Alibaba Cloud / Qwen Team model product
Qwen3-235B-A22B-Thinking-2507 is a state-of-the-art thinking-enabled Mixture-of-Experts (MoE) model with 235B total parameters (22B activated). It features 94 layers, 128 experts (8 activated), and supports 262K native context length. This version delivers significantly improved reasoning performance, achieving state-of-the-art results among open-source thinking models on logical reasoning, mathematics, science, coding, and academic benchmarks. Key enhancements include markedly better general capabilities (instruction following, tool usage, text generation), enhanced 256K long-context understanding, and increased thinking depth. The model supports only thinking mode with automatic <think> tag inclusion.
Updated Aug 10, 2026. Default version: Qwen3-235B-A22B-Thinking-2507
Structured fields from the published default version.
This profile uses the latest version under this unique model that has a calculated LLMBoard score. Arena and price are excluded.
Published benchmark records for the scored version Qwen3-235B-A22B-Thinking-2507.
| CFEval | 2134.0 | 1 | 2 | 100.0% | C | |
| Multi-IF | 0.8 | 1 | 20 | 100.0% | C | |
| WritingBench | 0.9 | 1 | 15 | 100.0% | C | |
| LiveBench 20241125 | 0.8 | 2 | 14 | 92.3% | C | |
| Arena-Hard v2 | 0.8 | 3 | 16 | 86.7% | C | |
| Creative Writing v3 | 0.9 | 3 | 13 | 83.3% | C | |
| BFCL-v3 | 0.7 | 6 | 19 | 72.2% | C | |
| OJBench | 0.3 | 6 | 9 | 37.5% | C | |
| MMLU-Redux | 0.9 | 7 | 48 | 87.2% | C | |
| Include | 0.8 | 8 | 31 | 76.7% | C | |
| MMLU-ProX | 0.8 | 8 | 32 | 77.4% | C | |
| PolyMATH | 0.6 | 8 | 23 | 68.2% | C | |
| HMMT25 | 0.8 | 11 | 25 | 58.3% | C | |
| SuperGPQA | 0.6 | 11 | 34 | 69.7% | C | |
| Tau2 Airline | 0.6 | 15 | 23 | 36.4% | C | |
| Tau2 Retail | 0.7 | 16 | 26 | 40.0% | C | |
| TAU-bench Airline | 0.5 | 17 | 23 | 27.3% | C | |
| TAU-bench Retail | 0.7 | 17 | 25 | 33.3% | C | |
| LiveCodeBench v6 | 0.7 | 25 | 53 | 53.9% | C | |
| MMLU-Pro | 0.8 | 25 | 129 | 81.3% | C | |
| IFEval | 0.9 | 28 | 65 | 57.8% | C | |
| Tau2 Telecom | 0.5 | 31 | 35 | 11.8% | C | |
| AIME 2025 | 0.9 | 37 | 114 | 68.1% | C | |
| Humanity's Last Exam | 0.2 | 60 | 92 | 35.2% | C | |
| GPQA | 0.8 | 79 | 233 | 66.4% | C |
Preference and agent-evaluation signals from published Arena datasets.
| text | expert | 57 | 1456.0 | 410 | N/A | |
| text | industry medicine and healthcare | 64 | 1449.8 | 519 | N/A | |
| text | chinese | 70 | 1473.1 | 410 | N/A | |
| text | japanese | 74 | 1383.7 | 403 | N/A | |
| text | industry mathematical | 76 | 1435.2 | 491 | N/A | |
| text style control | expert | 79 | 1462.1 | 410 | N/A | |
| text style control | japanese | 90 | 1375.0 | 403 | N/A | |
| text | industry business and management and financial operations | 98 | 1411.2 | 1,544 | N/A | |
| text | german | 99 | 1405.9 | 204 | N/A | |
| text | industry life and physical and social science | 100 | 1431.8 | 1,513 | N/A | |
| text | korean | 102 | 1360.5 | 200 | N/A | |
| text | english | 104 | 1427.0 | 4,364 | N/A | |
| text | hard prompts english | 105 | 1429.4 | 2,004 | N/A | |
| text style control | industry mathematical | 106 | 1424.0 | 491 | N/A | |
| text | creative writing | 107 | 1386.7 | 1,075 | N/A | |
| text | exclude ties | 112 | 1399.8 | 6,338 | N/A | |
| text style control | german | 112 | 1398.2 | 204 | N/A | |
| text | overall | 113 | 1413.7 | 8,975 | N/A | |
| text | math | 113 | 1412.3 | 486 | N/A | |
| text | industry software and it services | 114 | 1430.4 | 2,992 | N/A | |
| text style control | chinese | 114 | 1448.6 | 410 | N/A | |
| text | industry writing and literature and language | 115 | 1387.6 | 1,866 | N/A | |
| text | non english | 117 | 1397.2 | 4,603 | N/A | |
| text | russian | 117 | 1398.1 | 436 | N/A | |
| text style control | korean | 117 | 1347.8 | 200 | N/A | |
| text | hard prompts | 118 | 1415.4 | 3,841 | N/A | |
| text | polish | 118 | 1385.9 | 765 | N/A | |
| text | coding | 119 | 1423.8 | 1,612 | N/A | |
| text | multi turn | 120 | 1405.7 | 1,403 | N/A | |
| text style control | industry medicine and healthcare | 120 | 1433.7 | 519 | N/A | |
| text | industry entertainment and sports and media | 121 | 1369.6 | 1,536 | N/A | |
| text style control | russian | 121 | 1402.1 | 436 | N/A | |
| text | spanish | 123 | 1390.4 | 154 | N/A | |
| text | instruction following | 125 | 1385.1 | 2,099 | N/A | |
| text | industry legal and government | 126 | 1407.9 | 539 | N/A | |
| text | longer query | 126 | 1397.7 | 1,616 | N/A | |
| text style control | creative writing | 131 | 1373.6 | 1,075 | N/A | |
