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Qwen3.6 35B A3B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Описание

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.

Дата выхода
2026-04-16
Параметры
35.0B
Длина контекста
262K
Модальности
image, text, video

Радар способностей

39
general
35
coding
84
reasoning
54
scienceоцен.
50
agents
80
multimodal

Science использует прокси на основе рассуждений, когда специализированные научные бенчмарки недоступны.

Рейтинги

Домен#МестоОценкаИсточник
Agents & Tools77
47.0
LS
Code Ranking81
65.0
AA
General Ranking52
78.0
AA
Multimodal Ranking34
79.0
LS
Reasoning44
70.0
LS
Science84
64.0
AA

Оценки бенчмарков (LLM Stats)

Agents

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

Biology

GPQA86.0%Сам.

Chemistry

SuperGPQA64.7%Сам.

Code

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

Embodied

EmbSpatialBench0.84 / 100Сам.

Finance

MMLU-Pro85.2%Сам.

General

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

Grounding

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

Healthcare

VideoMMMU83.7%Сам.

Long Context

MLVU86.2%Сам.
LVBench71.4%Сам.

Math

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

Multimodal

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

Reasoning

Hallusion Bench69.8%Сам.

Spatial Reasoning

RealWorldQA85.3%Сам.

Vision

ODinW50.8%Сам.

Индексы оценки AA

Intelligence Index
43.5
Coding Index
35.1
Tau2
1.0
Gpqa
0.8
Ifbench
0.6
Lcr
0.6
Scicode
0.4
Terminalbench Hard
0.3
Hle
0.2

Оценки категорий LLM Stats

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

Цены

Цена ввода$0.248 / 1M tokens
Цена вывода$1.485 / 1M tokens
Смешанная цена (3:1)$0.557 / 1M tokens

Скорость

Токенов/сек200.3 tokens/s
Задержка первого токена1.39s
Время до первого ответа11.37s

Доступные провайдеры

(Внутренние единицы LS)

Нет данных провайдеров

Внешние ссылки