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GLM-4.6 (Reasoning)

Z AIGLMOpen WeightMIT · Commercial OK

Descripción

GLM-4.6 is the latest version of Z.ai's flagship model, bringing significant improvements over GLM-4.5. Key features include: 200K token context window (expanded from 128K), superior coding performance with better real-world application in Claude Code/Cline/Roo Code/Kilo Code, advanced reasoning with tool use during inference, stronger agent capabilities, and refined writing aligned with human preferences. GLM-4.6 achieves competitive performance with DeepSeek-V3.2-Exp and Claude Sonnet 4, reaching near parity with Claude Sonnet 4 (48.6% win rate) on CC-Bench real-world coding tasks.

Fecha de lanzamiento
2025-09-30
Parámetros
357.0B
Longitud del contexto
205K
Modalidades
image, text, video

Radar de capacidades

45
general
44
coding
85
reasoning
51
scienceest.
40
agents
20
multimodal

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

Rankings

Dominio#PosiciónPuntuaciónFuente
Agents & Tools84
43.0
LS
Code Ranking111
58.0
AA
General Ranking135
61.0
AA
Math Reasoning54
87.0
AA
Science122
58.0
AA

Puntuaciones de benchmarks (LLM Stats)

Agents

BrowseComp45.1%Aut.
Terminal-Bench40.5%Aut.

Biology

GPQA81.0%Aut.

Code

SWE-Bench Verified68.0%Aut.

General

LiveCodeBench v682.8%Aut.

Math

AIME 202593.9%Aut.
Humanity's Last Exam17.2%Aut.

Índices de evaluación AA

Math Index
86.0
Intelligence Index
32.5
Coding Index
29.5
Aime 25
0.9
Mmlu Pro
0.8
Gpqa
0.8
Tau2
0.7
Livecodebench
0.7
Lcr
0.5
Ifbench
0.4
Scicode
0.4
Terminalbench Hard
0.3
Hle
0.1

Puntuaciones por categoría LLM Stats

Biology
80
Chemistry
80
General
80
Physics
80
Frontend Development
70
Math
60
Reasoning
60
Code
50
Search
50
Agents
40
Vision
20

Precios

Precio de entrada$0.55 / 1M tokens
Precio de salida$2.2 / 1M tokens
Precio mixto (3:1)$0.963 / 1M tokens

Velocidad

Tokens/seg37.2 tokens/s
Retraso del primer token0.82s
Tiempo hasta la respuesta54.62s

Proveedores disponibles

(Unidades internas LS)
ProveedorPrecio de entradaPrecio de salida
Fireworks550K2.2M
DeepInfra600K2.0M

Fuentes externas