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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

42
general
62
coding
93
reasoning
68
science
60
agents
0
multimodal

Rankings

Domain#RankScoreSource
Code Ranking199
67.0
AA
General Ranking92
68.0
AA
Science152
66.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

General

Tau-bench87.4%SR

Language

MMLU-Pro84.3%SR

Math

AIME 202595.7%SR
IMO-AnswerBench82.0%SR

Reasoning

GPQANYU + Cohere + Anthropic (2023)85.7%SR
LiveCodeBench v684.9%SR
SWE-Bench Verified73.8%SR
SWE-bench Multilingual66.7%SR
BrowseComp-zh66.6%SR
BrowseCompOpenAI (2025)52.0%SR
Humanity's Last Exam42.8%SR
Terminal-Bench 2.0Stanford × Laude Institute (2026)41.0%SR
Terminal-Bench33.3%SR

AA Evaluation Indices

(Artificial Analysis)
Tau2(Sierra + U Toronto + Vector Institute (2025))
95.9
Math Index(Artificial Analysis)
95.0
Aime 25(MAA (Mathematical Association of America))
95.0
Livecodebench(UC Berkeley + MIT + Cornell (2024))
89.4
Gpqa(NYU + Cohere + Anthropic (2023))
85.9
Mmlu Pro(TIGER-Lab (Univ. of Waterloo, Toronto, CMU, 2024))
85.6
Lcr(Artificial Analysis)
71.0
Ifbench(Google Research (2023))
67.9
Terminalbench V2 1
45.3
Coding Index(Artificial Analysis)
45.3
Terminalbench Hard(Stanford × Laude Institute (2026))
31.8
Hle(Center for AI Safety + Scale AI (2025))
27.4
Intelligence Index(Artificial Analysis)
22.2
Tau Banking
12.2

LLM Stats Category Scores

(LLM Stats (zeroeval))
Physics
90
Biology
90
Chemistry
90
Language
80
Legal
80
Math
80
Finance
80
Healthcare
80
Reasoning
70
Frontend Development
70
General
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/sec0.0
Time to First Token0.00s
Time to Answer0.00s

Provider Price Ranking

Provider Price Ranking

2 providers

Cheapest: DeepInfraMost Expensive: Z AI
ProviderInputOutput
1DeepInfraCheapest
$0
$0
2Z AIPRIMARY
$0.6
$2.2

Compare pricing across different API providers for this model.

External Sources