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Qwen3.5 0.8B (Non-reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Description

Qwen3.5-0.8B is a 0.8 billion parameter vision-language model using Gated DeltaNet hybrid architecture with a 3:1 ratio of linear attention to full softmax attention. It supports 262K native context length and features both thinking and non-thinking modes.

Release Date
2026-03-02
Parameters
800M
Context Length
—
Modalities
—

Capability Radar

3
general
1
coding
24
reasoning
13
science
20
agents
10
multimodal

Rankings

Domain#RankScoreSource
Agentic Capability144
27.0
LS
Code Ranking539
4.0
AA
General Ranking505
21.0
AA
Science567
9.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Agents

BFCL-V425.3%SR
t2-bench11.6%SR

Biology

GPQANYU + Cohere + Anthropic (2023)11.9%SR

Chemistry

SuperGPQA21.3%SR

Communication

Multi-Challenge18.9%SR

Finance

MMLU-Pro42.3%SR
MMLU-ProX34.6%SR

General

MMLU-Redux59.5%SR
Global PIQA59.4%SR
C-Eval50.5%SR
MMMLU44.3%SR
IFEvalGoogle Research (2023)44.0%SR
NOVA-6342.4%SR
Include40.6%SR
MAXIFE39.2%SR
LongBench v226.1%SR
IFBench21.0%SR

Language

WMT24++27.2%SR

Long Context

AA-LCR4.7%SR

Math

PolyMATH8.2%SR

AA Evaluation Indices

(Artificial Analysis)
Intelligence Index(Artificial Analysis)
2.9
Coding Index(Artificial Analysis)
1.2
Tau2(Sierra + U Toronto + Vector Institute (2025))
0.7
Gpqa(NYU + Cohere + Anthropic (2023))
0.2
Ifbench(Google Research (2023))
0.2
Lcr(Artificial Analysis)
0.1
Hle(Center for AI Safety + Scale AI (2025))
0.1
Scicode(UIUC + Argonne National Lab (2024))
0.0
Terminalbench V2 1
0.0
Terminalbench Hard(Stanford × Laude Institute (2026))
0.0

LLM Stats Category Scores

(LLM Stats (zeroeval))
Math
40
Structured Output
40
Language
40
Legal
30
Physics
30
Reasoning
30
Instruction Following
30
Finance
30
General
30
Healthcare
30
Long Context
20
Agents
20
Chemistry
20
Communication
20
Economics
20
Tool Calling
20
Multimodal
10
Spatial Reasoning
10
Biology
10
Vision
10

Pricing

Input PriceFree
Output PriceFree
Blended Price (3:1)Free

Speed

Tokens/sec0.0
Time to First Token0.00s
Time to Answer0.00s

Provider Price Ranking

No provider data available

External Sources

LLM StatsArtificial Analysis