Z.ai: GLM 5.2 (batch)
Analysis Summary
Z.ai GLM 5.2 is a text model with tool use, function calling, and a 1M context window. The context capacity suits long-document processing, knowledge-base workflows, structured research, and automation that depends on external actions and consistent text outputs.
Its pricing is moderate, giving it a workable position for document-heavy workloads and repeated API calls. However, this record contains no benchmark results for reasoning, coding, or agentic reliability, and it lacks vision or multimodal input. Adopt it for text-first automation after testing factual consistency, instruction following, and tool-call reliability, rather than assuming it can replace a verified flagship across client workflows.
Assessed September 7, 2026
Editorial notes
GLM 5.2 offers tool use, function calling, and a 1M context window for long-document and automation workflows. Its moderate pricing is attractive, but supplied data includes no intelligence, coding, or agentic benchmarks.
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DFO Verdict
GLM 5.2 offers tool use, function calling, and a 1M context window for long-document and automation workflows. Its moderate pricing is attractive, but supplied data includes no intelligence, coding, or agentic benchmarks.
How Z.ai: GLM 5.2 (batch) compares
Its 1M-token context window is larger than 94% of the models we list. At $0.70 per million input tokens it is cheaper than 33% 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 | $0.70 | $0.000700 |
| Output | $2.20 | $0.002200 |
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.
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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 $0.70 per million input tokens and $2.20 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 1,048,576 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.