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Qwen3.5 122B A10B (Non-reasoning)

AlibabaQwen开源权重Apache 2.0 · 商用许可

描述

Qwen3.5-122B-A10B is a multimodal Mixture-of-Experts model with 122 billion total parameters and 10 billion activated parameters. It combines strong reasoning, coding, long-context, and visual understanding performance with production-friendly efficiency and a native 262K context window.

发布日期
2026-02-24
参数规模
122.0B
上下文长度
262K
支持模态
audio, image, text, video

能力雷达图

25
general
36
coding
83
reasoning
53
science估算
60
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
代码能力榜124
61.0
AA
通用能力榜140
58.0
AA
科学能力125
57.0
AA

基准测试分数 (LLM Stats)

3d

SUNRGBD0.36 / 100自报
Hypersim0.13 / 100自报

Agents

GDPval-AA985.00 / 3000自报
t2-bench79.5%自报
BFCL-V472.2%自报
AndroidWorld_SR66.4%自报
BrowseComp63.8%自报
FullStackBench en62.6%自报
WideSearch60.5%自报
FullStackBench zh58.7%自报
OSWorld-Verified58.0%自报
TIR-Bench53.2%自报
Terminal-Bench 2.049.4%自报
VITA-Bench33.6%自报
DeepPlanning24.1%自报

Biology

GPQA86.6%自报

Chemistry

SuperGPQA67.1%自报

Code

SWE-Bench Verified72.0%自报

Communication

Multi-Challenge61.5%自报

Embodied

EmbSpatialBench0.84 / 100自报

Finance

MMLU-Pro86.7%自报
MMLU-ProX82.2%自报

General

MMLU-Redux94.0%自报
IFEval93.4%自报
C-Eval91.9%自报
Global PIQA88.4%自报
MAXIFE87.9%自报
MMMLU86.7%自报
MMMU83.9%自报
MMStar82.9%自报
Include82.8%自报
LiveCodeBench v678.9%自报
MMMU-Pro76.9%自报
IFBench76.1%自报
SimpleVQA0.62 / 100自报
LongBench v260.2%自报
NOVA-6358.6%自报

Grounding

RefCOCO-avg0.91 / 100自报
ScreenSpot Pro70.4%自报
RefSpatialBench0.69 / 100自报

Healthcare

VideoMMMU82.0%自报
SlakeVQA81.6%自报
MedXpertQA67.3%自报
PMC-VQA63.3%自报

Image To Text

OCRBench92.1%自报

Language

LingoQA80.8%自报
WMT24++78.3%自报

Long Context

MLVU87.3%自报
LVBench74.4%自报
AA-LCR66.9%自报
MMLongBench-Doc0.59 / 100自报

Math

HMMT 202591.4%自报
HMMT2590.3%自报
MathVista-Mini87.4%自报
MathVision86.2%自报
DynaMath85.9%自报
CodeForces0.85 / 3000自报
PolyMATH68.9%自报
Humanity's Last Exam47.5%自报

Multimodal

VLMsAreBlind96.7%自报
AI2D93.3%自报
V*93.2%自报
MMBench-V1.192.8%自报
OmniDocBench 1.589.8%自报
VideoMME w sub.87.3%自报
VideoMME w/o sub.83.9%自报
CC-OCR81.8%自报
CharXiv-R77.2%自报
MVBench76.6%自报
MMVU74.7%自报
BabyVision40.2%自报
ZEROBench-Sub0.36 / 100自报
Nuscene15.4%自报
ZEROBench0.09 / 100自报

Reasoning

CountBench0.97 / 100自报
BrowseComp-zh69.9%自报
Hallusion Bench67.6%自报
ERQA62.0%自报
Seal-044.1%自报
OJBench39.5%自报

Spatial Reasoning

RealWorldQA85.1%自报

Vision

ODinW44.5%自报

AA 评测指数

Intelligence Index
28.1
Tau2
0.8
Gpqa
0.8
Lcr
0.6
Ifbench
0.5
Scicode
0.4
Terminalbench Hard
0.3
Hle
0.1

LLM Stats 分类评分

Legal
100
Finance
100
Agents
76
General
46
Reasoning
19
Biology
90
Image To Text
80
Instruction Following
80
Language
80
Math
80
Physics
80
Structured Output
80
Embodied
80
Grounding
80
Healthcare
80
Chemistry
80
Text-to-image
80
Video
80
Long Context
70
Multimodal
70
Spatial Reasoning
70
Frontend Development
70
Economics
70
Vision
70
Search
60
Code
60
Communication
60
Tool Calling
60
Spatial
20
3d
20

定价

输入价格$0.4 / 1M tokens
输出价格$3.2 / 1M tokens
混合价格(3:1)$1.1 / 1M tokens

速度

Tokens/秒174.3
首Token延迟1.09s
首回答延迟1.09s

供应商价格排行

供应商价格排行

12 个供应商

最便宜: Novita最贵: Regolo AI
供应商输入输出
1Novita最便宜
$0
$0
2OrcaRouter
$0.115
$0.917
3OpenRouter
$0.26
$2.08
4Kilo Gateway
$0.26
$2.08
5SiliconFlow (China)
$0.29
$2.32
6NanoGPT
$0.36
$2.88
7Alibaba主要
$0.4
$3.2
8Hugging Face
$0.4
$3.2
9NovitaAI
$0.4
$3.2
10Mixlayer
$0.4
$3.2
11NEAR AI Cloud
$0.4
$3.2
12Regolo AI
$0.9
$3.6

比较该模型在不同 API 供应商之间的定价。

外部链接