DeepSeek · model
DeepSeek V3.2 benchmark scores
As of 2026-10-07, DeepSeek V3.2 (DeepSeek) has measured scores on 15 benchmarks and estimated scores on 57 more.
| Benchmark | Score | Source |
|---|---|---|
| AA-GPQA Diamond | 75.1% | measured |
| AA-HLE | 11.2% | measured |
| AA-SciCode | 45.4% | estimated ± 8.6 pp, low confidence |
| AIME26 | 95.5% | estimated ± 0.6 pp, medium confidence |
| Artificial Analysis Intelligence Index | 16.0% | measured |
| CritPt | 0.9% | measured |
| GDPval-AA | 11.0% | estimated ± 8.8 pp, low confidence |
| GPQA Diamond | 75.1% | estimated ± 2.2 pp, high confidence |
| HLE | 27.0% | estimated ± 9.5 pp, medium confidence |
| IFBench | 57.2% | estimated ± 6.9 pp, medium confidence |
| AA-LCR | 45.7% | measured |
| AA-Omniscience Accuracy | 24.0% | measured |
| BrowseComp | 58.6% | estimated ± 5.7 pp, medium confidence |
| IFEval | 91.2% | estimated ± 1.3 pp, high confidence |
| LongBench v2 | 0.0% | estimated ± 5.9 pp, low confidence |
| VITA-Bench | 18.5% | measured |
| τ²-bench results | 78.9% | measured |
| AA Coding Index | 39.1% | estimated ± 11.4 pp, low confidence |
| APEX-Agents-AA | 1.6% | estimated ± 11.4 pp, low confidence |
| BioMysteryBench (human-difficult) | 30.5% | estimated ± 5.9 pp, low confidence |
| SWE-bench Verified | 78.0% | estimated ± 4.8 pp, medium confidence |
| BFCL v4 | 0.0% | estimated ± 8.6 pp, low confidence |
| CyberGym | 19.8% | estimated ± 10.0 pp, low confidence |
| JobBench | 5.0% | estimated ± 8.4 pp, low confidence |
| τ³-bench results | 100.0% | estimated ± 8.9 pp, low confidence |
| WideResearch | 23.9% | estimated ± 5.9 pp, low confidence |
| AA Agentic Index | 11.0% | estimated ± 5.1 pp, medium confidence |
| MMLU-Pro | 85.5% | estimated ± 3.5 pp, high confidence |
| FrontierMath v2 (Tier 4) | 2.1% | measured |
| FrontierMath v2 (Tiers 1-3) | 22.1% | measured |
| GPQA | 80.4% | estimated ± 3.2 pp, high confidence |
| AA-IFBench | 49.0% | measured |
| Gert Labs | 29.6% | measured |
| AA EnterpriseOps-Gym | 21.2% | estimated ± 3.6 pp, low confidence |
| ApprenticeBench | 0.0% | estimated ± 3.1 pp, low confidence |
| ARC-AGI-1 | 23.8% | estimated ± 5.4 pp, low confidence |
| ARC-AGI-2 | 7.1% | estimated ± 14.2 pp, low confidence |
| OSWorld-Verified | 52.1% | estimated ± 5.9 pp, medium confidence |
| Vals GPQA Diamond | 65.2% | estimated ± 7.4 pp, medium confidence |
| Vals LiveCodeBench | 81.1% | estimated ± 3.8 pp, low confidence |
| Vals MMLU-Pro | 83.9% | estimated ± 2.2 pp, high confidence |
| Vals SWE-bench | 73.9% | estimated ± 1.4 pp, medium confidence |
| AA ITBench | 59.6% | estimated ± 3.6 pp, low confidence |
| HLE w/o tools | 9.1% | estimated ± 5.7 pp, medium confidence |
| OSWorld 2.0 | 0.0% | estimated ± 4.5 pp, low confidence |
| Vibe Code Bench | 27.7% | estimated ± 6.5 pp, low confidence |
| C-Eval | 89.1% | estimated ± 1.0 pp, low confidence |
| Claw-Eval | 40.2% | measured |
| DeepPlanning | 26.2% | estimated ± 9.1 pp, low confidence |
| HMMT Nov 2025 | 96.8% | estimated ± 2.6 pp, medium confidence |
| MCP Atlas | 10.1% | estimated ± 11.2 pp, low confidence |
| MCP-Tasks | 41.4% | estimated ± 6.4 pp, low confidence |
| MMAnswerBench | 82.4% | estimated ± 1.3 pp, medium confidence |
| MMLU-Redux | 94.3% | estimated ± 1.1 pp, medium confidence |
| QwenClawBench | 52.0% | estimated ± 2.0 pp, low confidence |
| SuperGPQA | 69.0% | estimated ± 7.5 pp, medium confidence |
| Toolathlon | 27.0% | estimated ± 7.2 pp, low confidence |
| HealthBench Hard | 2.4% | estimated ± 7.7 pp, low confidence |
| MMLU-Pro (Arcee) | 80.5% | estimated ± 4.0 pp, medium confidence |
| React Native Evals | 71.5% | measured |
| ResearchClawBench | 11.3% | estimated ± 1.3 pp, medium confidence |
| SWE-Rebench | 60.9% | measured |
| ARC-AGI-3 | 1.7% | estimated ± 3.4 pp, medium confidence |
| FrontierMath (legacy) | 22.9% | estimated ± 0.7 pp, low confidence |
| BioMysteryBench (human-solvable) | 81.7% | estimated ± 0.6 pp, low confidence |
| HealthBench (raw) | 16.7% | estimated ± 6.4 pp, low confidence |
| HealthBench (length-adjusted) | 53.9% | estimated ± 3.7 pp, low confidence |
| HealthBench Professional | 57.7% | estimated ± 4.8 pp, low confidence |
| HealthBench Professional (raw) | 29.9% | estimated ± 5.0 pp, low confidence |
| HLE-Verified | 15.3% | estimated ± 2.0 pp, low confidence |
| LABBench2 | 56.6% | estimated ± 1.8 pp, low confidence |
| MMLU | 88.5% | estimated ± 1.1 pp, medium confidence |