Z.ai: GLM 5.2 (batch)
Analysis Summary
GLM 5.2 from Z.ai is a large-context text model with tool use and function calling. Its context window of approximately 1M tokens is appropriate for long documents, code repositories, and multi-stage research, while the API features support integration into agent pipelines. Pricing is positioned above low-cost volume models.
The exact batch variant has no supplied benchmark results, leaving reasoning, coding, content quality, and agent reliability unverified here. It could be useful for document-heavy workflows and structured tool orchestration, but the business case depends on evaluation results rather than the model's name or positioning. Run it through client-representative tests for instruction following, tool selection, and long-context recall before making it a default production choice.
Assessed August 23, 2026
Editorial notes
GLM 5.2 offers a 1M-token context, tool use, and function calling at premium-model pricing. This batch variant has no benchmark record in the supplied data, so it should be tested before use in complex client workflows.
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DFO Verdict
GLM 5.2 offers a 1M-token context, tool use, and function calling at premium-model pricing. This batch variant has no benchmark record in the supplied data, so it should be tested before use in complex client workflows.
How Z.ai: GLM 5.2 (batch) compares
Its 1M-token context window is larger than 86% of the models we list. At $1.40 per million input tokens it is cheaper than 20% of comparable models.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on value. The pulled-in technical corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $1.40 | $0.001400 |
| Output | $4.40 | $0.004400 |
What would Z.ai: GLM 5.2 (batch) cost your business?
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A website chatbot handling around 100 customer conversations a day, a few short messages each.
Full calculator with 748 models → Price Calculator
These numbers get smaller with the right architecture.
We route routine calls to cheap models and save Z.ai: GLM 5.2 (batch) for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout Z.ai: GLM 5.2 (batch)
GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,..
Frequently asked questions about Z.ai: GLM 5.2 (batch)
How much does Z.ai: GLM 5.2 (batch) cost?
Z.ai: GLM 5.2 (batch) costs $1.40 per million input tokens and $4.40 per million output tokens.
What is the context window of Z.ai: GLM 5.2 (batch)?
Z.ai: GLM 5.2 (batch) has a context window of 1,048,575 tokens (1M).
What can Z.ai: GLM 5.2 (batch) do?
Z.ai: GLM 5.2 (batch) supports tool use and function calling.
Who created Z.ai: GLM 5.2 (batch)?
Z.ai: GLM 5.2 (batch) is developed by Z.ai and was released on June 16, 2026.