Model

Qwen3-235B-A22B-Thinking-2507

Alibaba Cloud / Qwen Team
开源 Apache 2.0

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.

发布日期2025年7月25日
参数规模235B
上下文长度262K
许可证Apache 2.0
知识截止

Benchmarks

评测成绩

评测基准 类别 分数 来源
MMLU-Redux language reasoning math general 93.8 来源
AIME 2025 math reasoning 92.3 来源
WritingBench writing creativity communication 88.3 来源
IFEval general 87.8 来源
Creative Writing v3 creativity writing 86.1 来源
MMLU-Pro language reasoning math general 84.4 来源
HMMT25 math 83.9 来源
GPQA reasoning general 81.1 来源
INCLUDE general 81.0 来源
MMLU-ProX language reasoning math general 81.0 来源
MultiIF reasoning communication language 80.6 来源
Arena-Hard v2 general reasoning creativity 79.7 来源
LiveBench 20241125 math reasoning general 78.4 来源
LiveCodeBench v6 reasoning general 74.1 来源
BFCL-v3 general reasoning 71.9 来源
TAU2-Retail communication reasoning 71.9 来源
TAU1-Retail reasoning communication 67.8 来源
SuperGPQA reasoning general math legal healthcare finance chemistry economics physics 64.9 来源
PolyMATH math reasoning spatial_reasoning multimodal vision 60.1 来源
TAU2-Airline reasoning communication 58.0 来源
TAU1-Airline reasoning communication 46.0 来源
TAU2-Telecom communication reasoning 45.6 来源
OJBench reasoning 32.5 来源
CFEval code 21.3 来源
HLE general 18.2 来源

Pricing

API 价格对比

服务商 输入价 输出价 上下文 吞吐(tok/s) 延迟(s) 函数调用 代码执行 联网搜索
iFlow $0.00 $0.00 256K
LLM Gateway $0.20 $0.60 262K
Venice AI $0.45 $3.50 128K

价格单位:美元/百万 token,数据来自社区整理,仅供参考。