GLM-5.2
Z-AI's flagship long-horizon reasoning model, delivering a full 1M-token context window with strong function calling, JSON output, and sustained multi-step task execution.
GLM-5.2
**GLM-5.2** is Z-AI's latest flagship model, purpose-built for long-horizon tasks that require sustained reasoning, planning, and execution across extended contexts. It represents a substantial leap in long-horizon task capability over its predecessor **GLM-5.1**, and — for the first time in the GLM series — delivers that capability on a **solid 1 million token context window**. ### Key Capabilities - **1M token context**: Reliably process and reason across massive documents, entire codebases, or long multi-turn conversations without losing coherence. - **Long-horizon task execution**: Optimized for complex, multi-step workflows where the model must maintain state, track dependencies, and follow through on extended plans. - **Structured outputs**: Native support for JSON mode, enabling reliable structured data generation for downstream applications. - **Function calling**: Built-in tool-use support for agentic workflows, API integrations, and multi-step automations. - **FP4 precision**: Deployed with efficient FP4 quantization for high throughput while preserving output quality. ### What It's Best For GLM-5.2 is ideal for teams building agentic systems, long-document analysis pipelines, code assistants operating over large repositories, research and legal review workflows, and any application that demands both a very large context window and dependable execution over long task horizons.
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