
GLM‑4.5Open-source hybrid-reasoning MoE foundation model built for agentic, coding, and tool-use tasks
Overview
Key features
- Mixture-of-Experts (MoE) architecture
- Hybrid reasoning with thinking/non-thinking modes
- Native tool calling for agents
- Interleaved thinking before responses and tool calls
- 128K context window
- Agentic coding optimization
Pricing
- Model
- Free
- Category
- AI Model Serving Platforms
- Rating
- 4.5 / 5 (6)
Use cases
Build autonomous AI agents
Leverage GLM-4.5's agent-optimized design and tool use capabilities to create autonomous agents that can plan, reason, and execute multi-step tasks.
Long-document analysis
Use the 128K context window to process and reason over lengthy documents, codebases, or transcripts in a single pass.
Hybrid reasoning workflows
Apply the hybrid-reasoning MoE architecture to tasks requiring both quick responses and deeper step-by-step problem solving.
Self-hosted open-source LLM deployment
Deploy GLM-4.5 on private infrastructure for organizations needing customizable, open-source foundation models with full control over data.
Pros & Cons
Pros
- Open-source weights available for self-hosting
- Hybrid-reasoning design with controllable thinking mode
- Strong focus on agentic coding and tool use
- Integrates with popular agent frameworks like Claude Code and Cline
- 128K-token context window
Cons
- Large MoE model demands significant hardware to self-host
- Superseded by newer GLM-4.6 and GLM-4.7 releases
- Best performance often relies on the hosted Z.ai API
Reviews
Average from 6 ratings.
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Does the job
Pretty happy overall. The core workflow just works and it saves real time. The docs could be deeper can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.
Use it every day
Honestly didn't expect to like it this much. The integrations is exactly what I needed, and it is genuinely easy to set up. I do wish the mobile experience lags, but I reach for it almost every day now and it just clicks.
Use it every day
Honestly didn't expect to like it this much. The integrations is exactly what I needed, and it is genuinely easy to set up. I do wish the mobile experience lags, but I reach for it almost every day now and it just clicks.
Solid for our team
We rolled this out across the team last quarter and it is genuinely easy to set up. The core workflow fits neatly into how we already work, and the automation removed a step we used to do by hand. but it has held up under daily use.
Years in this space
I've evaluated a lot of these over the years. What stands out here is the integrations — handled better than most — and the value for money is strong. Worth the time if this is your use case.
Solid for our team
We rolled this out across the team last quarter and support is responsive. The core workflow fits neatly into how we already work, and the core workflow removed a step we used to do by hand. A few rough edges remain, which is the main caveat, but it has held up under daily use.
Q&A
Is GLM-4.5 open source and free to use?
Yes, GLM-4.5 is an open-source foundation model, meaning its weights and code can be accessed and used without licensing fees, though deployment costs (e.g., compute infrastructure) still apply.
What makes GLM-4.5 suitable for intelligent agent tasks?
GLM-4.5 is a hybrid-reasoning Mixture-of-Experts (MoE) foundation model specifically optimized for agent workflows, with built-in tool use capabilities and a 128K context window for handling long, multi-step tasks.
How large is the context window in GLM-4.5?
GLM-4.5 supports a 128K token context window, allowing it to process and reason over long documents, extended conversations, or complex multi-step agent tasks within a single session.
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