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GLM-4.7 (Reasoning)

Z AIGLMOpen WeightMIT · Commercial OK

Description

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.

Release Date
2025-12-22
Parameters
358.0B
Context Length
205K
Modalities
text

Capability Radar

48
general
80
coding
93
reasoning
59
scienceest.
60
agents
0
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Agentic Capability64
55.0
LS
Code Ranking44
78.0
AA
General Ranking47
76.0
AA
Math Reasoning13
96.0
AA
Reasoning59
67.0
LS
Science56
70.0
AA

Benchmark Scores (LLM Stats)

Agents

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

Biology

GPQA85.7%SR

Code

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

Finance

MMLU-Pro84.3%SR

General

LiveCodeBench v684.9%SR

Math

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

Reasoning

BrowseComp-zh66.6%SR

AA Evaluation Indices

Math Index
95.0
Intelligence Index
33.8
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

LLM Stats Category Scores

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

Pricing

Input Price$0.6 / 1M tokens
Output Price$2.2 / 1M tokens
Blended Price (3:1)$1 / 1M tokens
Cache Read Price$0.11 / 1M tokens
Cache Write PriceFree

Speed

Tokens/sec117.6
Time to First Token0.58s
Time to Answer17.58s

Provider Price Ranking

Provider Price Ranking

27 providers

Cheapest: NanoGPTMost Expensive: Vercel AI Gateway
ProviderInputOutput
1NanoGPTCheapest
$0.15
$0.8
2Meganova
$0.2
$0.8
3CrofAI
$0.25
$1.1
4ZenMux
$0.28
$1.14
5302.AI
$0.286
$1.142
6Kilo Gateway
$0.38
$1.98
7OpenRouter
$0.4
$1.75
8Deep Infra
$0.4
$1.75
9DInference
$0.45
$1.65
10Cortecs
$0.45
$2.23
11Synthetic
$0.55
$2.19
12Z AIPRIMARY
$0.6
$2.2
13Abacus
$0.6
$2.2
14SiliconFlow (China)
$0.6
$2.2
15Jiekou.AI
$0.6
$2.2
16Hugging Face
$0.6
$2.2
17NovitaAI
$0.6
$2.2
18Z.AI
$0.6
$2.2
19OpenCode Zen
$0.6
$2.2
20Baseten
$0.6
$2.2
21SiliconFlow
$0.6
$2.2
22LLM Gateway
$0.6
$2.2
23Zhipu AI
$0.6
$2.2
24OrcaRouter
$0.6
$2.2
25Merge Gateway
$0.6
$2.2
26Berget.AI
$0.77
$2.75
27Vercel AI Gateway
$2.25
$2.75

Compare pricing across different API providers for this model.

External Sources