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Qwen3.5 35B A3B (Non-reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Description

Qwen3.5-35B-A3B is a multimodal Mixture-of-Experts model with 35 billion total parameters and 3 billion activated parameters. It combines strong reasoning, coding, agentic, and visual understanding performance with production-friendly efficiency and a native 262K context window.

Release Date
2026-02-24
Parameters
35.0B
Context Length
262K
Modalities
image, text, video

Capability Radar

27
general
19
coding
82
reasoning
50
scienceest.
60
agents
80
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Agents & Tools53
56.0
LS
Code Ranking227
37.0
AA
General Ranking157
57.0
AA
Multimodal Ranking62
69.0
LS
Reasoning52
68.0
LS
Science144
54.0
AA

Benchmark Scores (LLM Stats)

3d

SUNRGBD0.33 / 100SR
Hypersim0.13 / 100SR

Agents

t2-bench81.2%SR
AndroidWorld_SR71.1%SR
BFCL-V467.3%SR
BrowseComp61.0%SR
FullStackBench en58.1%SR
WideSearch57.1%SR
TIR-Bench55.5%SR
FullStackBench zh55.0%SR
OSWorld-Verified54.5%SR
Terminal-Bench 2.040.5%SR
VITA-Bench31.9%SR
DeepPlanning22.8%SR

Biology

GPQA84.2%SR

Chemistry

SuperGPQA63.4%SR

Code

SWE-Bench Verified69.2%SR

Communication

Multi-Challenge60.0%SR

Embodied

EmbSpatialBench0.83 / 100SR

Finance

MMLU-Pro85.3%SR
MMLU-ProX81.0%SR

General

MMLU-Redux93.3%SR
IFEval91.9%SR
C-Eval90.2%SR
MAXIFE86.6%SR
Global PIQA86.6%SR
MMMLU85.2%SR
MMStar81.9%SR
MMMU81.4%SR
Include79.7%SR
MMMU-Pro75.1%SR
LiveCodeBench v674.6%SR
IFBench70.2%SR
LongBench v259.0%SR
SimpleVQA0.58 / 100SR
NOVA-6357.1%SR

Grounding

RefCOCO-avg0.89 / 100SR
ScreenSpot Pro68.6%SR
RefSpatialBench0.64 / 100SR

Healthcare

VideoMMMU80.4%SR
SlakeVQA78.7%SR
PMC-VQA62.0%SR
MedXpertQA61.4%SR

Image To Text

OCRBench91.0%SR

Language

LingoQA79.2%SR
WMT24++76.3%SR

Long Context

MLVU85.6%SR
LVBench71.4%SR
MMLongBench-Doc0.59 / 100SR
AA-LCR58.5%SR

Math

HMMT2589.2%SR
HMMT 202589.0%SR
MathVista-Mini86.2%SR
DynaMath85.0%SR
MathVision83.9%SR
CodeForces0.82 / 3000SR
PolyMATH64.4%SR
Humanity's Last Exam47.4%SR

Multimodal

VLMsAreBlind97.0%SR
V*92.7%SR
AI2D92.6%SR
MMBench-V1.191.5%SR
OmniDocBench 1.589.3%SR
VideoMME w sub.86.6%SR
VideoMME w/o sub.82.5%SR
CC-OCR80.7%SR
CharXiv-R77.5%SR
MVBench74.8%SR
MMVU72.3%SR
BabyVision38.4%SR
ZEROBench-Sub0.34 / 100SR
Nuscene14.6%SR
ZEROBench0.08 / 100SR

Reasoning

CountBench0.98 / 100SR
BrowseComp-zh69.5%SR
Hallusion Bench67.9%SR
ERQA64.8%SR
Seal-041.4%SR
OJBench36.0%SR

Spatial Reasoning

RealWorldQA84.1%SR

Vision

ODinW42.6%SR

AA Evaluation Indices

Intelligence Index
30.7
Coding Index
16.8
Tau2
0.9
Gpqa
0.8
Lcr
0.6
Ifbench
0.4
Scicode
0.3
Hle
0.1
Terminalbench Hard
0.1

LLM Stats Category Scores

Structured Output
80
Text-to-image
80
Video
80
Biology
80
Embodied
80
Finance
80
General
80
Image To Text
80
Instruction Following
80
Language
80
Legal
80
Math
80
Physics
80
Spatial Reasoning
70
Vision
70
Chemistry
70
Frontend Development
70
Grounding
70
Healthcare
70
Long Context
70
Multimodal
70
Reasoning
70
Tool Calling
60
Code
60
Communication
60
Economics
60
Search
60
Agents
50
3d
20
Spatial
10

Pricing

Input Price$0.25 / 1M tokens
Output Price$2 / 1M tokens
Blended Price (3:1)$0.688 / 1M tokens

Speed

Tokens/sec138.7 tokens/s
Time to First Token1.15s
Time to Answer1.15s

Available Providers

(LS internal units)
ProviderInput PriceOutput Price
Novita250K2.0M

External Sources