- Terminal Bench 2.0-Terminus 69.7
- SWE-Verified 80.4
- SWE-Pro 60.6
- SWE-Multilingual 78.3
- NL2repo 47.2
- SciCode 53.5
- QwenWebDev 1568
- QwenSVG 1608
- Qwenclaw 64.3
- CoWorkBench 67.2
- ClawEval 65.2
- Skillsbench 59.2
- BFCL-V4 75
- MCP-Mark 60.8
- MCP-Atlas 76.4
- Vitabench 47.9
- SpreadSheetBench-v1 87
- Kernel Bench L3 1.98
- Best of HLE w/ tools / HLE 53.5
- QwenWorldBench 57.3
- GPQA Diamond 92.4
- LiveCodeBench 91.6
- HMMT 2026 Feb 97.1
- IMOAnswerBench 90
- CritPT 11.4
- Apex 44.5
- MMLU-Pro 89.6
- MMLU-Redux 95
- SuperGPQA 73.6
- IFEval 94.3
- IFBench 79.1
- MRCR-v2 128k 90.4
- WMT24++ 85.8
- MAXIFE 89.2
- MMMLU 90.3
- MMLU-ProX 87
- NOVA-63 59
- INCLUDE 86.2
- Global PIQA 91.4
- PolyMATH 86.5
Qwen3.7-Max
Qwen3.7-Max ranks first on 10 of the 143 benchmarks with five or more models scored.
Qwen3.7-Max
Closed weights Flagship
- SWE-bench Verified 77.3% #7 /32
- IFBench 79.1% #12 /80
- SciCode 53.5% #6 /49
Where it ranks
Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.
Knowledge and language
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| MMLU-Pro | 89.6% | #2 of 167 | Lab model card | |
| MMLU-Redux | 95% | #1 of 45 | Lab model card | |
| MMLU-ProX | 87% | #1 of 23 | Lab model card | |
| SuperGPQA | 73.6% | #2 of 35 | Lab model card | |
| IFEval | 94.3% | #11 of 135 | Lab model card | |
| MAXIFE | 89.2% | #1 of 11 | Lab model card | |
| HUMAINE | 33 | #5 of 50 | Official leaderboard | |
| LMArena (Elo) | 1,474 | #35 of 335 | Official leaderboard | |
| KINA | 49.2% | #4 of 37 | Official leaderboard | |
| MMMLU | 90.3% | #9 of 71 | Lab model card | |
| Phare | 75.6% | #8 of 62 | Official leaderboard | |
| BullshitBench V2 | 72% | #19 of 129 | Official leaderboard | |
| IFBench | 79.1% | #12 of 80 | Lab model card | |
| INCLUDE | 86.2% | #5 of 31 | Lab model card | |
| NOVA-63 | 59% | #2 of 11 | Lab model card | |
| Humanity's Last Exam | 53.5% | #30 of 154 | Lab model card | |
| MRCR v2 | 90.4% | #6 of 30 | Lab model card | |
| CompassArena | 1,055 | #2 of 10 | Official leaderboard | |
| BullshitBench | 52.7% | #26 of 107 | Official leaderboard | |
| SimpleQA Verified | 55.8% | #25 of 94 | Epoch AI run | |
| Wer wird Millionär? LLM Benchmark | 87044.0 | #21 of 77 | Official leaderboard | |
| Global PIQA | 91.4% | #4 of 14 | Lab model card | |
| Antidote | 1,051 | #11 of 36 | Official leaderboard | |
| Extended NYT Connections | 85.1% | #34 of 103 | Official leaderboard | |
| WMT24++ | 85.8% | #5 of 15 | Lab model card | |
| DesignArena ASCII Art | 1,204 | #27 of 77 | Official leaderboard | |
| OpenAI MRCR v2 | 44.5% | #23 of 47 | Official leaderboard | |
| EQ-Bench 4 | 1,100 | #27 of 32 | Official leaderboard | |
| Lech Mazur Creative Writing | -2.71 | #44 of 50 | Official leaderboard |
Math and science
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| PolyMath | 86.5% | #1 of 24 | Lab model card | |
| HMMT 2026 | 97.1% | #1 of 19 | Lab model card | |
| IMO-AnswerBench | 90% | #3 of 37 | Lab model card | |
| GPQA Diamond | 90.9% | #38 of 229 | Epoch AI run | |
| DTBench | 92.3% | #37 of 180 | Official leaderboard | |
