As of October 20, 2026, Qwen3.7 Plus ranks #70 of 213 models overall with 25.2 on the Artificial Analysis Intelligence Index. Its strongest category is web design, where it ranks #34 of 131. Qwen3.7 Plus costs $0.32 per million input tokens and $1.28 per million output tokens. It was released on June 3, 2026.
Its output price ranks 161 of 349 priced models, counting from the cheapest.
Qwen3.7-Plus is a cost-effective model in Alibaba's Qwen3.7 series. It supports text and image input with text output, building on the series' text capabilities with a comprehensive upgrade to its...
qwen/qwen3.7-plus The tick on a coding bar is the median of every model measured on it. Outside coding, the place is this model's rank on that board. A board that never ran the model says so.
Measured in 4 of 6 categories. A place counts only the models measured on that board.
No coding benchmark has measured this model, so there is no index. We do not estimate one from its price, its maker or its siblings. How it is weighted
Not measured on SWE-bench Lite, SWE-bench (full test set), SWE-bench Multimodal, SWE-bench Multilingual, LiveCodeBench (Vals AI), SWE-bench Verified (Vals AI), Terminal-Bench 4 (Vals AI), ProgramBench (Vals AI), IOI (Vals AI), SWE-bench Multimodal (Vals AI), Vibe Code Bench 1-100 (Vals AI), CyberBench (Vals AI), LiveCodeBench (Artificial Analysis run), Terminal-Bench, DeepSWE, FrontierSWE, GSO-Bench, WeirdML, MirrorCode, Cybench, ALE-Bench, LMArena WebDev: React, LMArena WebDev: HTML, LMArena WebDev: from an image
Not measured on Design Arena: agents building web apps, Design Arena: agents building full-stack apps, Design Arena: agents building mobile apps, Design Arena: agents building Android apps, Design Arena: agents building Godot games, Design Arena: agents building games, Design Arena: HTML slides, Design Arena: PowerPoint slides, Design Arena: spreadsheets, LiveBench research, LiveBench browser, LiveBench long agentic, SREBench (Vals AI), Harvey's Legal Agent Benchmark (Vals AI), BioMysteryBench (Vals AI), Terminal-Bench-Science (Vals AI), Vals Science Index, Time Horizon Index (Vals AI), CUA-bench (Vals AI), Robo-bench (Vals AI), APEX-Agents, METR time horizons, Remote Labor Index, GDPval, BALROG, DeepResearch Bench, PostTrainBench, TheAgentCompany, OSWorld, SpireClimb, Vending-Bench 2, LMArena Search
Not measured on GPQA Diamond, LiveBench reasoning, MysteryMechanism (Vals AI), MMMU Pro (Vals AI), ARC-AGI, ARC-AGI-2, Humanity's Last Exam, SimpleBench, Chess puzzles, EBR-bench, VPCT, BIG-Bench Hard
Not measured on AIME, MATH 500 (Vals AI), MGSM (Vals AI), AA Math Index, AIME 2025 (Artificial Analysis run), FrontierMath, tier 4, ProofBench, MATH level 5, GSM8K
Not measured on MMLU Pro, LegalBench (Vals AI), CaseLaw (Vals AI), CorpFin (Vals AI), TaxEval (Vals AI), MedQA (Vals AI), MedCode (Vals AI), MMLU Pro (Artificial Analysis run), SimpleQA Verified, MMLU, GeoBench, AI2 Reasoning Challenge
Not measured on LiveBench design
Not measured on Vals Index, LiveBench data analysis, Public Benefits Bench (Vals AI), MedScribe (Vals AI), Fiction.LiveBench, Creative writing (Lech Mazur), CL-bench, Surface Evolver Bench, Furniture assembly, ExploitBench, HellaSwag, WinoGrande, PIQA, CL-bench Life, LMArena Vision: captioning, LMArena Vision: recognizing things
Not measured on Design Arena: images, Design Arena: graphic design, Design Arena: logos, LMArena Text to Image, LMArena Image Edit
Public boards shown as published (Vals AI, Artificial Analysis, Design Arena) and kept out of the coding index. Each links to its source on the benchmark page.
