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GLM-4.6 (Reasoning)

Z AIGLMOpen WeightMIT · Commercial OK

설명

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.

출시일
2025-09-30
파라미터
357.0B
컨텍스트 길이
205K
모달리티
image, text, video

능력 레이더

45
general
44
coding
85
reasoning
51
science추정
40
agents
20
multimodal

전용 과학 벤치마크가 없을 때 Science는 추론 프록시를 사용하여 추정합니다.

랭킹

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

벤치마크 점수 (LLM Stats)

Agents

BrowseComp45.1%자체 보고
Terminal-Bench40.5%자체 보고

Biology

GPQA81.0%자체 보고

Code

SWE-Bench Verified68.0%자체 보고

General

LiveCodeBench v682.8%자체 보고

Math

AIME 202593.9%자체 보고
Humanity's Last Exam17.2%자체 보고

AA 평가 지수

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

LLM Stats 카테고리 점수

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

가격

입력 가격$0.55 / 1M tokens
출력 가격$2.2 / 1M tokens
혼합 가격 (3:1)$0.963 / 1M tokens

속도

토큰/초37.2 tokens/s
첫 토큰 지연0.82s
첫 응답 지연54.62s

사용 가능한 프로바이더

(LS 내부 단위)
프로바이더입력 가격출력 가격
Fireworks550K2.2M
DeepInfra600K2.0M

외부 링크