GLM 4.6 was released September 30, 2025 as Z.ai's dedicated coding model. It builds on the GLM-4.5 foundation with targeted improvements for software engineering workflows, benchmark performance, and real-world programming tasks.
The key architectural change is an expanded context window of 204.8K tokens. You can process entire codebases, long specification documents, and multi-file analysis in a single request. This benefits code generation tasks that require understanding cross-file relationships, and agentic coding workflows that maintain state across extended interactions.
GLM 4.6 shows enhanced performance on both public benchmarks and real-world programming tasks. Benchmark scores predict capability, but real-world coding involves ambiguous requirements, legacy code patterns, and iterative refinement. GLM 4.6 targets both dimensions.