Model
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Qwen3.5-397B-A17B

OPEN
Alibaba · Qwen3.5 family · released Feb 16, 2026

Open-weight flagship of the Qwen3.5 generation; native vision-language model (not a bolt-on VL variant) built on Qwen3-Next-style hybrid linear-attention/MoE architecture. Native 262,144-token context, extensible to ~1.01M via YaRN. First confirmed model of the flagged 'missing generation'.

ReasoningCodingVisionFunction callingTool useAgentic
2182.0
Elo · rank #47
Parameters
397B
Active params
17B (MoE)
Context
256K tokens
Architecture
Hybrid-attention MoE (Qwen3-Next lineage): 60 layers, 15x(3x(Gated DeltaNet -> MoE) -> 1x(Gated Attention -> MoE)); 512 experts, 10 routed + 1 shared activated per token; hidden dim 4096; natively multimodal ("Causal Language Model with Vision Encoder" per HF card, not text-only)
License
Apache 2.0
Languages
201+
API price (in/out)
No hosted API
Modalities
text · vision · video
Benchmark results
Bar shows position within the tracked field; marker = field best
AI2DVision93.9%#11
best: Molmo 72B · 96.3%
AIMEMath91.3%#42
best: GPT-5.2 · 100.0%
Arena EloHuman preference1442#11
best: Claude Fable 5 · 1505
C-EvalKnowledge93.0%#2
best: Qwen3.6-Plus · 93.3%
CharXivVision80.8%#9
best: Muse Spark 1.1 (xhigh) · 88.4%
GDPval-AAAgents960#32
best: Claude Fable 5 · 1932
GPQA DiamondReasoning88.4%#34
best: GPT-5.6 · 94.6%
Humanity's Last ExamReasoning28.7%#48
best: Claude Sonnet 5 · 57.4%
IFBenchReasoning76.5%#10
best: MiniMax M3 · 83.0%
IFEvalReasoning92.6%#8
best: Gemma 4 26B A4B · 98.5%
LiveCodeBenchCoding83.6%#32
best: DeepSeek-V4-Pro (Think Max) · 93.5%
MathVisionVision88.6%#3
best: Seed 2.1 Pro · 92.6%
MathVistaVision90.3%#2
best: Seed 2.1 Pro · 90.7%
MMBench (English)Vision93.7%#1
best: this model · 93.7%
MMLU-ProKnowledge87.8%#8
best: Claude Fable 5 · 91.5%
MMLU-ReduxKnowledge94.9%#2
best: Qwen3.7-Max · 95.0%
MMMLUKnowledge88.5%#12
best: Gemini 3.1 Pro · 92.6%
MMMU-ProVision79.0%#11
best: Claude Opus 4.7 · 85.5%
MMMUVision85.0%#8
best: Claude Fable 5 · 89.3%
OCRBenchVision93#14
best: InternVL3-78B · 906
OSWorld-VerifiedAgents62.2%#19
best: Claude Fable 5 · 85.0%
SuperGPQAReasoning70.4%#5
best: Qwen3.7-Max · 73.6%
SWE-bench VerifiedCoding76.4%#37
best: Claude Fable 5 · 95.0%
Terminal-Bench 2.0Coding52.5%#43
best: GPT-5.6 · 88.8%
API price weights · each benchmark row carries its own source badge (see methodology)