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Qwen3.6 35B A3B (Reasoning)

AlibabaQwenОткрытые весаApache 2.0 · Коммерческое использование

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
audio, image, text, video

Радар способностей

30
general
41
coding
84
reasoning
55
science
50
agents
80
multimodal

Рейтинги

Оценки бенчмарков (LLM Stats)

(LLM Stats (zeroeval))

Agents

TAU3-Bench67.2%Сам.
MCP Atlas62.8%Сам.
WideSearch60.1%Сам.
ZClawBench52.6%Сам.
Terminal-Bench 2.0Stanford × Laude Institute (2026)51.5%Сам.
Claw-Eval50.0%Сам.
SWE-Bench ProPrinceton NLP (2024)49.5%Сам.
MCP-Mark37.0%Сам.
VITA-Bench35.6%Сам.
NL2Repo29.4%Сам.
SkillsBench28.7%Сам.
Toolathlon26.9%Сам.
DeepPlanning25.9%Сам.

Biology

GPQANYU + Cohere + Anthropic (2023)86.0%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

(Artificial Analysis)
Coding Index(Artificial Analysis)
41.9
Intelligence Index(Artificial Analysis)
32.1
Tau2(Sierra + U Toronto + Vector Institute (2025))
1.0
Gpqa(NYU + Cohere + Anthropic (2023))
0.8
Lcr(Artificial Analysis)
0.7
Ifbench(Google Research (2023))
0.6
Terminalbench V2 1
0.4
Scicode(UIUC + Argonne National Lab (2024))
0.4
Terminalbench Hard(Stanford × Laude Institute (2026))
0.3
Hle(Center for AI Safety + Scale AI (2025))
0.2
Tau Banking
0.1

Оценки категорий LLM Stats

(LLM Stats (zeroeval))
Structured Output
90
Language
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
Legal
70
Reasoning
70
Finance
70
Frontend Development
70
General
70
Vision
70
Search
60
Image To Text
60
Economics
60
Code
50
Tool Calling
50
Agents
40

Цены

Цена ввода$0.375 / 1M токенов
Цена вывода$2.25 / 1M токенов
Смешанная цена (3:1)$0.844 / 1M токенов

Скорость

Токенов/сек152.3
Задержка первого токена1.27s
Время до первого ответа36.69s

Рейтинг цен провайдеров

Рейтинг цен провайдеров

8 провайдеров

Самый дешевый: EmpirioLabs AIСамый дорогой: GreenPT
ПровайдерВводВывод
1EmpirioLabs AIСамый дешевый
$0.07
$0.42
2SaladCloud AI Gateway
$0.09
$0.6
3Venice AI
$0.1
$1
4Cortecs
$0.167
$0.557
5Alibaba
$0.248
$1.485
6LLM Gateway
$0.248
$1.485
7Scaleway
$0.25
$1.5
8GreenPT
$0.342
$2.052

Сравнение цен разных API-провайдеров для этой модели.

Внешние ссылки