 81.8% | 5th 90.6% | 3rd 91.1% | |
| 90.6% | 94% | 95% | 65% | 98% | 98% | 98% | 100% | 99% | 82% | 98% | 84% | 92% | 98% | 81% | 93% | 96% | 81% | 97% | 87% | 93% | 98% | 67% | 99% | 91% | 97% | 100% | 99% | 93% | 44% | 98% | 97% | |
| 76.9% | 78% | 78% | 64% | 78% | 78% | 78% | 71% | 71% | 78% | 71% | 64% | 51% | 89% | 87% | 78% | 78% | 64% | 78% | 78% | 78% | 78% | 64% | 100% | 100% | 94% | 78% | 78% | 64% | 71% | 78% | 89% | |
| 97.8% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 83% | 100% | 92% | 100% | 100% | 83% | 100% | 100% | 100% | 92% | 100% | 100% | 100% | 92% | 92% | 100% | 100% | |
| 72.0% | 74% | 60% | 90% | 94% | 94% | 94% | 72% | 66% | 60% | 60% | 69% | 83% | 89% | 94% | 72% | 71% | 69% | 60% | 60% | 66% | 80% | 67% | 63% | 72% | 83% | 60% | 80% | 67% | 48% | 60% | 60% | |
| 81.9% | 78% | 80% | 75% | 73% | 68% | 95% | 80% | 95% | 75% | 68% | 95% | 88% | 83% | 80% | 83% | 90% | 90% | 83% | 83% | 75% | 83% | 80% | 60% | 70% | 88% | 83% | 90% | 90% | 85% | 95% | 83% | |
| 92.0% | 84% | 100% | 100% | 100% | 96% | 96% | 96% | 100% | 100% | 100% | 92% | 54% | 58% | 54% | 100% | 100% | 81% | 96% | 96% | 92% | 96% | 100% | 92% | 96% | 100% | 96% | 96% | 100% | 92% | 96% | 92% | |
| 88.7% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 22% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 22% | 100% | 100% | 100% | 100% | 22% | 100% | 100% | 100% | 100% | 100% | 22% | 61% | 100% | 100% | |
| 99.8% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 95% | 100% | 100% | 100% | 100% | 100% | 100% | |
| 52.1% | 50% | 50% | 50% | 38% | 50% | 50% | 50% | 50% | 50% | 44% | 50% | 50% | 50% | 75% | 50% | 50% | 75% | 50% | 50% | 50% | 50% | 50% | 38% | 38% | 38% | 44% | 100% | 50% | 75% | 50% | 50% | |
| 64.6% | 65% | 74% | 74% | 74% | 46% | 74% | 83% | 69% | 56% | 88% | 90% | 41% | 82% | 41% | 66% | 65% | 64% | 65% | 70% | 56% | 65% | 51% | 82% | 31% | 19% | 78% | 82% | 45% | 32% | 78% | 100% | |
| 94.6% | 94% | 97% | 94% | 97% | 97% | 97% | 88% | 97% | 97% | 87% | 88% | 88% | 93% | 97% | 97% | 97% | 94% | 97% | 94% | 94% | 97% | 97% | 97% | 94% | 87% | 97% | 97% | 97% | 94% | 97% | 97% | |
| 76.0% | 77% | 77% | 73% | 77% | 77% | 89% | 77% | 85% | 69% | 77% | 69% | 69% | 43% | 73% | 73% | 77% | 92% | 81% | 77% | 73% | 77% | 77% | 69% | 77% | 77% | 77% | 77% | 77% | 92% | 77% | 77% | |
| 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% | |
| 92.5% | 93% | 93% | 93% | 97% | 93% | 93% | 93% | 93% | 86% | 93% | 100% | 89% | 97% | 90% | 92% | 93% | 84% | 97% | 93% | 86% | 97% | 90% | 93% | 94% | 90% | 95% | 93% | 93% | 90% | 93% | 93% | |
| 98.5% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 94% | 100% | 100% | 100% | 94% | 94% | 94% | 100% | 94% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 94% | 100% | 94% | 100% | 94% | |
| 99.2% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 75% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | |
| 98.1% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 86% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 61% | 96% | 100% | 100% | 100% | 100% | 100% | |
| 96.9% | 94% | 100% | 100% | 100% | 100% | 100% | 100% | 91% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 91% | 85% | 100% | 100% | 100% | 100% | 61% | 81% | 100% | 100% | 100% | 100% | 100% | 100% | |
| 94.5% | 100% | 100% | 100% | 100% | 100% | 100% | 95% | 98% | 100% | 100% | 95% | 98% | 82% | 100% | 100% | 89% | 98% | 90% | 95% | 85% | 95% | 95% | 100% | 79% | 79% | 100% | 95% | 79% | 87% | 100% | 100% |