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Qwen3.6 35B A3B (Reasoning)

AlibabaQwen开源权重Apache 2.0 · 商用许可

描述

Qwen3.6-35B-A3B is the first open-weight variant of the Qwen3.6 series, a multimodal Mixture-of-Experts model with 35B total parameters and 3B activated. It pairs a vision encoder with a hybrid 40-layer language model that interleaves Gated DeltaNet linear-attention blocks and Gated Attention blocks (10 × (3 × DeltaNet + 1 × Attention)) over 256 experts (8 routed + 1 shared, expert dim 512). The release prioritizes stability and real-world utility, with substantial gains in agentic coding (frontend workflows, repo-level reasoning) and a new option to preserve reasoning context across turns. Native context length is 262K tokens, extensible to ~1M via YaRN, and the model thinks by default.

发布日期
2026-04-16
参数规模
35.0B
上下文长度
262K
支持模态
audio, image, text, video

能力雷达图

29
general
41
coding
84
reasoning
54
science估算
50
agents
80
multimodal

Science 在缺少专门科学评测时使用推理能力代理估算。

排行榜排名

领域#排名分数来源
智能体能力模型榜97
45.0
LS
代码能力榜120
62.0
AA
通用能力榜87
68.0
AA
多模态榜35
79.0
LS
推理能力47
70.0
LS
科学能力104
61.0
AA

基准测试分数 (LLM Stats)

Agents

GDPval-AA1056.00 / 3000自报
TAU3-Bench67.2%自报
MCP Atlas62.8%自报
WideSearch60.1%自报
ZClawBench52.6%自报
Terminal-Bench 2.051.5%自报
Claw-Eval50.0%自报
SWE-Bench Pro49.5%自报
MCP-Mark37.0%自报
VITA-Bench35.6%自报
NL2Repo29.4%自报
SkillsBench28.7%自报
Toolathlon26.9%自报
DeepPlanning25.9%自报

Biology

GPQA86.0%自报

Chemistry

SuperGPQA64.7%自报

Code

SWE-Bench Verified73.4%自报
SWE-bench Multilingual67.2%自报

Embodied

EmbSpatialBench0.84 / 100自报

Finance

MMLU-Pro85.2%自报

General

MMLU-Redux93.3%自报
C-Eval90.0%自报
MMMU81.7%自报
LiveCodeBench v680.4%自报
MMMU-Pro75.3%自报
SimpleVQA0.59 / 100自报

Grounding

RefCOCO-avg0.92 / 100自报
RefSpatialBench0.64 / 100自报

Healthcare

VideoMMMU83.7%自报

Long Context

MLVU86.2%自报
LVBench71.4%自报

Math

AIME 202692.7%自报
HMMT 202590.7%自报
HMMT2589.1%自报
MathVista-Mini86.4%自报
HMMT Feb 2683.6%自报
IMO-AnswerBench78.9%自报
Humanity's Last Exam21.4%自报

Multimodal

MMBench-V1.192.8%自报
AI2D92.7%自报
OmniDocBench 1.589.9%自报
VideoMME w sub.86.6%自报
VideoMME w/o sub.82.5%自报
CC-OCR81.9%自报
CharXiv-R78.0%自报
MVBench74.6%自报
ZEROBench-Sub0.34 / 100自报

Reasoning

Hallusion Bench69.8%自报

Spatial Reasoning

RealWorldQA85.3%自报

Vision

ODinW50.8%自报

AA 评测指数

Coding Index
41.9
Intelligence Index
31.6
Tau2
1.0
Gpqa
0.8
Ifbench
0.6
Lcr
0.6
Terminalbench V2 1
0.4
Scicode
0.4
Terminalbench Hard
0.3
Hle
0.2
Tau Banking
0.1

LLM Stats 分类评分

Legal
100
Finance
100
General
100
Agents
76
Reasoning
35
Language
90
Structured Output
90
Biology
90
Long Context
80
Math
80
Multimodal
80
Physics
80
Spatial Reasoning
80
Embodied
80
Grounding
80
Healthcare
80
Chemistry
80
Text-to-image
80
Video
80
Frontend Development
70
Vision
70
Image To Text
60
Search
60
Code
60
Economics
60
Tool Calling
50
Coding
40

定价

输入价格$0.248 / 1M tokens
输出价格$1.485 / 1M tokens
混合价格(3:1)$0.557 / 1M tokens

速度

Tokens/秒182.4
首Token延迟1.34s
首回答延迟30.93s

供应商价格排行

供应商价格排行

12 个供应商

最便宜: NanoGPT最贵: LLMTR
供应商输入输出
1NanoGPT最便宜
$0.112
$0.8
2OpenRouter
$0.14
$1
3Hugging Face
$0.15
$0.95
4Deep Infra
$0.15
$0.95
5Wafer
$0.15
$1
6Kilo Gateway
$0.1612
$0.96525
7NEAR AI Cloud
$0.17
$1.1
8SiliconFlow (China)
$0.23
$1.86
9Alibaba主要
$0.248
$1.485
10OrcaRouter
$0.248
$1.485
11Neuralwatt
$0.29
$1.15
12LLMTR
$5
$10

比较该模型在不同 API 供应商之间的定价。

外部链接