Step3 VL 10B
StepFunOpen WeightApache 2.0 · Uso Comercial
Descripción
STEP3-VL-10B is a lightweight open-source foundation model designed to redefine the trade-off between compact efficiency and frontier-level multimodal intelligence. Built on a unified, fully unfrozen pre-training strategy on 1.2T multimodal tokens integrating a language-aligned Perception Encoder with a Qwen3-8B decoder. Features Parallel Coordinated Reasoning (PaCoRe) to scale test-time compute for complex perceptual reasoning.
Fecha de lanzamiento
2026-01-20
Parámetros
10.0B
Longitud del contexto
—
Modalidades
—
Radar de capacidades
8
general
0
coding
69
reasoning
51
science
48
agents
85
multimodal
Rankings
| Dominio | #Posición | Puntuación | Fuente |
|---|---|---|---|
| Ranking de codificación | 619 | 4.0 | AA |
| Ranking general | 551 | 22.0 | AA |
| Ranking multimodal | 60 | 56.0 | LS |
| Ciencia | 346 | 42.0 | AA |
Puntuaciones de benchmarks (LLM Stats)
(LLM Stats (zeroeval))Chat
Multi-Challenge
62.6%Aut.
Math
AIME 2025
87.7%Aut.
MathVista
84.0%Aut.
MathVision
70.8%Aut.
Multimodal
MMMU
78.1%Aut.
Vision
MMBench
91.8%Aut.
Índices de evaluación AA
(Artificial Analysis)Gpqa(NYU + Cohere + Anthropic (2023))69.0
Ifbench(Google Research (2023))50.2
Tau2(Sierra + U Toronto + Vector Institute (2025))16.1
Hle(Center for AI Safety + Scale AI (2025))10.8
Intelligence Index(Artificial Analysis)7.7
Terminalbench Hard(Stanford × Laude Institute (2026))5.3
Lcr(Artificial Analysis)0.0
Puntuaciones por categoría LLM Stats
(LLM Stats (zeroeval))Math80
Multimodal80
Reasoning80
General80
Healthcare80
Vision80
Chat60
Communication60
Precios
Precio de entradaGratis
Precio de salidaGratis
Precio mixto (3:1)Gratis
Velocidad
Tokens/seg0.0
Retraso del primer token0.00s
Tiempo hasta la respuesta0.00s
Ranking de Precios por Proveedor
No hay datos de proveedores disponibles