Qwen3.6 35B A3B (Reasoning)
AlibabaQwenOpen WeightApache 2.0 · Commercial OK
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
image, text, video
能力雷達圖
39
general
35
coding
84
reasoning
54
science估算
50
agents
80
multimodal
Science 在缺少專門科學評測時使用推理能力代理估算。
排行榜排名
基準測試分數 (LLM Stats)
Agents
TAU3-Bench
67.2%自報
MCP Atlas
62.8%自報
WideSearch
60.1%自報
ZClawBench
52.6%自報
Terminal-Bench 2.0
51.5%自報
Claw-Eval
50.0%自報
SWE-Bench Pro
49.5%自報
MCP-Mark
37.0%自報
VITA-Bench
35.6%自報
NL2Repo
29.4%自報
SkillsBench
28.7%自報
Toolathlon
26.9%自報
DeepPlanning
25.9%自報
Biology
GPQA
86.0%自報
Chemistry
SuperGPQA
64.7%自報
Code
SWE-Bench Verified
73.4%自報
SWE-bench Multilingual
67.2%自報
Embodied
EmbSpatialBench
0.84 / 100自報
Finance
MMLU-Pro
85.2%自報
General
MMLU-Redux
93.3%自報
C-Eval
90.0%自報
MMMU
81.7%自報
LiveCodeBench v6
80.4%自報
MMMU-Pro
75.3%自報
SimpleVQA
0.59 / 100自報
Grounding
RefCOCO-avg
0.92 / 100自報
RefSpatialBench
0.64 / 100自報
Healthcare
VideoMMMU
83.7%自報
Long Context
MLVU
86.2%自報
LVBench
71.4%自報
Math
AIME 2026
92.7%自報
HMMT 2025
90.7%自報
HMMT25
89.1%自報
MathVista-Mini
86.4%自報
HMMT Feb 26
83.6%自報
IMO-AnswerBench
78.9%自報
Humanity's Last Exam
21.4%自報
Multimodal
MMBench-V1.1
92.8%自報
AI2D
92.7%自報
OmniDocBench 1.5
89.9%自報
VideoMME w sub.
86.6%自報
VideoMME w/o sub.
82.5%自報
CC-OCR
81.9%自報
CharXiv-R
78.0%自報
MVBench
74.6%自報
ZEROBench-Sub
0.34 / 100自報
Reasoning
Hallusion Bench
69.8%自報
Spatial Reasoning
RealWorldQA
85.3%自報
Vision
ODinW
50.8%自報
AA 評測指數
Intelligence Index43.5
Coding Index35.1
Tau21.0
Gpqa0.8
Ifbench0.6
Lcr0.6
Scicode0.4
Terminalbench Hard0.3
Hle0.2
LLM Stats 分類評分
Structured Output90
Biology90
Language90
Spatial Reasoning80
Text-to-image80
Video80
Chemistry80
Embodied80
General80
Grounding80
Healthcare80
Long Context80
Math80
Multimodal80
Physics80
Vision70
Finance70
Frontend Development70
Legal70
Reasoning70
Code60
Economics60
Image To Text60
Search60
Tool Calling50
Agents40
Coding40
定價
輸入價格$0.248 / 1M tokens
輸出價格$1.485 / 1M tokens
混合價格(3:1)$0.557 / 1M tokens
速度
Tokens/秒200.3 tokens/s
首Token延遲1.39s
首回答延遲11.37s
可用提供商
(LS 內部計價單位)暫無提供商資料