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
5
general
1
coding
24
reasoning
18
science
20
agents
10
multimodal
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Agentic Capability | 108 | 27.0 | LS |
| Code Ranking | 632 | 3.0 | AA |
| General Ranking | 564 | 22.0 | AA |
| Science | 645 | 12.0 | AA |
Benchmark Scores (LLM Stats)
(LLM Stats (zeroeval))Agents
t2-bench
11.6%SR
Chat
IFEvalGoogle Research (2023)
44.0%SR
Multi-Challenge
18.9%SR
General
C-Eval
50.5%SR
NOVA-63
42.4%SR
Include
40.6%SR
MAXIFE
39.2%SR
Instruction Following
IFBench
21.0%SR
Language
MMLU-Redux
59.5%SR
MMMLU
44.3%SR
MMLU-Pro
42.3%SR
MMLU-ProX
34.6%SR
WMT24++
27.2%SR
Long Context
LongBench v2
26.1%SR
Math
PolyMATH
8.2%SR
Reasoning
Global PIQA
59.4%SR
SuperGPQA
21.3%SR
GPQANYU + Cohere + Anthropic (2023)
11.9%SR
AA-LCR
4.7%SR
Tool Calling
BFCL-V4
25.3%SR
AA Evaluation Indices
(Artificial Analysis)Tau2(Sierra + U Toronto + Vector Institute (2025))65.2
Gpqa(NYU + Cohere + Anthropic (2023))23.6
Ifbench(Google Research (2023))21.6
Lcr(Artificial Analysis)8.0
Intelligence Index(Artificial Analysis)5.4
Hle(Center for AI Safety + Scale AI (2025))5.1
Coding Index(Artificial Analysis)1.2
Terminalbench V2 10.4
Terminalbench Hard(Stanford × Laude Institute (2026))0.0
LLM Stats Category Scores
(LLM Stats (zeroeval))Language40
Math40
Structured Output40
Chat30
Instruction Following30
Legal30
Physics30
Reasoning30
Finance30
General30
Healthcare30
Long Context20
Agents20
Chemistry20
Communication20
Economics20
Tool Calling20
Multimodal10
Spatial Reasoning10
Biology10
Vision10
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