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GLM-4.5 (Reasoning)

Z AIGLMOpen WeightMIT · Commercial OK

Description

GLM-4.5 is an Agentic, Reasoning, and Coding (ARC) foundation model designed for intelligent agents, featuring 355 billion total parameters with 32 billion active parameters using MoE architecture. Trained on 23T tokens through multi-stage training, it is a hybrid reasoning model that provides two modes: thinking mode for complex reasoning and tool usage, and non-thinking mode for immediate responses. The model unifies agentic, reasoning, and coding capabilities with 128K context length support. It achieves exceptional performance with a score of 63.2 across 12 industry-standard benchmarks, placing 3rd among all proprietary and open-source models. Released under MIT open-source license allowing commercial use and secondary development.

Release Date
2025-07-28
Parameters
355.0B
Context Length
131K
Modalities
text

Capability Radar

41
general
44
coding
81
reasoning
50
scienceest.
70
agents
0
multimodal

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

Rankings

Domain#RankScoreSource
Agents & Tools58
55.0
LS
Code Ranking125
54.0
AA
General Ranking187
52.0
AA
Math Reasoning76
82.0
AA
Science141
55.0
AA

Benchmark Scores (LLM Stats)

Agents

BFCL-v377.8%SR
Terminal-Bench37.5%SR
BrowseComp26.4%SR

Biology

GPQA79.1%SR
SciCode41.7%SR

Code

LiveCodeBench72.9%SR
SWE-Bench Verified64.2%SR

Communication

TAU-bench Retail79.7%SR
TAU-bench Airline60.4%SR

Finance

MMLU-Pro84.6%SR

General

AA-Index67.7%SR

Math

MATH-50098.2%SR
AIME 202491.0%SR
Humanity's Last Exam14.4%SR

AA Evaluation Indices

Math Index
73.7
Intelligence Index
26.4
Coding Index
26.3
Math 500
1.0
Aime
0.9
Mmlu Pro
0.8
Gpqa
0.8
Livecodebench
0.7
Aime 25
0.7
Lcr
0.5
Ifbench
0.4
Tau2
0.4
Scicode
0.3
Terminalbench Hard
0.2
Hle
0.1

LLM Stats Category Scores

Structured Output
80
Finance
80
General
80
Healthcare
80
Language
80
Legal
80
Tool Calling
70
Communication
70
Math
70
Biology
60
Chemistry
60
Frontend Development
60
Physics
60
Reasoning
60
Agents
50
Code
50
Search
30
Vision
10

Pricing

Input Price$0.6 / 1M tokens
Output Price$2.2 / 1M tokens
Blended Price (3:1)$1 / 1M tokens

Speed

Tokens/sec42.4 tokens/s
Time to First Token1.03s
Time to Answer48.20s

Available Providers

(LS internal units)

No provider data available

External Sources