| Benchmark | DeepSeek-V4-Pro | Gemma 4 31B |
|---|---|---|
| AA Agentic Index | 63.3 | 14.4 |
| AA Intelligence | 53 | 29.7 |
| AA-LCR | 70 | 68.3 |
| AA-Omniscience | -10.6 | -47.9 |
| aime_2026 | 96.7 | 89.2 |
| arena_elo | 1457 | 1451 |
| arena_text_factuality | 1450 | 1449 |
| Artificial Analysis Coding Index | 59.4 | 43.4 |
| coding_arena_elo | 1582 | 1364 |
| critpt | 13 | 1.4 |
| gdpval | 49 | 15.5 |
| GPQA Diamond | 90.5 | 85.7 |
| HLE | 48.2 | 26.5 |
| HLE (with tools) | 48.2 | 26.5 |
| hmmt_feb_2026 | 95.2 | 77.2 |
| hmmt_nov_2025 | 94.4 | 87.5 |
| IFBench | 76.5 | 75.6 |
| imo_answer_bench | 89.8 | 74.5 |
| itbenchSre | 38.3 | 37.3 |
| MCP Atlas | 74.2 | 57.2 |
| MMLU-Pro | 87.5 | 85.2 |
| nl2repo | 38.5 | 15.5 |
| OmniScience Accuracy | 43 | 20 |
| OmniScience Non-Hallucination | 12.2 | 18.1 |
| scicode | 50 | 43.4 |
| simpleqa_verified | 57.9 | 9.6 |
| SWE-bench Multilingual | 76.2 | 51.7 |
| SWE-bench Pro | 55.4 | 35.7 |
| SWE-bench Verified | 80.6 | 52 |
| TauBench V3 - Banking | 30.1 | 14.8 |
| Terminal-Bench 2.0 | 67.9 | 42.9 |
| Terminal-Bench 2.1 | 72.1 | 43.4 |
| Terminal-Bench Hard | 46.2 | 36.4 |
| tool_decathlon | 52.8 | 21.2 |
| vectara_answer_rate | 97.2 | 100 |
| vectara_avg_summary_length | 153.8 | 75.8 |
| vectara_factual_consistency | 91.4 | 92.6 |
| vectara_hallucination_rate ↓ | 8.6 | 7.4 |
| τ²-Bench Telecom (AA run) | 96.2 | 65.5 |
| τ³-Bench | 25.8 | 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.