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Qwen3.6 35B A3B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Uso Comercial

Descripción

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.

Fecha de lanzamiento
2026-04-16
Parámetros
35.0B
Longitud del contexto
262K
Modalidades
audio, image, text, video

Radar de capacidades

29
general
41
coding
84
reasoning
54
scienceest.
50
agents
80
multimodal

Science usa un proxy de razonamiento cuando los benchmarks científicos dedicados no están disponibles.

Rankings

Dominio#PosiciónPuntuaciónFuente
Capacidad agéntica97
45.0
LS
Ranking de codificación120
62.0
AA
Ranking general87
68.0
AA
Ranking multimodal35
79.0
LS
Razonamiento47
70.0
LS
Ciencia104
61.0
AA

Puntuaciones de benchmarks (LLM Stats)

Agents

GDPval-AA1056.00 / 3000Aut.
TAU3-Bench67.2%Aut.
MCP Atlas62.8%Aut.
WideSearch60.1%Aut.
ZClawBench52.6%Aut.
Terminal-Bench 2.051.5%Aut.
Claw-Eval50.0%Aut.
SWE-Bench Pro49.5%Aut.
MCP-Mark37.0%Aut.
VITA-Bench35.6%Aut.
NL2Repo29.4%Aut.
SkillsBench28.7%Aut.
Toolathlon26.9%Aut.
DeepPlanning25.9%Aut.

Biology

GPQA86.0%Aut.

Chemistry

SuperGPQA64.7%Aut.

Code

SWE-Bench Verified73.4%Aut.
SWE-bench Multilingual67.2%Aut.

Embodied

EmbSpatialBench0.84 / 100Aut.

Finance

MMLU-Pro85.2%Aut.

General

MMLU-Redux93.3%Aut.
C-Eval90.0%Aut.
MMMU81.7%Aut.
LiveCodeBench v680.4%Aut.
MMMU-Pro75.3%Aut.
SimpleVQA0.59 / 100Aut.

Grounding

RefCOCO-avg0.92 / 100Aut.
RefSpatialBench0.64 / 100Aut.

Healthcare

VideoMMMU83.7%Aut.

Long Context

MLVU86.2%Aut.
LVBench71.4%Aut.

Math

AIME 202692.7%Aut.
HMMT 202590.7%Aut.
HMMT2589.1%Aut.
MathVista-Mini86.4%Aut.
HMMT Feb 2683.6%Aut.
IMO-AnswerBench78.9%Aut.
Humanity's Last Exam21.4%Aut.

Multimodal

MMBench-V1.192.8%Aut.
AI2D92.7%Aut.
OmniDocBench 1.589.9%Aut.
VideoMME w sub.86.6%Aut.
VideoMME w/o sub.82.5%Aut.
CC-OCR81.9%Aut.
CharXiv-R78.0%Aut.
MVBench74.6%Aut.
ZEROBench-Sub0.34 / 100Aut.

Reasoning

Hallusion Bench69.8%Aut.

Spatial Reasoning

RealWorldQA85.3%Aut.

Vision

ODinW50.8%Aut.

Índices de evaluación AA

Coding Index
41.9
Intelligence Index
31.6
Tau2
1.0
Gpqa
0.8
Ifbench
0.6
Lcr
0.6
Terminalbench V2 1
0.4
Scicode
0.4
Terminalbench Hard
0.3
Hle
0.2
Tau Banking
0.1

Puntuaciones por categoría LLM Stats

Legal
100
Finance
100
General
100
Agents
76
Reasoning
35
Language
90
Structured Output
90
Biology
90
Long Context
80
Math
80
Multimodal
80
Physics
80
Spatial Reasoning
80
Embodied
80
Grounding
80
Healthcare
80
Chemistry
80
Text-to-image
80
Video
80
Frontend Development
70
Vision
70
Image To Text
60
Search
60
Code
60
Economics
60
Tool Calling
50
Coding
40

Precios

Precio de entrada$0.248 / 1M tokens
Precio de salida$1.485 / 1M tokens
Precio mixto (3:1)$0.557 / 1M tokens

Velocidad

Tokens/seg182.4
Retraso del primer token1.34s
Tiempo hasta la respuesta30.93s

Ranking de Precios por Proveedor

Ranking de Precios por Proveedor

12 proveedores

Más barato: NanoGPTMás caro: LLMTR
ProveedorEntradaSalida
1NanoGPTMás barato
$0.112
$0.8
2OpenRouter
$0.14
$1
3Hugging Face
$0.15
$0.95
4Deep Infra
$0.15
$0.95
5Wafer
$0.15
$1
6Kilo Gateway
$0.1612
$0.96525
7NEAR AI Cloud
$0.17
$1.1
8SiliconFlow (China)
$0.23
$1.86
9AlibabaPRINCIPAL
$0.248
$1.485
10OrcaRouter
$0.248
$1.485
11Neuralwatt
$0.29
$1.15
12LLMTR
$5
$10

Comparar precios entre diferentes proveedores de API para este modelo.

Fuentes externas