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Qwen3.5 397B A17B (Reasoning)

AlibabaQwen
发布日期
2026-02-16
参数规模
上下文长度
262K
支持模态
audio, image, text, video

能力雷达图

32
general
47
coding
89
reasoning
60
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83
70.0
AA
通用能力榜45
76.0
AA
科学能力47
71.0
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

Coding Index
48.2
Intelligence Index
33.7
Tau2
1.0
Gpqa
0.9
Ifbench
0.8
Lcr
0.7
Terminalbench V2 1
0.5
Scicode
0.4
Terminalbench Hard
0.4
Hle
0.3
Tau Banking
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$0.6 / 1M tokens
输出价格$3.6 / 1M tokens
混合价格(3:1)$1.35 / 1M tokens

速度

Tokens/秒51.7
首Token延迟1.76s
首回答延迟63.34s

供应商价格排行

供应商价格排行

18 个供应商

最便宜: OrcaRouter最贵: Venice AI
供应商输入输出
1OrcaRouter最便宜
$0.172
$1.032
2SiliconFlow (China)
$0.29
$1.74
3OpenRouter
$0.385
$2.45
4Chutes
$0.39
$2.34
5Kilo Gateway
$0.39
$2.34
6Wafer
$0.43
$2.6
7Deep Infra
$0.45
$3
8Alibaba主要
$0.6
$3.6
9NanoGPT
$0.6
$3.6
10Hugging Face
$0.6
$3.6
11NovitaAI
$0.6
$3.6
12Mixlayer
$0.6
$3.6
13Nebius Token Factory
$0.6
$3.6
14Synthetic
$0.6
$3
15LLM Gateway
$0.6
$3.6
16Together AI
$0.6
$3.6
17Neuralwatt
$0.69
$4.14
18Venice AI
$0.75
$4.5

比较该模型在不同 API 供应商之间的定价。

外部链接