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Beam 1.0 501B-A23B FP8 benchmark scores
As of 2026-10-29, Beam 1.0 501B-A23B FP8 (Other) has measured scores on 19 benchmarks and estimated scores on 99 more.
| Benchmark | Score | Source |
|---|---|---|
| AA-GPQA Diamond | 89.2% | estimated ± 2.7 pp, high confidence |
| AA-HLE | 35.7% | estimated ± 3.8 pp, high confidence |
| AA-SciCode | 47.8% | estimated ± 3.0 pp, high confidence |
| AIME26 | 98.0% | measured |
| CritPt | 17.4% | measured |
| GDPval-AA | 37.9% | estimated ± 7.7 pp, medium confidence |
| GPQA Diamond | 90.3% | measured |
| HLE | 43.8% | estimated ± 6.6 pp, medium confidence |
| IFBench | 80.7% | measured |
| AA-LCR | 79.4% | measured |
| LiveCodeBench v6 | 91.8% | estimated ± 2.7 pp, high confidence |
| SciCode | 48.3% | measured |
| Terminal-Bench 2.1 | 78.9% | measured |
| BrowseComp | 76.7% | measured |
| HLE w/ tools | 51.1% | measured |
| IFEval | 94.8% | estimated ± 3.6 pp, high confidence |
| LongBench v2 | 67.6% | measured |
| VITA-Bench | 43.7% | estimated ± 6.7 pp, low confidence |
| τ²-bench results | 97.0% | estimated ± 3.1 pp, high confidence |
| AA Coding Index | 67.8% | estimated ± 2.5 pp, high confidence |
| APEX-Agents | 35.1% | estimated ± 0.6 pp, medium confidence |
| APEX-Agents-AA | 22.8% | estimated ± 4.2 pp, high confidence |
| BioMysteryBench (human-difficult) | 47.4% | estimated ± 6.8 pp, low confidence |
| DeepSearchQA | 79.6% | measured |
| SWE-bench Verified | 80.2% | measured |
| AutomationBench | 26.6% | estimated ± 10.5 pp, low confidence |
| BFCL v4 | 76.4% | estimated ± 4.7 pp, low confidence |
| CyberGym | 66.9% | estimated ± 7.3 pp, medium confidence |
| JobBench | 52.1% | estimated ± 6.4 pp, medium confidence |
| SWE-bench Pro | 65.9% | measured |
| τ³-bench results | 36.8% | measured |
| WideResearch | 76.2% | estimated ± 3.5 pp, high confidence |
| AA Agentic Index | 4.9% | estimated ± 5.9 pp, medium confidence |
| MMLU-Pro | 85.5% | estimated ± 2.5 pp, medium confidence |
| AA-IFBench | 80.4% | estimated ± 7.4 pp, medium confidence |
| Artificial Analysis Intelligence Index | 25.4% | estimated ± 6.1 pp, medium confidence |
| GPQA | 90.2% | estimated ± 1.2 pp, high confidence |
| AA-Omniscience Accuracy | 33.1% | estimated ± 8.1 pp, medium confidence |
| MATH-500 | 98.0% | estimated ± 3.1 pp, low confidence |
| MMMLU | 90.5% | estimated ± 0.7 pp, low confidence |
| AA MMLU-Pro | 88.4% | estimated ± 1.5 pp, low confidence |
| AIME 2025 | 98.2% | estimated ± 1.5 pp, low confidence |
| Gert Labs | 57.7% | estimated ± 7.4 pp, medium confidence |
| AA EnterpriseOps-Gym | 41.1% | estimated ± 3.3 pp, low confidence |
| AA Harvey LAB v1.0 | 88.1% | estimated ± 1.7 pp, medium confidence |
| AA Tau3 Banking | 33.0% | estimated ± 3.9 pp, high confidence |
| AA Terminal-Bench 2.1 | 80.0% | estimated ± 6.8 pp, medium confidence |
| ApprenticeBench | 11.4% | estimated ± 10.1 pp, low confidence |
| ARC-AGI-1 | 89.5% | estimated ± 2.7 pp, high confidence |
| ARC-AGI-2 | 57.0% | estimated ± 10.1 pp, low confidence |
| CursorBench 3.1 | 58.4% | estimated ± 5.6 pp, low confidence |
| CursorBench 3.2 | 64.3% | estimated ± 3.6 pp, high confidence |
| Terminal-Bench 3.0 | 12.6% | estimated ± 9.1 pp, low confidence |
| FrontierCode 1.1 Main | 25.8% | estimated ± 2.7 pp, medium confidence |
| FrontierMath v2 (Tiers 1-3) | 52.5% | estimated ± 8.8 pp, medium confidence |
| FrontierSWE v2 | 25.6% | estimated ± 9.0 pp, medium confidence |
| MazeBench | 0.0% | estimated ± 6.1 pp, low confidence |
| OSWorld-Verified | 69.3% | estimated ± 5.8 pp, medium confidence |
| Vals GPQA Diamond | 89.6% | estimated ± 2.0 pp, high confidence |
