| Benchmark | Claude Opus 4.7 | Gemma 4 31B |
|---|---|---|
| AA Agentic Index | 64.6 | 14.4 |
| AA Intelligence | 55 | 29.7 |
| AA-LCR | 75.3 | 68.3 |
| AA-Omniscience | 27.3 | -47.9 |
| aime_2026 | 95.8 | 89.2 |
| arena_elo | 1494 | 1451 |
| arena_text_factuality | 1474 | 1449 |
| arena_vision | 1304 | 1252 |
| Artificial Analysis Coding Index | 73.6 | 43.4 |
| charxiv_rq | 82.1 | 67.9 |
| coding_arena_elo | 1557 | 1364 |
| critpt | 12 | 1.4 |
| gdpval | 58.6 | 15.5 |
| GPQA Diamond | 94.2 | 85.7 |
| HLE | 54.7 | 26.5 |
| HLE (with tools) | 54.7 | 26.5 |
| hmmt_feb_2026 | 93.9 | 77.2 |
| IFBench | 58.6 | 75.6 |
| itbenchSre | 46.7 | 37.3 |
| MCP Atlas | 79.1 | 57.2 |
| mmmlu | 91.5 | 88.4 |
| MMMU-Pro | 78.8 | 76.9 |
| mrcr_v2_8needle_128k_average | 59.3 | 66.4 |
| OmniScience Accuracy | 48.9 | 20 |
| OmniScience Non-Hallucination | 57.7 | 18.1 |
| scicode | 54.5 | 43.4 |
| simpleqa_verified | 50.6 | 9.6 |
| SWE-bench Multilingual | 80.5 | 51.7 |
| SWE-bench Pro | 64.3 | 35.7 |
| SWE-bench Verified | 87.6 | 52 |
| TauBench V3 - Banking | 34.6 | 14.8 |
| Terminal-Bench 2.0 | 69.4 | 42.9 |
| Terminal-Bench 2.1 | 83.1 | 43.4 |
| Terminal-Bench Hard | 54.5 | 36.4 |
| vectara_answer_rate | 98 | 100 |
| vectara_avg_summary_length | 149.1 | 75.8 |
| vectara_factual_consistency | 88 | 92.6 |
| vectara_hallucination_rate ↓ | 12 | 7.4 |
| τ²-Bench Telecom (AA run) | 88.6 | 65.5 |
| τ³-Bench | 28.9 | 67.5 |
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.