| Benchmark | Result | Index weight |
|---|---|---|
| Aider polyglotCoding | Not measured | 35% |
| SWE-bench VerifiedCoding | Not measured | 30% |
| SWE-bench LiteCoding | Not measured | Not in index |
| SWE-bench (full test set)Coding | Not measured | Not in index |
| SWE-bench MultimodalCoding | Not measured | Not in index |
| SWE-bench MultilingualCoding | Not measured | Not in index |
| LiveBench codingCoding | Not measured | 20% |
| LMArena WebDevCoding | Not measured | 15% |
| Vals IndexGeneral | Not measured | Not in index |
| GPQA DiamondReasoning | Not measured | Not in index |
| AIMEMath | Not measured | Not in index |
| MMLU ProKnowledge | Not measured | Not in index |
| AA Intelligence IndexIntelligence | 25.2 | Not in index |
| AA Coding IndexCoding | 55.9 | Not in index |
| AA Agentic IndexAgentic work | 17.5 | Not in index |
| Design Arena: websitesWeb design | 1270 | Not in index |
| Design Arena: UI componentsWeb design | 1263 | Not in index |
| Design Arena: game devWeb design | 1262 | Not in index |
| Design Arena: data vizWeb design | 1276 | Not in index |
| Design Arena: 3DWeb design | 1239 | Not in index |
| Design Arena: all code categoriesWeb design | 1269 | Not in index |
| Design Arena: SVGWeb design | 1206 | Not in index |
| Design Arena: ASCII artWeb design | 1144 | Not in index |
| Design Arena: agents building web appsAgentic work | Not measured | Not in index |
| Design Arena: agents building full-stack appsAgentic work | Not measured | Not in index |
| Design Arena: agents building mobile appsAgentic work | Not measured | Not in index |
| Design Arena: agents building Android appsAgentic work | Not measured | Not in index |
| Design Arena: agents building Godot gamesAgentic work | Not measured | Not in index |
| Design Arena: agents building gamesAgentic work | Not measured | Not in index |
| Design Arena: HTML slidesAgentic work | Not measured | Not in index |
| Design Arena: PowerPoint slidesAgentic work | Not measured | Not in index |
| Design Arena: spreadsheetsAgentic work | Not measured | Not in index |
| Design Arena: imagesImage generation | Not measured | Not in index |
| Design Arena: graphic designImage generation | Not measured | Not in index |
| Design Arena: logosImage generation | Not measured | Not in index |
| LiveBench reasoningReasoning | Not measured | Not in index |
| LiveBench data analysisGeneral | Not measured | Not in index |
| LiveBench researchAgentic work | Not measured | Not in index |
| LiveBench browserAgentic work | Not measured | Not in index |
| LiveBench long agenticAgentic work | Not measured | Not in index |
| LiveBench designWeb design | Not measured | Not in index |
| LiveCodeBench (Vals AI)Coding | Not measured | Not in index |
| SWE-bench Verified (Vals AI)Coding | Not measured | Not in index |
| Terminal-Bench 4 (Vals AI)Coding | Not measured | Not in index |
| Vibe Code Bench (Vals AI)Coding | 46.4% | Not in index |
| Code migration (Vals AI)Coding | 12.9% | Not in index |
| ProgramBench (Vals AI)Coding | Not measured | Not in index |
| SREBench (Vals AI)Agentic work | Not measured | Not in index |
| IOI (Vals AI)Coding | Not measured | Not in index |
| Terminal-Bench 2.1 (Vals AI)Coding | 52.8% | Not in index |
| SWE-bench Multimodal (Vals AI)Coding | Not measured | Not in index |
| Vibe Code Bench 1-100 (Vals AI)Coding | Not measured | Not in index |
| SkillsBench (Vals AI)Coding | 54.3% | Not in index |
