| Benchmark | Gemini 3.1 Pro | Llama 3.1 Instruct 405B |
|---|---|---|
| AA Agentic Index | 23 | 6.3 |
| AA Intelligence | 47.7 | 8.5 |
| AA-LCR | 79 | 24.7 |
| AA-Omniscience | 32.9 | -17.1 |
| Artificial Analysis Coding Index | 68.8 | 14.5 |
| Chinese SimpleQA (C-SimpleQA) | 85.9 | 54.7 |
| Codeforces | 3052 | 25.3 |
| critpt | 17.7 | 0 |
| Fortress | 29.8 | 20.6 |
| gdpval | 23.3 | 0 |
| GPQA Diamond | 94.3 | 51.5 |
| HLE | 51.4 | 4.2 |
| IFBench | 77.1 | 39 |
| LiveCodeBench | 91.7 | 30.1 |
| mmlu | 92.6 | 88.6 |
| MMLU-Pro | 91 | 73.4 |
| mmmlu | 92.6 | 73.8 |
| OmniScience Accuracy | 55.3 | 23.2 |
| OmniScience Non-Hallucination | 50.1 | 49 |
| scicode | 59 | 29.9 |
| simplebench | 79.6 | 23 |
| SWE-bench Pro | 54.2 | 11.2 |
| SWE-bench Verified | 80.6 | 24.5 |
| Terminal-Bench Hard | 68.5 | 6.8 |
| τ²-Bench Telecom (AA run) | 99.3 | 19 |
Best tracked score per model per benchmark (default configuration; source-attributed). ↓ marks lower-is-better metrics. Open either model for its full surface, provenance and pricing.