| OTIS Mock AIME 2024-2025 | 95.6% | #48 of 212 | Epoch AI run | |
| SimpleBench | 70.4% | #24 of 106 | Official leaderboard | |
| MathArena (Apex, IMO, USAMO) | 44.5% | #5 of 12 | Lab model card | |
| FrontierMath Tier 4 v2 | 34.1% | #29 of 68 | Official leaderboard | |
| ProofBench | 26% | #26 of 59 | Official leaderboard | |
| FrontierMath Tiers 1-3 v2 | 64.6% | #38 of 86 | Official leaderboard | |
| ResearchClawBench | 18.7 | #11 of 23 | Official leaderboard | |
| CritPt | 11.4% | #8 of 13 | Lab model card | |
| xbench-ScienceQA | 70.8% | #18 of 29 | Official leaderboard | |
| NatureBench | 7.78% | #13 of 18 | Official leaderboard |
Coding
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| LiveCodeBench | 91.6% | #2 of 54 | Lab model card | |
| SciCode | 53.5% | #6 of 49 | Lab model card | |
| QwenSVG | 1,608 | #1 of 7 | Official leaderboard | |
| IOI (Vals) | 46.8% | #11 of 55 | Official leaderboard | |
| SWE-bench Verified | 77.3% | #7 of 32 | Epoch AI run | |
| DesignArena Data Visualization | 1,274 | #29 of 118 | Official leaderboard | |
| SWE-bench Multilingual | 78.3% | #18 of 73 | Lab model card | |
| DesignArena Website | 1,268 | #38 of 151 | Official leaderboard | |
| DesignArena Code | 1,266 | #40 of 143 | Official leaderboard | |
| DesignArena 3D Design | 1,248 | #39 of 136 | Official leaderboard | |
| DesignArena Game Dev | 1,255 | #42 of 143 | Official leaderboard | |
| DesignArena UI Component | 1,264 | #43 of 139 | Official leaderboard | |
| SWE-Bench Pro | 60.6% | #27 of 81 | Lab model card | |
| DesignArena SVG | 1,207 | #35 of 103 | Official leaderboard | |
| FrontierCS | 61.9 | #5 of 14 | Official leaderboard | |
| WebDev Arena | 1,517 | #39 of 105 | arena.ai, via Epoch AI | |
| Code Arena | 1,515 | #56 of 128 | Official leaderboard | |
| Claw-SWE-Bench | 73.1% | #7 of 16 | Official leaderboard | |
| DesignArena Agentic Overall | 1,171 | #36 of 74 | Official leaderboard | |
| QwenWebDev | 1,568 | #3 of 6 | Official leaderboard | |
| DesignArena Frontend Web App | 1,189 | #27 of 53 | Official leaderboard | |
| DesignArena Full Stack | 1,172 | #25 of 49 | Official leaderboard | |
| NL2Repo-Bench | 47.2% | #16 of 30 | Lab model card | |
| Vibe Code Bench | 47.7% | #68 of 120 | Official leaderboard | |
| Monthly-SWEBench | 51% | #7 of 12 | Official leaderboard | |
| EvoCode-Bench v2 | 11.9% | #8 of 13 | Official leaderboard | |
| DesignArena React Native | 1,152 | #35 of 56 | Official leaderboard | |
| DesignArena Godot Game Dev | 1,169 | #15 of 24 | Official leaderboard | |
| HarnessDev | 52.8% | #4 of 6 | Official leaderboard | |
| DesignArena Android (Kotlin) | 1,148 | #32 of 46 | Official leaderboard | |
| Code Migration | 13.1% | #60 of 78 | Official leaderboard | |
| DesignArena Agentic Game Dev | 1,106 | #21 of 27 | Official leaderboard | |
| ContextBench | 18.5% | #7 of 9 | Official leaderboard | |
| MLS-Bench | 31.7% | #12 of 15 | Official leaderboard | |
| AndroidBench | 54.2% | #27 of 32 | Official leaderboard | |
| GBAEval | 0.41% | #20 of 21 | Official leaderboard | |
