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Qwen3.6 35B A3B (Reasoning)

AlibabaQwenओपन वेटApache 2.0 · व्यावसायिक उपयोग

विवरण

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.

रिलीज़ तिथि
2026-04-16
पैरामीटर
35.0B
संदर्भ लंबाई
262K
मोडैलिटीज़
audio, image, text, video

क्षमता रडार

29
general
41
coding
84
reasoning
54
scienceअनुमानित
50
agents
80
multimodal

समर्पित विज्ञान बेंचमार्क उपलब्ध न होने पर Science तर्क प्रॉक्सी का उपयोग करके अनुमान लगाता है।

रैंकिंग

बेंचमार्क स्कोर (LLM Stats)

Agents

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

Biology

GPQA86.0%स्वयं

Chemistry

SuperGPQA64.7%स्वयं

Code

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

Embodied

EmbSpatialBench0.84 / 100स्वयं

Finance

MMLU-Pro85.2%स्वयं

General

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

Grounding

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

Healthcare

VideoMMMU83.7%स्वयं

Long Context

MLVU86.2%स्वयं
LVBench71.4%स्वयं

Math

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

Multimodal

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

Reasoning

Hallusion Bench69.8%स्वयं

Spatial Reasoning

RealWorldQA85.3%स्वयं

Vision

ODinW50.8%स्वयं

AA मूल्यांकन सूचकांक

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

LLM Stats श्रेणी स्कोर

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

मूल्य निर्धारण

इनपुट मूल्य$0.248 / 1M टोकन
आउटपुट मूल्य$1.485 / 1M टोकन
मिश्रित मूल्य (3:1)$0.557 / 1M टोकन

गति

टोकन/सेकंड182.4
पहले टोकन में देरी1.34s
पहले उत्तर में देरी30.93s

प्रदाता मूल्य रैंकिंग

प्रदाता मूल्य रैंकिंग

12 प्रदाता

सबसे सस्ता: NanoGPTसबसे महंगा: LLMTR
प्रदाताइनपुटआउटपुट
1NanoGPTसबसे सस्ता
$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
9Alibabaप्राथमिक
$0.248
$1.485
10OrcaRouter
$0.248
$1.485
11Neuralwatt
$0.29
$1.15
12LLMTR
$5
$10

इस मॉडल के लिए विभिन्न API प्रदाताओं के मूल्य निर्धारण की तुलना करें।

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