DeepSeek · model
DeepSeek V3 0324 benchmark scores
As of 2026-10-07, DeepSeek V3 0324 (DeepSeek) has measured scores on 11 benchmarks and estimated scores on 71 more.
| Benchmark | Score | Source |
|---|---|---|
| AA-GPQA Diamond | 65.5% | measured |
| AA-HLE | 4.7% | measured |
| AA-SciCode | 39.0% | measured |
| Artificial Analysis Intelligence Index | 9.7% | measured |
| CritPt | 0.0% | measured |
| GDPval-AA | 0.0% | measured |
| GPQA Diamond | 69.3% | estimated ± 2.2 pp, medium confidence |
| HLE | 19.0% | estimated ± 9.5 pp, medium confidence |
| IFBench | 56.0% | estimated ± 6.9 pp, low confidence |
| AA-LCR | 40.7% | measured |
| LiveCodeBench v6 | 81.4% | estimated ± 3.3 pp, high confidence |
| AA-Omniscience Accuracy | 24.3% | measured |
| SciCode | 39.1% | estimated ± 3.2 pp, high confidence |
| BrowseComp | 0.0% | estimated ± 10.1 pp, low confidence |
| HLE w/ tools | 31.6% | estimated ± 6.1 pp, low confidence |
| IFEval | 88.9% | estimated ± 1.3 pp, high confidence |
| LongBench v2 | 0.0% | estimated ± 5.9 pp, low confidence |
| τ²-bench results | 47.1% | measured |
| AA Coding Index | 35.2% | estimated ± 6.4 pp, medium confidence |
| APEX-Agents | 0.0% | estimated ± 10.0 pp, low confidence |
| APEX-Agents-AA | 4.7% | estimated ± 9.1 pp, medium confidence |
| BioMysteryBench (human-difficult) | 30.8% | estimated ± 5.9 pp, low confidence |
| DeepSearchQA | 34.5% | estimated ± 8.4 pp, medium confidence |
| SWE-bench Verified | 64.6% | estimated ± 6.6 pp, medium confidence |
| AutomationBench | 28.4% | estimated ± 9.7 pp, low confidence |
| BFCL v4 | 53.8% | estimated ± 2.6 pp, high confidence |
| CyberGym | 0.0% | estimated ± 6.2 pp, low confidence |
| JobBench | 0.0% | estimated ± 8.6 pp, low confidence |
| SWE-bench Pro | 42.2% | estimated ± 6.8 pp, medium confidence |
| WideResearch | 41.6% | estimated ± 9.1 pp, low confidence |
| AA Agentic Index | 2.7% | estimated ± 2.8 pp, high confidence |
| MMLU-Pro | 85.5% | estimated ± 3.5 pp, high confidence |
| GPQA | 61.4% | estimated ± 3.2 pp, high confidence |
| AA-IFBench | 41.0% | measured |
| Gert Labs | 36.0% | estimated ± 8.9 pp, medium confidence |
| AA-AnalystAgent | 0.0% | estimated ± 12.0 pp, low confidence |
| AA EnterpriseOps-Gym | 2.2% | estimated ± 3.6 pp, low confidence |
| ARC-AGI-1 | 2.1% | estimated ± 5.4 pp, low confidence |
| ARC-AGI-2 | 0.8% | estimated ± 14.2 pp, low confidence |
| CursorBench 3.1 | 16.9% | estimated ± 3.4 pp, low confidence |
| CursorBench 3.2 | 36.1% | estimated ± 5.3 pp, low confidence |
| FrontierCode 1.1 Main | 0.0% | estimated ± 6.6 pp, low confidence |
| FrontierSWE v2 | 0.0% | estimated ± 14.6 pp, low confidence |
| OSWorld-Verified | 55.6% | estimated ± 8.7 pp, low confidence |
| Vals GPQA Diamond | 52.8% | estimated ± 7.4 pp, medium confidence |
| Vals MMLU-Pro | 83.9% | estimated ± 2.2 pp, high confidence |
| Vals SWE-bench | 65.4% | estimated ± 7.6 pp, low confidence |
| AA AutomationBench | 3.7% | estimated ± 7.0 pp, low confidence |
| GDP.pdf | 9.4% | estimated ± 5.4 pp, low confidence |
| AA ITBench | 95.6% | estimated ± 3.6 pp, low confidence |
| AA Tau3 Banking | 22.0% | estimated ± 5.8 pp, low confidence |
| CursorBench 4.0 | 9.0% | estimated ± 3.5 pp, medium confidence |
| CWE-bench v1 | 0.0% | estimated ± 6.9 pp, low confidence |
| HLE w/o tools | 3.7% | estimated ± 5.7 pp, low confidence |
| PostTrainBench v1.1 | 22.7% | estimated ± 7.2 pp, low confidence |
| SWE Multilingual | 53.9% | estimated ± 2.6 pp, low confidence |
| Toolathlon-Verified | 0.0% | estimated ± 2.4 pp, medium confidence |
| C-Eval | 83.0% | estimated ± 1.0 pp, low confidence |
| MCP Atlas | 50.2% | estimated ± 11.1 pp, low confidence |
| MCP-Tasks | 96.8% | estimated ± 8.2 pp, low confidence |
| MMLU-ProX | 70.5% | measured |
| MMLU-Redux | 94.4% | estimated ± 1.1 pp, medium confidence |
| NL2Repo | 32.2% | estimated ± 6.5 pp, medium confidence |
| NOVA-63 | 50.3% | estimated ± 1.3 pp, low confidence |
| QwenClawBench | 55.9% | estimated ± 6.0 pp, low confidence |
| SuperGPQA | 69.3% | estimated ± 7.5 pp, medium confidence |
| Toolathlon | 26.9% | estimated ± 6.3 pp, low confidence |
| HealthBench Hard | 0.1% | estimated ± 7.7 pp, low confidence |
| MMLU-Pro (Arcee) | 77.1% | estimated ± 4.0 pp, low confidence |
| React Native Evals | 72.0% | estimated ± 4.7 pp, medium confidence |
| ResearchClawBench | 0.0% | estimated ± 2.2 pp, low confidence |
| ARC-AGI-3 | 1.7% | estimated ± 3.4 pp, medium confidence |
| BioMysteryBench (human-solvable) | 81.7% | estimated ± 0.6 pp, low confidence |
| DRACO | 61.5% | estimated ± 3.0 pp, low confidence |
| HealthBench (raw) | 7.4% | 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) | 21.6% | estimated ± 5.0 pp, low confidence |
| HLE-Verified | 15.3% | estimated ± 2.0 pp, low confidence |
| LABBench2 | 45.9% | estimated ± 1.8 pp, low confidence |
| OpenHarmony Bench | 51.0% | estimated ± 2.4 pp, medium confidence |
| MMLU | 88.6% | estimated ± 1.1 pp, medium confidence |