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GLM-4.5-Air

Z AIGLMOpen WeightMIT · Commercial OK

Descripción

GLM-4.5-Air is a more compact variant of GLM-4.5 designed for efficient Agentic, Reasoning, and Coding (ARC) applications. It features 106 billion total parameters with 12 billion active parameters using MoE architecture. Like GLM-4.5, it is a hybrid reasoning model providing thinking mode for complex reasoning and tool usage, and non-thinking mode for immediate responses. Despite its compact design, GLM-4.5-Air delivers competitive performance with a score of 59.8 across 12 industry-standard benchmarks, ranking 6th overall while maintaining superior efficiency. It supports 128K context length and is released under MIT open-source license allowing commercial use.

Fecha de lanzamiento
2025-07-28
Parámetros
106.0B
Longitud del contexto
131K
Modalidades
text

Radar de capacidades

38
general
40
coding
79
reasoning
45
scienceest.
70
agents
0
multimodal

Science usa un proxy de razonamiento cuando los benchmarks científicos dedicados no están disponibles.

Rankings

Dominio#PosiciónPuntuaciónFuente
Agents & Tools89
38.0
LS
Code Ranking159
49.0
AA
General Ranking216
48.0
AA
Math Reasoning73
83.0
AA
Science211
47.0
AA

Puntuaciones de benchmarks (LLM Stats)

Agents

BFCL-v376.4%Aut.
Terminal-Bench30.0%Aut.
BrowseComp21.3%Aut.

Biology

GPQA75.0%Aut.
SciCode37.3%Aut.

Code

LiveCodeBench70.7%Aut.
SWE-Bench Verified57.6%Aut.

Communication

TAU-bench Retail77.9%Aut.
TAU-bench Airline60.8%Aut.

Finance

MMLU-Pro81.4%Aut.

General

AA-Index64.8%Aut.

Math

MATH-50098.1%Aut.
AIME 202489.4%Aut.
Humanity's Last Exam10.6%Aut.

Índices de evaluación AA

Math Index
80.7
Coding Index
23.8
Intelligence Index
23.2
Math 500
1.0
Mmlu Pro
0.8
Aime 25
0.8
Gpqa
0.7
Livecodebench
0.7
Aime
0.7
Tau2
0.5
Lcr
0.4
Ifbench
0.4
Scicode
0.3
Terminalbench Hard
0.2
Hle
0.1

Puntuaciones por categoría LLM Stats

Structured Output
80
Finance
80
Healthcare
80
Language
80
Legal
80
Tool Calling
70
Communication
70
General
70
Biology
60
Chemistry
60
Frontend Development
60
Math
60
Physics
60
Reasoning
60
Code
50
Agents
40
Search
20
Vision
10

Precios

Precio de entrada$0.17 / 1M tokens
Precio de salida$0.98 / 1M tokens
Precio mixto (3:1)$0.372 / 1M tokens

Velocidad

Tokens/seg84.4 tokens/s
Retraso del primer token1.39s
Tiempo hasta la respuesta25.10s

Proveedores disponibles

(Unidades internas LS)

No hay datos de proveedores disponibles

Fuentes externas