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GLM-4.5-Air

Z AIGLMOpen WeightMIT · Commercial OK

Description

GLM-4.5-Air is a more compact variant of GLM-4.5 designed for efficient Agentic, Reasoning, and Coding (ARC) applications. It features 106 billion total parameters with 12 billion active parameters using MoE architecture. Like GLM-4.5, it is a hybrid reasoning model providing thinking mode for complex reasoning and tool usage, and non-thinking mode for immediate responses. Despite its compact design, GLM-4.5-Air delivers competitive performance with a score of 59.8 across 12 industry-standard benchmarks, ranking 6th overall while maintaining superior efficiency. It supports 128K context length and is released under MIT open-source license allowing commercial use.

Release Date
2025-07-28
Parameters
106.0B
Context Length
131K
Modalities
text

Capability Radar

38
general
40
coding
79
reasoning
45
scienceest.
70
agents
0
multimodal

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

Rankings

Domain#RankScoreSource
Agents & Tools89
38.0
LS
Code Ranking159
49.0
AA
General Ranking216
48.0
AA
Math Reasoning73
83.0
AA
Science211
47.0
AA

Benchmark Scores (LLM Stats)

Agents

BFCL-v376.4%SR
Terminal-Bench30.0%SR
BrowseComp21.3%SR

Biology

GPQA75.0%SR
SciCode37.3%SR

Code

LiveCodeBench70.7%SR
SWE-Bench Verified57.6%SR

Communication

TAU-bench Retail77.9%SR
TAU-bench Airline60.8%SR

Finance

MMLU-Pro81.4%SR

General

AA-Index64.8%SR

Math

MATH-50098.1%SR
AIME 202489.4%SR
Humanity's Last Exam10.6%SR

AA Evaluation Indices

Math Index
80.7
Coding Index
23.8
Intelligence Index
23.2
Math 500
1.0
Mmlu Pro
0.8
Aime 25
0.8
Gpqa
0.7
Livecodebench
0.7
Aime
0.7
Tau2
0.5
Lcr
0.4
Ifbench
0.4
Scicode
0.3
Terminalbench Hard
0.2
Hle
0.1

LLM Stats Category Scores

Structured Output
80
Finance
80
Healthcare
80
Language
80
Legal
80
Tool Calling
70
Communication
70
General
70
Biology
60
Chemistry
60
Frontend Development
60
Math
60
Physics
60
Reasoning
60
Code
50
Agents
40
Search
20
Vision
10

Pricing

Input Price$0.17 / 1M tokens
Output Price$0.98 / 1M tokens
Blended Price (3:1)$0.372 / 1M tokens

Speed

Tokens/sec84.4 tokens/s
Time to First Token1.39s
Time to Answer25.10s

Available Providers

(LS internal units)

No provider data available

External Sources