GLM-4.7 (Reasoning)
Z AIGLMOpen WeightMIT · Commercial OK
Descripción
GLM 4.7 is a coding‑centric model that thinks before acting, preserves its reasoning across turns, and lets you control thinking per request for speed or accuracy. It upgrades agentic workflows with stronger multi‑step tool use, better terminal and multilingual coding, and a noticeable jump in UI output quality for modern, clean webpages and slides. You can use it in popular coding agents, call it via the Z.ai API, and even run it locally with public weights on HuggingFace and ModelScope using vLLM or SGLang.
Fecha de lanzamiento
2025-12-22
Parámetros
358.0B
Longitud del contexto
203K
Modalidades
text
Radar de capacidades
53
general
56
coding
93
reasoning
59
scienceest.
60
agents
0
multimodal
Science usa un proxy de razonamiento cuando los benchmarks científicos dedicados no están disponibles.
Rankings
| Dominio | #Posición | Puntuación | Fuente |
|---|---|---|---|
| Agents & Tools | 59 | 55.0 | LS |
| Code Ranking | 57 | 71.0 | AA |
| General Ranking | 39 | 81.0 | AA |
| Math Reasoning | 13 | 96.0 | AA |
| Reasoning | 55 | 67.0 | LS |
| Science | 44 | 74.0 | AA |
Puntuaciones de benchmarks (LLM Stats)
Agents
Tau-bench
87.4%Aut.
BrowseComp
52.0%Aut.
Terminal-Bench 2.0
41.0%Aut.
Terminal-Bench
33.3%Aut.
Biology
GPQA
85.7%Aut.
Code
SWE-Bench Verified
73.8%Aut.
SWE-bench Multilingual
66.7%Aut.
Finance
MMLU-Pro
84.3%Aut.
General
LiveCodeBench v6
84.9%Aut.
Math
AIME 2025
95.7%Aut.
IMO-AnswerBench
82.0%Aut.
Humanity's Last Exam
42.8%Aut.
Reasoning
BrowseComp-zh
66.6%Aut.
Índices de evaluación AA
Math Index95.0
Intelligence Index42.1
Coding Index36.3
Tau21.0
Aime 250.9
Livecodebench0.9
Gpqa0.9
Mmlu Pro0.9
Ifbench0.7
Lcr0.6
Scicode0.5
Terminalbench Hard0.3
Hle0.3
Puntuaciones por categoría LLM Stats
Biology90
Chemistry90
General90
Physics90
Finance80
Healthcare80
Language80
Legal80
Math80
Frontend Development70
Reasoning70
Tool Calling60
Search60
Agents50
Code50
Vision40
Precios
Precio de entrada$0.6 / 1M tokens
Precio de salida$2.2 / 1M tokens
Precio mixto (3:1)$1 / 1M tokens
Velocidad
Tokens/seg91.5 tokens/s
Retraso del primer token0.90s
Tiempo hasta la respuesta22.74s
Proveedores disponibles
(Unidades internas LS)| Proveedor | Precio de entrada | Precio de salida |
|---|---|---|
| Novita | 600K | 2.2M |
| Fireworks | 600K | 2.2M |