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 | #Posición | Puntuación | Fuente |
|---|---|---|---|
| Agents & Tools | 84 | 43.0 | LS |
| Code Ranking | 111 | 58.0 | AA |
| General Ranking | 135 | 61.0 | AA |
| Math Reasoning | 54 | 87.0 | AA |
| Science | 122 | 58.0 | AA |
Puntuaciones de benchmarks (LLM Stats)
Agents
BrowseComp
45.1%Aut.
Terminal-Bench
40.5%Aut.
Biology
GPQA
81.0%Aut.
Code
SWE-Bench Verified
68.0%Aut.
General
LiveCodeBench v6
82.8%Aut.
Math
AIME 2025
93.9%Aut.
Humanity's Last Exam
17.2%Aut.
Índices de evaluación AA
Math Index86.0
Intelligence Index32.5
Coding Index29.5
Aime 250.9
Mmlu Pro0.8
Gpqa0.8
Tau20.7
Livecodebench0.7
Lcr0.5
Ifbench0.4
Scicode0.4
Terminalbench Hard0.3
Hle0.1
Puntuaciones por categoría LLM Stats
Biology80
Chemistry80
General80
Physics80
Frontend Development70
Math60
Reasoning60
Code50
Search50
Agents40
Vision20
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)| Proveedor | Precio de entrada | Precio de salida |
|---|---|---|
| Fireworks | 550K | 2.2M |
| DeepInfra | 600K | 2.0M |