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GLM-4.6 (Reasoning)

Z AIGLM开源权重MIT · 商用许可

描述

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.

发布日期
2025-09-30
参数规模
357.0B
上下文长度
205K
支持模态
image, text, video

能力雷达图

41
general
63
coding
85
reasoning
51
science估算
40
agents
20
multimodal

Science 在缺少专门科学评测时使用推理能力代理估算。

排行榜排名

领域#排名分数来源
智能体能力模型榜101
43.0
LS
代码能力榜115
63.0
AA
通用能力榜142
58.0
AA
数学推理54
87.0
AA
科学能力140
56.0
AA

基准测试分数 (LLM Stats)

Agents

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

Biology

GPQA81.0%自报

Code

SWE-Bench Verified68.0%自报

General

LiveCodeBench v682.8%自报

Math

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

AA 评测指数

Math Index
86.0
Intelligence Index
25.1
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 分类评分

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

定价

输入价格$0.55 / 1M tokens
输出价格$2.2 / 1M tokens
混合价格(3:1)$0.963 / 1M tokens
缓存读取价格$0.11 / 1M tokens
缓存写入价格免费

速度

Tokens/秒50.5
首Token延迟1.26s
首回答延迟40.86s

供应商价格排行

供应商价格排行

17 个供应商

最便宜: ZenMux最贵: Merge Gateway
供应商输入输出
1ZenMux最便宜
$0.35
$1.54
2Kilo Gateway
$0.39
$1.9
3NanoGPT
$0.4
$1.5
4IO.NET
$0.4
$1.75
5OpenRouter
$0.43
$1.74
6Deep Infra
$0.43
$1.74
7Meganova
$0.45
$1.9
8SiliconFlow (China)
$0.5
$1.9
9SiliconFlow
$0.5
$1.9
10Z AI主要
$0.55
$2.2
11Hugging Face
$0.55
$2.2
12NovitaAI
$0.55
$2.2
13Synthetic
$0.55
$2.19
14Abacus
$0.6
$2.2
15Vercel AI Gateway
$0.6
$2.2
16OrcaRouter
$0.6
$2.2
17Merge Gateway
$0.6
$2.2

比较该模型在不同 API 供应商之间的定价。

外部链接