| text style control | non english | 131 | 1389.8 | 4,603 | N/A | |
| text style control | industry business and management and financial operations | 133 | 1402.5 | 1,544 | N/A | |
| text style control | polish | 135 | 1374.5 | 765 | N/A | |
| text style control | hard prompts english | 137 | 1426.9 | 2,004 | N/A | |
| text style control | industry software and it services | 137 | 1432.7 | 2,992 | N/A | |
| text style control | overall | 138 | 1398.9 | 8,975 | N/A | |
| text style control | exclude ties | 139 | 1380.2 | 6,338 | N/A | |
| text style control | spanish | 139 | 1382.1 | 154 | N/A | |
| text style control | coding | 140 | 1441.5 | 1,612 | N/A | |
| text style control | industry writing and literature and language | 140 | 1377.6 | 1,866 | N/A | |
| text style control | instruction following | 140 | 1385.3 | 2,099 | N/A | |
| text style control | hard prompts | 141 | 1417.4 | 3,841 | N/A | |
| text style control | math | 142 | 1397.2 | 486 | N/A | |
| text style control | industry life and physical and social science | 143 | 1410.8 | 1,513 | N/A | |
| text style control | longer query | 147 | 1400.6 | 1,616 | N/A | |
| text style control | english | 148 | 1404.5 | 4,364 | N/A | |
| text style control | multi turn | 148 | 1393.0 | 1,403 | N/A | |
| text style control | industry entertainment and sports and media | 152 | 1350.5 | 1,536 | N/A | |
| text style control | industry legal and government | 161 | 1390.5 | 539 | N/A |
Official vendor API PAYG pricing is summarized first. The table then lists individual provider offerings without treating their minimum as the official price.
| ModelScope | Qwen/Qwen3-235B-A22B-Thinking-2507 | global | N/A | N/A | 262.1K | |
| iFlow | qwen3-235b-a22b-thinking-2507 | global | N/A | N/A | 256K | |
| submodel | Qwen/Qwen3-235B-A22B-Thinking-2507 | global | $0.20 | $0.60 | 262.1K | |
| OpenRouter | qwen/qwen3-235b-a22b-thinking-2507 | global | $0.23 | $2.3 | 262.1K | |
| LLM Gateway | qwen3-235b-a22b-thinking-2507 | global | $0.30 | $3 | 262K | |
| NovitaAI | qwen/qwen3-235b-a22b-thinking-2507 | global | $0.30 | $3 | 131.1K | |
| Hugging Face | Qwen/Qwen3-235B-A22B-Thinking-2507 | global | $0.30 | $3 | 262.1K | |
| Jiekou.AI | qwen/qwen3-235b-a22b-thinking-2507 | global | $0.30 | $3 | 131.1K | |
| Vercel AI Gateway | alibaba/qwen3-235b-a22b-thinking | global | $0.40 | $4 | 131.1K | |
| Venice AI | qwen3-235b-a22b-thinking-2507 | global | $0.45 | $3.5 | 128K |
Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.
All published versions linked to this unique model. The score columns identify the version used by the current overall ranking.
| Qwen3-235B-A22B-Thinking-2507 | 65.7 | 235B | 262.1K | 131.1K | No | Apache 2.0 |
A concise description based on the published model registry.
Qwen3-235B-A22B-Thinking-2507 is a state-of-the-art thinking-enabled Mixture-of-Experts (MoE) model with 235B total parameters (22B activated). It features 94 layers, 128 experts (8 activated), and supports 262K native context length. This version delivers significantly improved reasoning performance, achieving state-of-the-art results among open-source thinking models on logical reasoning, mathematics, science, coding, and academic benchmarks. Key enhancements include markedly better general capabilities (instruction following, tool usage, text generation), enhanced 256K long-context understanding, and increased thinking depth. The model supports only thinking mode with automatic <think> tag inclusion.
Use the benchmark, Arena and pricing sections above as separate evidence. A missing field means the current data snapshot does not support that claim.
Data snapshot: 2026-08-07. Editorial model content is not available in the backend.
Open a comparison with the three ranked models immediately above and below this model.
Recommendations prioritize the same model type and family, then the closest published LLMBoard score.
Common questions about Qwen3 235B A22B Thinking.
Qwen3 235B A22B Thinking's default version was released on Jul 25, 2025.
No official standard PAYG price is currently available for Qwen3 235B A22B Thinking. The lowest tracked third-party offer starts at $0.20 input and $0.60 output via submodel.
Qwen3 235B A22B Thinking is published under Alibaba Cloud / Qwen Team in the model registry.
The default version has a 262.1K token context window.
No. The default version is not marked as having publicly available weights.
11 published provider offerings are linked to the default version.
Nearby ranked alternatives include Gemma 4 26B A4B, Grok 4 Fast, GLM 4.7.