| CyberBench (Vals AI)Coding | Not measured | Not in index |
| Finance Agent (Vals AI)Agentic work | 38.2% | Not in index |
| Tax Agent Bench (Vals AI)Agentic work | 10.5% | Not in index |
| Legal Research Bench (Vals AI)Agentic work | 16.4% | Not in index |
| Harvey's Legal Agent Benchmark (Vals AI)Agentic work | Not measured | Not in index |
| Excel Modeling Benchmark (Vals AI)Agentic work | 49.3% | Not in index |
| BioMysteryBench (Vals AI)Agentic work | Not measured | Not in index |
| Terminal-Bench-Science (Vals AI)Agentic work | Not measured | Not in index |
| Vals Science IndexAgentic work | Not measured | Not in index |
| Time Horizon Index (Vals AI)Agentic work | Not measured | Not in index |
| CUA-bench (Vals AI)Agentic work | Not measured | Not in index |
| Robo-bench (Vals AI)Agentic work | Not measured | Not in index |
| Public Benefits Bench (Vals AI)General | Not measured | Not in index |
| MysteryMechanism (Vals AI)Reasoning | Not measured | Not in index |
| MMMU Pro (Vals AI)Reasoning | Not measured | Not in index |
| MATH 500 (Vals AI)Math | Not measured | Not in index |
| MGSM (Vals AI)Math | Not measured | Not in index |
| SAGE (Vals AI)General | 39.3% | Not in index |
| LegalBench (Vals AI)Knowledge | Not measured | Not in index |
| CaseLaw (Vals AI)Knowledge | Not measured | Not in index |
| CorpFin (Vals AI)Knowledge | Not measured | Not in index |
| TaxEval (Vals AI)Knowledge | Not measured | Not in index |
| MortgageTax (Vals AI)Knowledge | 66.2% | Not in index |
| MedQA (Vals AI)Knowledge | Not measured | Not in index |
| MedCode (Vals AI)Knowledge | Not measured | Not in index |
| MedScribe (Vals AI)General | Not measured | Not in index |
| Vals Multimodal IndexGeneral | 53.9% | Not in index |
| AA Math IndexMath | Not measured | Not in index |
| GPQA Diamond (Artificial Analysis run)Reasoning | 90.0% | Not in index |
| Humanity's Last Exam (Artificial Analysis run)Reasoning | 35.6% | Not in index |
| MMLU Pro (Artificial Analysis run)Knowledge | Not measured | Not in index |
| LiveCodeBench (Artificial Analysis run)Coding | Not measured | Not in index |
| SciCodeCoding | 46.1% | Not in index |
| Terminal-Bench Hard (Artificial Analysis run)Coding | 47.0% | Not in index |
| IFBenchGeneral | 78.0% | Not in index |
| Long context reasoning (AA-LCR)General | 73.0% | Not in index |
| τ²-Bench TelecomAgentic work | 93.0% | Not in index |
| AIME 2025 (Artificial Analysis run)Math | Not measured | Not in index |
| Terminal-BenchCoding | Not measured | Not in index |
| DeepSWECoding | Not measured | Not in index |
| FrontierCodeCoding | 10.2% | Not in index |
| FrontierSWECoding | Not measured | Not in index |
| GSO-BenchCoding | Not measured | Not in index |
| WeirdMLCoding | Not measured | Not in index |
| MirrorCodeCoding | Not measured | Not in index |
| APEX-AgentsAgentic work | Not measured | Not in index |
| METR time horizonsAgentic work | Not measured | Not in index |
| Remote Labor IndexAgentic work | Not measured | Not in index |
| GDPvalAgentic work | Not measured | Not in index |
| OSWorld 2.0Agentic work | 2.8% | Not in index |
| BALROGAgentic work | Not measured | Not in index |
| DeepResearch BenchAgentic work | Not measured | Not in index |
| PostTrainBenchAgentic work | Not measured | Not in index |
| GPQA Diamond (Epoch AI run)Reasoning | 87.9% | Not in index |
| ARC-AGIReasoning | Not measured | Not in index |
| ARC-AGI-2Reasoning | Not measured | Not in index |