| Vals LiveCodeBench | 85.9% | estimated ± 0.8 pp, medium confidence |
| Vals MMLU-Pro | 86.8% | estimated ± 1.6 pp, high confidence |
| Vals SWE-bench | 73.7% | estimated ± 5.3 pp, low confidence |
| Terminal-Bench 2.1 (Vals AI) | 66.9% | estimated ± 7.4 pp, medium confidence |
| AA AutomationBench | 44.7% | estimated ± 11.6 pp, low confidence |
| CWE-Bench-AA | 52.2% | estimated ± 5.2 pp, medium confidence |
| AA Cyber Index | 34.3% | estimated ± 12.8 pp, low confidence |
| DeepsecBench-AA | 11.4% | estimated ± 6.0 pp, low confidence |
| GDP.pdf | 10.4% | estimated ± 4.9 pp, low confidence |
| AA ITBench | 44.3% | estimated ± 4.1 pp, high confidence |
| AA Terminal-Bench 4.0 | 16.6% | estimated ± 11.6 pp, low confidence |
| Bug Hunt Bench | 14.8% | estimated ± 9.4 pp, low confidence |
| CursorBench 4.0 | 40.0% | estimated ± 3.6 pp, high confidence |
| DeepSWE | 43.0% | measured |
| FrontierCode 2.0 | 22.5% | estimated ± 7.1 pp, low confidence |
| HLE w/o tools | 36.0% | measured |
| OSWorld 2.1 | 54.6% | estimated ± 8.3 pp, low confidence |
| PostTrainBench v1.1 | 16.9% | estimated ± 4.5 pp, medium confidence |
| SWE Multilingual | 78.1% | measured |
| Toolathlon-Verified | 66.9% | estimated ± 5.7 pp, medium confidence |
| Vibe Code Bench | 48.9% | estimated ± 8.1 pp, medium confidence |
| ARC-AGI-3 | 0.0% | estimated ± 3.6 pp, high confidence |
| Hermes Bench | 63.9% | estimated ± 4.8 pp, low confidence |
| Hermes Index | 26.4% | estimated ± 10.0 pp, low confidence |
| ExploitGym | 0.0% | estimated ± 9.2 pp, low confidence |
| Claw-Eval | 71.1% | estimated ± 6.3 pp, low confidence |
| DeepPlanning | 50.8% | estimated ± 13.1 pp, low confidence |
| HMMT Feb 2025 | 98.6% | estimated ± 1.9 pp, low confidence |
| HMMT Feb 2026 | 93.4% | estimated ± 4.0 pp, high confidence |
| HMMT Nov 2025 | 96.2% | estimated ± 3.2 pp, high confidence |
| INCLUDE | 85.9% | estimated ± 2.0 pp, medium confidence |
| MCP Atlas | 81.5% | measured |
| MMAnswerBench | 88.1% | estimated ± 1.3 pp, high confidence |
| MMLU-ProX | 86.0% | estimated ± 1.3 pp, high confidence |
| MMLU-Redux | 92.6% | estimated ± 2.8 pp, high confidence |
| NL2Repo | 54.1% | estimated ± 6.1 pp, medium confidence |
| QwenClawBench | 67.1% | estimated ± 2.6 pp, medium confidence |
| SuperGPQA | 76.9% | estimated ± 13.9 pp, low confidence |
| Toolathlon | 46.2% | estimated ± 4.2 pp, high confidence |
| HealthBench Hard | 31.9% | estimated ± 8.6 pp, low confidence |
| LiveCodeBench Pro | 88.1% | estimated ± 6.0 pp, low confidence |
| MedXpertQA (Text) | 54.7% | estimated ± 4.5 pp, medium confidence |
| MMLU-Pro (Arcee) | 87.0% | estimated ± 3.4 pp, low confidence |
| React Native Evals | 82.0% | estimated ± 2.3 pp, medium confidence |
| ResearchClawBench | 19.2% | estimated ± 1.8 pp, medium confidence |
| SWE-Rebench | 61.8% | estimated ± 3.6 pp, medium confidence |
| BioMysteryBench (human-solvable) | 88.6% | estimated ± 0.6 pp, medium confidence |
| DRACO | 81.7% | estimated ± 4.5 pp, medium confidence |
| FrontierCode 1.1 Extended | 57.8% | estimated ± 3.0 pp, medium confidence |
| HealthBench Professional | 50.7% | estimated ± 4.8 pp, low confidence |
| STEMBench | 2.4% | estimated ± 0.2 pp, high confidence |
| LiveCodeBench | 79.4% | estimated ± 14.6 pp, low confidence |
| Agents' Last Exam | 24.2% | estimated ± 13.0 pp, low confidence |
| OpenHarmony Bench | 60.9% | estimated ± 4.9 pp, low confidence |
| IMOAnswerBench | 75.6% | estimated ± 10.7 pp, low confidence |
| MRCRv2 | 85.7% | estimated ± 11.3 pp, low confidence |
| MMLongBench-Doc | 61.4% | estimated ± 2.6 pp, low confidence |
| PinchBench | 90.0% | estimated ± 3.6 pp, medium confidence |
| SWE-Atlas Codebase QnA | 32.2% | measured |