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GLM

Open source
Models Updated Sep 16, 2026
Compared with 24 other Models agents Open source Self-hostable Updated Sep 2026
Open Source Updated Sep 2026 Self-hostable

Pricing

Open Source

Pricing not publicly listed (open-source project).

Use cases

Autonomous AI agents for task automation Specialized NLP pipelines with dynamic model routing Research on efficient large-scale language model architectures Customizable foundation for agentic applications

Pros & cons

Pros

  • Open-source and self-hostable
  • MoE architecture improves computational efficiency
  • Designed specifically for agentic tasks
  • Customizable expert routing

Cons

  • Requires technical expertise to deploy and customize
  • MoE architectures can be complex to optimize
  • Performance depends on expert specialization quality
  • Limited documentation compared to commercial alternatives

Overview

GLM is a series of open-source Mixture of Experts (MoE) language models designed for agentic tasks, such as autonomous decision-making and task execution. Developed by Z.ai, it focuses on efficient scaling and specialized model routing for complex AI workflows.

Problem it solves

It enables efficient deployment of large language models by dynamically activating only relevant model components (experts), reducing computational costs while maintaining performance.

Target audience: Developers and teams working with models automation.

Inputs

  • User configuration
  • API credentials (if required)
  • Task parameters

Outputs

  • Automated task results
  • Status reports
  • Generated content or actions

Example workflow

  1. 1 User configures the agent with required parameters
  2. 2 Agent receives input data or trigger
  3. 3 Agent processes the request using its core logic
  4. 4 Agent interacts with external services if needed
  5. 5 Results are returned to the user

Sample system prompt


              You are GLM, an AI assistant. Help the user accomplish their task efficiently.

            

Tools & technologies

LLM APIs Python

Alternatives

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FAQs

What is GLM?
GLM is a series of open-source Mixture of Experts (MoE) language models designed for agentic tasks, such as autonomous decision-making and task execution. Developed by Z.ai, it focuses on efficient scaling and specialized model routing for complex AI workflows.
How much does GLM cost?
GLM's pricing model is Open Source. Pricing not publicly listed (open-source project).
What is GLM used for?
GLM is used for: Autonomous AI agents for task automation; Specialized NLP pipelines with dynamic model routing; Research on efficient large-scale language model architectures; Customizable foundation for agentic applications.
What are the best alternatives to GLM?
GLM is a Models AI agent. Compare it with the best alternatives — ranked by features, pricing, and use case — on our GLM alternatives page.
Is GLM open source?
Yes, GLM is open source.
Can GLM be self-hosted?
Yes, GLM can be self-hosted.
What skill level is required to use GLM?
GLM is designed for intermediate users.

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GLM