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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

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

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

Рейтинги

Оценки бенчмарков (LLM Stats)

Agents

GDPval-AA1056.00 / 3000Сам.
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

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

Оценки категорий 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

Цены

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

Скорость

Токенов/сек182.4
Задержка первого токена1.34s
Время до первого ответа30.93s

Рейтинг цен провайдеров

Рейтинг цен провайдеров

12 провайдеров

Самый дешевый: NanoGPTСамый дорогой: LLMTR
ПровайдерВводВывод
1NanoGPTСамый дешевый
$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
9AlibabaОсновной
$0.248
$1.485
10OrcaRouter
$0.248
$1.485
11Neuralwatt
$0.29
$1.15
12LLMTR
$5
$10

Сравнение цен разных API-провайдеров для этой модели.

Внешние ссылки