| QwenQoderBench | 36.8% | #5 of 5 | Official leaderboard | |
| QwenReactBench | 1,538 | #5 of 5 | Official leaderboard | |
| QwenSVGBench | 1,499 | #5 of 5 | Official leaderboard | |
| QwenSWEBench | 63.4% | #5 of 5 | Official leaderboard |
Agents and tools
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| BFCL V4 | 75% | #1 of 30 | Lab model card | |
| PinchBench 2.0 | 92.5% | #2 of 57 | Official leaderboard | |
| SnakeBench | 34 | #12 of 188 | Official leaderboard | |
| Terminal-Bench 2.0 | 69.7% | #5 of 63 | Lab model card | |
| VITA-Bench | 47.9% | #2 of 16 | Lab model card | |
| Pencil Puzzle Bench | 40% | #7 of 53 | Official leaderboard | |
| QwenClawBench | 64.3% | #1 of 6 | Lab model card | |
| CEO-Bench | $365,346 | #5 of 19 | Official leaderboard | |
| MCPMark | 60.8% | #3 of 10 | Lab model card | |
| Mystery Game Puzzles | 32% | #32 of 84 | Epoch AI run | |
| SkillsBench | 59.2% | #6 of 14 | Lab model card | |
| MCP Atlas | 76.4% | #20 of 46 | Lab model card | |
| PACT | 1,511 | #14 of 26 | Official leaderboard | |
| Chess Puzzles | 27% | #55 of 93 | Epoch AI run | |
| TUA-Bench | 44.9% | #8 of 12 | Official leaderboard | |
| Claw-Eval | 65.2% | #9 of 13 | Lab model card | |
| Long-Horizon-Terminal-Bench (LHTB) | 29.6% | #18 of 25 | Official leaderboard | |
| RuneBench | 4.07 | #56 of 76 | Official leaderboard | |
| Agent Arena | -7.15% | #45 of 56 | Official leaderboard | |
| EBR-bench | 9.52% | #26 of 31 | Epoch AI run | |
| Harbor-Index | 4.90% | #8 of 9 | Official leaderboard | |
| BabaIsBench | 25% | #31 of 32 | Official leaderboard |
Professional work
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| MerchantBench | 59.5 | #1 of 8 | Official leaderboard | |
| TaxEval v2 | 75.3% | #19 of 129 | Official leaderboard | |
| LegalBench | 84.9% | #28 of 138 | Official leaderboard | |
| SpreadsheetBench | 87% | #2 of 6 | Lab model card | |
| CorpFin v2 | 63.7% | #42 of 119 | Official leaderboard | |
| FoodTruck Bench | $27,827 | #25 of 59 | Official leaderboard | |
| Excel Modeling Benchmark | 57% | #42 of 76 | Official leaderboard | |
| MedScribe | 79.4% | #58 of 97 | Official leaderboard | |
| Vals Index v2 | 44.8% | #39 of 65 | Official leaderboard | |
| DesignArena Python-PPTX Slides | 1,147 | #22 of 36 | Official leaderboard | |
| Harvey LAB (Legal Agent Benchmark) | 1.67% | #52 of 80 | Official leaderboard | |
| Vals Finance Agent v2 | 47.8% | #52 of 80 | Official leaderboard | |
| MedCode | 38.8% | #65 of 96 | Official leaderboard | |
| DesignArena HTML Slides | 1,054 | #19 of 28 | Official leaderboard | |
| Legal Research Bench | 25.5% | #65 of 93 | Official leaderboard | |
| Tax Agent Bench | 15.8% | #61 of 84 | Official leaderboard | |
| DesignArena PDF | 1,142 | #27 of 37 | Official leaderboard | |
| YC-Bench | $629,583 | #44 of 59 | Official leaderboard | |
| DesignArena Spreadsheet | 1,086 | #27 of 35 | Official leaderboard | |
| Agents' Last Exam | 11.8% | #24 of 31 | Official leaderboard | |
| EnterpriseBench: CoreCraft | 26.2% | #40 of 51 | Official leaderboard | |
| E-Commerce Bench | 1.65 | #15 of 19 | Official leaderboard | |
