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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#PosiciónPuntuaciónFuente
Agents & Tools59
55.0
LS
Code Ranking57
71.0
AA
General Ranking39
81.0
AA
Math Reasoning13
96.0
AA
Reasoning55
67.0
LS
Science44
74.0
AA

Puntuaciones de benchmarks (LLM Stats)

Agents

Tau-bench87.4%Aut.
BrowseComp52.0%Aut.
Terminal-Bench 2.041.0%Aut.
Terminal-Bench33.3%Aut.

Biology

GPQA85.7%Aut.

Code

SWE-Bench Verified73.8%Aut.
SWE-bench Multilingual66.7%Aut.

Finance

MMLU-Pro84.3%Aut.

General

LiveCodeBench v684.9%Aut.

Math

AIME 202595.7%Aut.
IMO-AnswerBench82.0%Aut.
Humanity's Last Exam42.8%Aut.

Reasoning

BrowseComp-zh66.6%Aut.

Índices de evaluación AA

Math Index
95.0
Intelligence Index
42.1
Coding Index
36.3
Tau2
1.0
Aime 25
0.9
Livecodebench
0.9
Gpqa
0.9
Mmlu Pro
0.9
Ifbench
0.7
Lcr
0.6
Scicode
0.5
Terminalbench Hard
0.3
Hle
0.3

Puntuaciones por categoría LLM Stats

Biology
90
Chemistry
90
General
90
Physics
90
Finance
80
Healthcare
80
Language
80
Legal
80
Math
80
Frontend Development
70
Reasoning
70
Tool Calling
60
Search
60
Agents
50
Code
50
Vision
40

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)
ProveedorPrecio de entradaPrecio de salida
Novita600K2.2M
Fireworks600K2.2M

Fuentes externas