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Qwen3.6 35B A3B (Reasoning)

AlibabaQwen開源權重Apache 2.0 · 商用許可

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.

發布日期
2026-04-16
參數規模
35.0B
上下文長度
262K
支援模態
audio, image, text, video

能力雷達圖

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

排行榜排名

領域#排名分數來源
智慧體能力模型榜148
22.0
LS
程式碼能力榜170
60.0
AA
通用能力榜121
67.0
AA
多模態榜19
62.0
LS
科學能力152
62.0
AA

基準測試分數 (LLM Stats)

(LLM Stats (zeroeval))

Agents

TAU3-Bench67.2%自報
MCP Atlas62.8%自報
WideSearch60.1%自報
ZClawBench52.6%自報
Terminal-Bench 2.0Stanford × Laude Institute (2026)51.5%自報
Claw-Eval50.0%自報
SWE-Bench ProPrinceton NLP (2024)49.5%自報
MCP-Mark37.0%自報
VITA-Bench35.6%自報
NL2Repo29.4%自報
SkillsBench28.7%自報
Toolathlon26.9%自報
DeepPlanning25.9%自報

Biology

GPQANYU + Cohere + Anthropic (2023)86.0%自報

Chemistry

SuperGPQA64.7%自報

Code

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

Embodied

EmbSpatialBench0.84 / 100自報

Finance

MMLU-Pro85.2%自報

General

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

Grounding

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

Healthcare

VideoMMMU83.7%自報

Long Context

MLVU86.2%自報
LVBench71.4%自報

Math

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

Multimodal

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

Reasoning

Hallusion Bench69.8%自報

Spatial Reasoning

RealWorldQA85.3%自報

Vision

ODinW50.8%自報

AA 評測指數

(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 分類評分

(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

定價

輸入價格$0.375 / 1M tokens
輸出價格$2.25 / 1M tokens
混合價格(3:1)$0.844 / 1M tokens

速度

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

供應商價格排行

供應商價格排行

8 個供應商

最便宜: EmpirioLabs AI最貴: GreenPT
供應商輸入輸出
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

比較該模型在不同 API 供應商之間的定價。

外部連結