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Text Generation Model

GLM-5.2

GLM-5.2 is a text generation model from Z.ai with a 1,048,576-token context window and up to 128,000 token responses.

PublisherZ.ai
TypeText
Context Window1,048,576 tokens
Released2026
Input$0.93/MTok
Output$3.00/MTok
ProviderDeepInfra
LARGE CONTEXTLATEST

Large context text generation from Z.ai

GLM-5.2 is a large language model developed by Z.ai (zai-org) and served through DeepInfra. It belongs to the GLM (General Language Model) family and is designed for chat-style text generation tasks. The model supports a context window of 1,048,576 tokens, placing it among models capable of processing very long documents or extended conversations in a single pass.

GLM-5.2 is well suited for tasks that require handling large volumes of text, such as document summarization, long-form question answering, and multi-turn dialogue over extended contexts. Its maximum response size of 128,000 tokens allows it to produce lengthy, detailed outputs in a single generation. The model was released in 2026 and is currently available for use on platforms including MindStudio.

What GLM-5.2 supports

Large Context Window

Processes up to 1,048,576 tokens in a single request, enabling analysis of very long documents or extended multi-turn conversations without truncation.

Long-Form Output

Generates responses of up to 128,000 tokens, supporting detailed reports, summaries, or extended completions in one pass.

Chat Text Generation

Handles chat-style prompt formats for multi-turn dialogue, question answering, and instruction following.

Document Processing

Ingests and reasons over large documents in a single context, making it practical for summarization or extraction tasks on lengthy inputs.

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Common questions about GLM-5.2

What is the context window size for GLM-5.2?

GLM-5.2 supports a context window of 1,048,576 tokens, allowing it to process very long documents or extended conversations in a single request.

What is the maximum response length GLM-5.2 can produce?

The model can generate responses of up to 128,000 tokens in a single completion.

Who developed GLM-5.2?

GLM-5.2 was developed by Z.ai (published under the zai-org organization) and is available via the DeepInfra provider on MindStudio.

What is the pricing for GLM-5.2?

Pricing information for GLM-5.2 is not publicly listed in the available metadata. You can check MindStudio or DeepInfra for current pricing details.

What types of tasks is GLM-5.2 best suited for?

GLM-5.2 is designed for text generation tasks that benefit from large context, such as long document summarization, extended multi-turn dialogue, and detailed question answering.

Parameters & options

Max Temperature2
Max Response Size128,000 tokens

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