| Humanity's Last ExamReasoning | Not measured | Not in index |
| SimpleBenchReasoning | Not measured | Not in index |
| Chess puzzlesReasoning | Not measured | Not in index |
| Mystery game puzzlesReasoning | 17.0% | Not in index |
| EBR-benchReasoning | Not measured | Not in index |
| OTIS Mock AIMEMath | 93.3% | Not in index |
| FrontierMath, tiers 1 to 3Math | 34.4% | Not in index |
| FrontierMath, tier 4Math | Not measured | Not in index |
| ProofBenchMath | Not measured | Not in index |
| MATH level 5Math | Not measured | Not in index |
| GSM8KMath | Not measured | Not in index |
| SimpleQA VerifiedKnowledge | Not measured | Not in index |
| MMLUKnowledge | Not measured | Not in index |
| GeoBenchKnowledge | Not measured | Not in index |
| DTBenchGeneral | 84.0% | Not in index |
| LMCAGeneral | 37.6% | Not in index |
| Fiction.LiveBenchGeneral | Not measured | Not in index |
| Creative writing (Lech Mazur)General | Not measured | Not in index |
| CL-benchGeneral | Not measured | Not in index |
| Surface Evolver BenchGeneral | Not measured | Not in index |
| Furniture assemblyGeneral | Not measured | Not in index |
| ExploitBenchGeneral | Not measured | Not in index |
| CybenchCoding | Not measured | Not in index |
| TheAgentCompanyAgentic work | Not measured | Not in index |
| OSWorldAgentic work | Not measured | Not in index |
| SpireClimbAgentic work | Not measured | Not in index |
| VPCTReasoning | Not measured | Not in index |
| BIG-Bench HardReasoning | Not measured | Not in index |
| AI2 Reasoning ChallengeKnowledge | Not measured | Not in index |
| HellaSwagGeneral | Not measured | Not in index |
| WinoGrandeGeneral | Not measured | Not in index |
| PIQAGeneral | Not measured | Not in index |
| CL-bench LifeGeneral | Not measured | Not in index |
| ALE-BenchCoding | Not measured | Not in index |
| Vending-Bench 2Agentic work | Not measured | Not in index |
| Epoch Capabilities IndexIntelligence | 147.3 | Not in index |
| LMArena TextGeneral | 1455 | Not in index |
| LMArena Text: codingCoding | 1473 | Not in index |
| LMArena Text: hard promptsReasoning | 1460 | Not in index |
| LMArena Text: mathMath | 1467 | Not in index |
| LMArena Text: instruction followingGeneral | 1440 | Not in index |
| LMArena Text: creative writingGeneral | 1439 | Not in index |
| LMArena VisionGeneral | 1278 | Not in index |
| LMArena Text: EnglishGeneral | 1459 | Not in index |
| LMArena Text: non-EnglishGeneral | 1445 | Not in index |
| LMArena Text: ChineseGeneral | 1510 | Not in index |
| LMArena Text: GermanGeneral | 1471 | Not in index |
| LMArena Text: JapaneseGeneral | 1412 | Not in index |
| LMArena Text: KoreanGeneral | 1414 | Not in index |
| LMArena Text: FrenchGeneral | 1472 | Not in index |
| LMArena Text: SpanishGeneral | 1457 | Not in index |
| LMArena Text: RussianGeneral | 1458 | Not in index |
| LMArena Text: PolishGeneral | 1450 | Not in index |
| LMArena Text: multi-turnGeneral | 1460 | Not in index |
| LMArena Text: longer queriesGeneral | 1455 | Not in index |
| LMArena Text: expertReasoning | 1467 | Not in index |
| LMArena Text: hard prompts in EnglishReasoning | 1460 | Not in index |
| LMArena Text: software and ITCoding | 1473 | Not in index |
| LMArena Text: mathematical workMath | 1470 | Not in index |
| LMArena Text: scienceKnowledge | 1465 | Not in index |
| LMArena Text: medicine and healthcareKnowledge | 1465 | Not in index |
| LMArena Text: legal and governmentKnowledge | 1452 | Not in index |
