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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

30
general
41
coding
84
reasoning
55
science
50
agents
80
multimodal

排行榜排名

领域#排名分数来源
智能体能力模型榜148
22.0
LS
代码能力榜170
60.0
AA
通用能力榜121
67.0
AA
多模态榜19
62.0
LS
科学能力152
62.0
AA

基准测试分数 (LLM Stats)

(LLM Stats (zeroeval))

Agents

TAU3-Bench67.2%自报
MCP Atlas62.8%自报
WideSearch60.1%自报
ZClawBench52.6%自报
Terminal-Bench 2.0Stanford × Laude Institute (2026)51.5%自报
Claw-Eval50.0%自报
SWE-Bench ProPrinceton NLP (2024)49.5%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

GPQANYU + Cohere + Anthropic (2023)86.0%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

(Artificial Analysis)
Coding Index(Artificial Analysis)
41.9
Intelligence Index(Artificial Analysis)
32.1
Tau2(Sierra + U Toronto + Vector Institute (2025))
1.0
Gpqa(NYU + Cohere + Anthropic (2023))
0.8
Lcr(Artificial Analysis)
0.7
Ifbench(Google Research (2023))
0.6
Terminalbench V2 1
0.4
Scicode(UIUC + Argonne National Lab (2024))
0.4
Terminalbench Hard(Stanford × Laude Institute (2026))
0.3
Hle(Center for AI Safety + Scale AI (2025))
0.2
Tau Banking
0.1

LLM Stats 分类评分

(LLM Stats (zeroeval))
Structured Output
90
Language
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
Legal
70
Reasoning
70
Finance
70
Frontend Development
70
General
70
Vision
70
Search
60
Image To Text
60
Economics
60
Code
50
Tool Calling
50
Agents
40

定价

输入价格$0.375 / 1M tokens
输出价格$2.25 / 1M tokens
混合价格(3:1)$0.844 / 1M tokens

速度

Tokens/秒152.3
首Token延迟1.27s
首回答延迟36.69s

供应商价格排行

供应商价格排行

8 个供应商

最便宜: EmpirioLabs AI最贵: GreenPT
供应商输入输出
1EmpirioLabs AI最便宜
$0.07
$0.42
2SaladCloud AI Gateway
$0.09
$0.6
3Venice AI
$0.1
$1
4Cortecs
$0.167
$0.557
5Alibaba
$0.248
$1.485
6LLM Gateway
$0.248
$1.485
7Scaleway
$0.25
$1.5
8GreenPT
$0.342
$2.052

比较该模型在不同 API 供应商之间的定价。

外部链接