| PolicyBench | 76.9% | #41 of 50 | Official leaderboard | |
| CoWorkBench | 64.6% | #5 of 5 | Official leaderboard |
Vision, audio and robotics
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| VoxelBench | 1,609 | #33 of 56 | Official leaderboard | |
| QwenWorldBench | 57.3% | #2 of 2 | Lab model card |
Safety and security
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| BioTIER Permit | 99.9% | #7 of 69 | Official leaderboard | |
| SecCodeBench | 71.1% | #1 of 6 | Official leaderboard | |
| nocot-bench (NCRI) | 85.8 | #44 of 185 | Official leaderboard | |
| BrowseSafe++ | 89% | #4 of 15 | Official leaderboard | |
| Molecular Biology Capabilities Test | 51.8% | #32 of 90 | Official leaderboard | |
| Human Pathogen Capabilities Test | 56.8% | #31 of 86 | Official leaderboard | |
| World-Class Bio | 50.2% | #28 of 74 | Official leaderboard | |
| BioTIER Refuse | 32.8% | #41 of 69 | Official leaderboard | |
| DrugDiscoveryBench | 29.3% | #18 of 20 | Official leaderboard |
Other
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| LMCA | 44% | #46 of 147 | Official leaderboard | |
| Conceptual Reasoning Index | 56.9 | #48 of 151 | Official leaderboard | |
| ACCoRD | 65.3 | #73 of 152 | Official leaderboard |
Its lab's numbers put it at 155.8, 1.2 points above its ECI
The Self-Reported Index fits one score to the 33 capability results Qwen reported for this model, on the scale of the Epoch Capabilities Index. Labs choose which benchmarks to show and how to run them, so read it as the lab's claim, not an independent measurement. The 90% interval runs from 154.3 to 157.3. How we compute it.
- HMMT 2026 97.1
- MMLU-Redux 95
- IFEval 94.3
- GPQA Diamond 92.4
- LiveCodeBench 91.6
- Global PIQA 91.4
- MRCR v2 90.4
- MMMLU 90.3
- IMO-AnswerBench 90
- MMLU-Pro 89.6
- MAXIFE 89.2
- MMLU-ProX 87
- PolyMath 86.5
- INCLUDE 86.2
- WMT24++ 85.8
- SWE-bench Verified 80.4
- IFBench 79.1
- SWE-bench Multilingual 78.3
- MCP Atlas 76.4
- BFCL V4 75
- SuperGPQA 73.6
- Terminal-Bench 2.0 69.7
- Claw-Eval 65.2
- MCPMark 60.8
- SWE-Bench Pro 60.6
- SkillsBench 59.2
- NOVA-63 59
- SciCode 53.5
- Humanity's Last Exam 53.5
- VITA-Bench 47.9
- NL2Repo-Bench 47.2
- MathArena (Apex, IMO, USAMO) 44.5
- CritPt 11.4
Its lab's numbers next to 5 leaderboards
Where the benchmark's own leaderboard, or Epoch AI's run, also has this model. Gaps mostly come from different harnesses, effort levels and task subsets. Every pair.
| Benchmark | Lab says | Board says | Gap |
|---|---|---|---|
| SWE-bench Verified | 80.4% SWE-Verified | 77.3% Epoch AI run | +3.1 pts |
| CoWorkBench | 67.2% CoWorkBench | 64.6% Leaderboard | +2.6 pts |
| GPQA Diamond | 92.4% GPQA Diamond | 90.9% Epoch AI run | +1.5 pts |
| QwenSVG | 1,608 QwenSVG | 1,608 Leaderboard | Same |
| QwenWebDev | 1,568 QwenWebDev | 1,568 Leaderboard | Same |
Qwen's models over time
Qwen's models in color, against every other model on the Epoch Capabilities Index, by release date.
Source: Epoch Capabilities Index, Epoch AI (CC BY 4.0)
Its launch post
The benchmarks the lab chose to headline, with the scores it gave.