Qwen3.5 4B (Non-reasoning)
AlibabaQwenOpen WeightApache 2.0 · Uso Comercial
Descripción
Qwen3.5-4B is a 4 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 delivers strong performance for its size across knowledge, reasoning, coding, and multilingual tasks.
Fecha de lanzamiento
2026-03-02
Parámetros
4.0B
Longitud del contexto
—
Modalidades
—
Radar de capacidades
14
general
20
coding
71
reasoning
40
science
70
agents
50
multimodal
Rankings
| Dominio | #Posición | Puntuación | Fuente |
|---|---|---|---|
| Capacidad agéntica | 133 | 28.0 | LS |
| Ranking de codificación | 351 | 28.0 | AA |
| Ranking general | 292 | 42.0 | AA |
| Ciencia | 345 | 39.0 | AA |
Puntuaciones de benchmarks (LLM Stats)
(LLM Stats (zeroeval))Agents
t2-bench
79.9%Aut.
BFCL-V4
50.3%Aut.
VITA-Bench
22.0%Aut.
DeepPlanning
17.6%Aut.
Biology
GPQANYU + Cohere + Anthropic (2023)
76.2%Aut.
Chemistry
SuperGPQA
52.9%Aut.
Communication
Multi-Challenge
49.0%Aut.
Finance
MMLU-Pro
79.1%Aut.
MMLU-ProX
71.5%Aut.
General
IFEvalGoogle Research (2023)
89.8%Aut.
MMLU-Redux
88.8%Aut.
C-Eval
85.1%Aut.
Global PIQA
78.9%Aut.
MAXIFE
78.0%Aut.
MMMLU
76.1%Aut.
Include
71.0%Aut.
IFBench
59.2%Aut.
LiveCodeBench v6
55.8%Aut.
NOVA-63
54.3%Aut.
LongBench v2
50.0%Aut.
Language
WMT24++
66.6%Aut.
Long Context
AA-LCR
57.0%Aut.
Math
HMMT25
76.8%Aut.
HMMT 2025
74.0%Aut.
PolyMATH
51.1%Aut.
Índices de evaluación AA
(Artificial Analysis)Coding Index(Artificial Analysis)20.3
Intelligence Index(Artificial Analysis)16.1
Tau2(Sierra + U Toronto + Vector Institute (2025))0.9
Gpqa(NYU + Cohere + Anthropic (2023))0.7
Lcr(Artificial Analysis)0.3
Ifbench(Google Research (2023))0.3
Terminalbench V2 10.2
Scicode(UIUC + Argonne National Lab (2024))0.2
Terminalbench Hard(Stanford × Laude Institute (2026))0.1
Hle(Center for AI Safety + Scale AI (2025))0.1
Tau Banking0.0
Puntuaciones por categoría LLM Stats
(LLM Stats (zeroeval))Language80
Biology80
Legal70
Math70
Physics70
Structured Output70
Instruction Following70
Finance70
Healthcare70
Tool Calling70
Reasoning60
General60
Chemistry60
Long Context50
Multimodal50
Spatial Reasoning50
Communication50
Economics50
Vision50
Agents40
Precios
Precio de entrada$0.03 / 1M tokens
Precio de salida$0.15 / 1M tokens
Precio mixto (3:1)$0.06 / 1M tokens
Velocidad
Tokens/seg25.2
Retraso del primer token0.55s
Tiempo hasta la respuesta0.55s
Ranking de Precios por Proveedor
Ranking de Precios por Proveedor
1 proveedores
ProveedorEntradaSalida
1AlibabaPRINCIPAL
$0.03
$0.15
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