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Qwen3.6 Plus

AlibabaQwenProprietary

描述

Qwen3.6 Plus is Alibaba's next-generation flagship model featuring a 1 million token native context window, up to 65,536 output tokens, and always-on chain-of-thought reasoning. It uses a next-generation hybrid architecture optimized for efficiency and scalability. It leads on Terminal-Bench 2.0 agentic coding (61.6), surpassing Claude 4.5 Opus, and achieves strong results on document understanding (OmniDocBench 91.2) and multimodal reasoning (MMMU 86.0). Compared to Qwen 3.5, it is significantly more decisive in reasoning, using fewer tokens on straightforward tasks with better agent stability.

發布日期
2026-04-02
參數規模
上下文長度
1.0M
支援模態
image, text, video

能力雷達圖

45
general
43
coding
88
reasoning
59
science估算
60
agents
90
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

領域#排名分數來源
智能体与工具44
58.0
LS
代码能力榜31
78.0
AA
通用能力榜15
88.0
AA
多模态榜14
87.0
LS
推理能力28
82.0
LS
科学能力47
73.0
AA

基準測試分數 (LLM Stats)

Agents

WideSearch74.3%自報
MCP Atlas74.1%自報
TAU3-Bench70.7%自報
OSWorld-Verified62.5%自報
TIR-Bench61.6%自報
Terminal-Bench 2.061.6%自報
Claw-Eval58.7%自報
SWE-Bench Pro56.6%自報
MCP-Mark48.2%自報
SkillsBench45.7%自報
VITA-Bench44.3%自報
DeepPlanning41.5%自報
Toolathlon39.8%自報
NL2Repo37.9%自報

Biology

GPQA90.4%自報

Chemistry

SuperGPQA71.6%自報

Code

SWE-Bench Verified78.8%自報
SWE-bench Multilingual73.8%自報

Finance

MMLU-Pro88.5%自報
MMLU-ProX84.7%自報

General

MMLU-Redux94.5%自報
IFEval94.3%自報
C-Eval93.3%自報
Global PIQA89.8%自報
MMMLU89.5%自報
MAXIFE88.2%自報
LiveCodeBench v687.1%自報
MMMU86.0%自報
Include85.1%自報
MMStar83.3%自報
MMMU-Pro78.8%自報
IFBench74.2%自報
SimpleVQA0.67 / 100自報
LongBench v262.0%自報
NOVA-6357.9%自報

Grounding

RefCOCO-avg0.94 / 100自報
ScreenSpot Pro68.2%自報

Healthcare

VideoMMMU84.0%自報

Language

WMT24++84.3%自報

Long Context

MLVU86.7%自報
AA-LCR68.3%自報
MMLongBench-Doc0.62 / 100自報

Math

HMMT 202596.7%自報
AIME 202695.3%自報
HMMT2594.6%自報
We-Math89.0%自報
DynaMath88.0%自報
MathVision88.0%自報
HMMT Feb 2687.8%自報
IMO-AnswerBench83.8%自報
PolyMATH77.4%自報
Humanity's Last Exam28.8%自報

Multimodal

V*96.9%自報
AI2D94.4%自報
OmniDocBench 1.591.2%自報
Video-MME84.2%自報
CC-OCR83.4%自報
CharXiv-R81.5%自報

Reasoning

CountBench0.98 / 100自報
ERQA65.7%自報

Spatial Reasoning

RealWorldQA85.4%自報

Vision

ODinW51.8%自報

AA 評測指數

Intelligence Index
50.0
Coding Index
42.9
Tau2
1.0
Gpqa
0.9
Ifbench
0.8
Lcr
0.7
Terminalbench Hard
0.4
Scicode
0.4
Hle
0.3

LLM Stats 分類評分

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

定價

輸入價格$0.5 / 1M tokens
輸出價格$3 / 1M tokens
混合價格(3:1)$1.125 / 1M tokens

速度

Tokens/秒52.7 tokens/s
首Token延遲1.69s
首回答延遲107.01s

可用提供商

(LS 內部計價單位)
提供商輸入價格輸出價格
Together500K3.0M

外部連結