| LMArena Text: business and financeKnowledge | 1435 | Not in index |
| LMArena Text: writing and languageGeneral | 1438 | Not in index |
| LMArena Text: entertainment and mediaGeneral | 1422 | Not in index |
| LMArena WebDev: ReactCoding | Not measured | Not in index |
| LMArena WebDev: HTMLCoding | Not measured | Not in index |
| LMArena WebDev: from an imageCoding | Not measured | Not in index |
| LMArena Vision: EnglishGeneral | 1280 | Not in index |
| LMArena Vision: ChineseGeneral | 1332 | Not in index |
| LMArena Vision: reading textGeneral | 1288 | Not in index |
| LMArena Vision: diagramsReasoning | 1292 | Not in index |
| LMArena Vision: homeworkReasoning | 1295 | Not in index |
| LMArena Vision: humorGeneral | 1261 | Not in index |
| LMArena Vision: captioningGeneral | Not measured | Not in index |
| LMArena Vision: recognizing thingsGeneral | Not measured | Not in index |
| LMArena Vision: creative writingGeneral | 1258 | Not in index |
| LMArena SearchAgentic work | Not measured | Not in index |
| LMArena DocumentGeneral | 1444 | Not in index |
| LMArena Text to ImageImage generation | Not measured | Not in index |
| LMArena Image EditImage generation | Not measured | Not in index |
A list price says what a token costs. The cost per solved task says what a working answer costs, which is the number that decides.
Neither board that publishes what a SWE-bench Verified attempt costs, Vals AI and swebench.com, has run this model. We leave the number out rather than estimate it.
Beside a result, many boards publish what the run cost, how long it took, the tokens it spent or the votes behind a rating. Each figure as its board printed it, one board per row.
| Board | Result | What the run cost | Also published |
|---|---|---|---|
| Vibe Code Bench (Vals AI) | 46.4% | $1.08 per test | Duration, as printed 37m 12s |
| Code migration (Vals AI) | 12.9% | $0.42 per test | Duration, as printed 35m 47s |
| Terminal-Bench 2.1 (Vals AI) | 52.8% | $0.10 per test | Duration, as printed 10m 55s |
| SkillsBench (Vals AI) | 54.3% | $0.14 per test | Duration, as printed 12m 04s |
| Finance Agent (Vals AI) | 38.2% | $0.36 per test | Duration, as printed 9m 02s |
| Tax Agent Bench (Vals AI) | 10.5% | $0.09 per test | Duration, as printed 5m 10s |
| Legal Research Bench (Vals AI) | 16.4% | $0.30 per test | Duration, as printed 13m 52s |
| Excel Modeling Benchmark (Vals AI) | 49.3% | $0.60 per test | Duration, as printed 36m 49s |
| Vals Multimodal Index | 53.9% | $0.26 per test | Duration, as printed 10m 29s |
| OSWorld 2.0 | 2.8% | $411.56 estimated cost | With partial credit 21.5% |
| Design Arena: websites | 1270 Elo | Not published | Battles 10,167 |
| Design Arena: UI components | 1263 Elo | Not published | Battles 1,369 |
| Design Arena: game dev | 1262 Elo | Not published | Battles 3,640 |
|---|---|---|---|
| Design Arena: data viz | 1276 Elo | Not published | Battles 1,409 |
| Design Arena: 3D | 1239 Elo | Not published | Battles 5,098 |
| Design Arena: all code categories | 1269 Elo | Not published | Battles 18,609 |
| Design Arena: SVG | 1206 Elo | Not published | Battles 1,429 |
| Design Arena: ASCII art | 1144 Elo | Not published | Battles 254 |
| SAGE (Vals AI) | 39.3% | Not published | Latency, as printed 2m 57s |
| MortgageTax (Vals AI) | 66.2% | Not published | Latency, as printed 1m 01s |
| LMArena Text | 1455 Elo | Not published | Votes 42,075 · Interval (±) ±4.3 |
| LMArena Text: coding | 1473 Elo | Not published | Votes 12,183 · Interval (±) ±6.3 |
| LMArena Text: hard prompts | 1460 Elo | Not published | Votes 28,316 · Interval (±) ±5.0 |
| LMArena Text: math | 1467 Elo | Not published | Votes 1,910 · Interval (±) ±13.7 |
| LMArena Text: instruction following | 1440 Elo | Not published | Votes 15,033 · Interval (±) ±5.9 |
| LMArena Text: creative writing | 1439 Elo | Not published | Votes 7,841 · Interval (±) ±7.6 |
| LMArena Vision | 1278 Elo | Not published | Votes 14,212 · Interval (±) ±6.7 |
| LMArena Text: English | 1459 Elo | Not published | Votes 17,716 · Interval (±) ±5.6 |
| LMArena Text: non-English | 1445 Elo | Not published | Votes 24,357 · Interval (±) ±5.1 |
| LMArena Text: Chinese | 1510 Elo | Not published | Votes 2,662 · Interval (±) ±11.9 |
| LMArena Text: German | 1471 Elo | Not published | Votes 763 · Interval (±) ±21.7 |
| LMArena Text: Japanese | 1412 Elo | Not published | Votes 678 · Interval (±) ±24.1 |
| LMArena Text: Korean | 1414 Elo | Not published | Votes 836 · Interval (±) ±21.2 |
| LMArena Text: French | 1472 Elo | Not published | Votes 1,613 · Interval (±) ±16.1 |
| LMArena Text: Spanish | 1457 Elo | Not published | Votes 1,245 · Interval (±) ±17.6 |
| LMArena Text: Russian | 1458 Elo | Not published | Votes 4,669 · Interval (±) ±9.0 |
| LMArena Text: Polish | 1450 Elo | Not published | Votes 807 · Interval (±) ±20.4 |
| LMArena Text: multi-turn | 1460 Elo | Not published | Votes 7,009 · Interval (±) ±7.8 |
| LMArena Text: longer queries | 1455 Elo | Not published | Votes 19,564 · Interval (±) ±5.6 |
| LMArena Text: expert | 1467 Elo | Not published | Votes 4,725 · Interval (±) ±9.0 |
| LMArena Text: hard prompts in English | 1460 Elo | Not published | Votes 12,153 · Interval (±) ±6.4 |
| LMArena Text: software and IT | 1473 Elo | Not published | Votes 17,150 · Interval (±) ±5.7 |
| LMArena Text: mathematical work | 1470 Elo | Not published | Votes 2,260 · Interval (±) ±12.8 |
| LMArena Text: science | 1465 Elo | Not published | Votes 6,771 · Interval (±) ±7.7 |
| LMArena Text: medicine and healthcare | 1465 Elo | Not published | Votes 2,985 · Interval (±) ±11.4 |
| LMArena Text: legal and government | 1452 Elo | Not published | Votes 3,568 · Interval (±) ±10.3 |
| LMArena Text: business and finance | 1435 Elo | Not published | Votes 8,382 · Interval (±) ±7.3 |
| LMArena Text: writing and language | 1438 Elo | Not published | Votes 10,852 · Interval (±) ±6.6 |
| LMArena Text: entertainment and media | 1422 Elo | Not published | Votes 10,017 · Interval (±) ±6.9 |
| LMArena Vision: English | 1280 Elo | Not published | Votes 5,067 · Interval (±) ±9.8 |
| LMArena Vision: Chinese | 1332 Elo | Not published | Votes 740 · Interval (±) ±22.8 |
| LMArena Vision: reading text | 1288 Elo | Not published | Votes 9,923 · Interval (±) ±7.0 |
| LMArena Vision: diagrams | 1292 Elo | Not published | Votes 3,752 · Interval (±) ±10.3 |
| LMArena Vision: homework | 1295 Elo | Not published | Votes 1,646 · Interval (±) ±14.8 |
| LMArena Vision: humor | 1261 Elo | Not published | Votes 556 · Interval (±) ±25.2 |
| LMArena Vision: creative writing | 1258 Elo | Not published | Votes 1,094 · Interval (±) ±18.5 |
| LMArena Document | 1444 Elo | Not published | Votes 4,591 · Interval (±) ±9.0 |
No comparison page of its own yet: one needs a coding index on both sides, and Qwen3.7 Plus has none. Compare Qwen3.7 Plus with any model