Zhipu AI GLM 4.6

GLM 4.6 by Zhipu AI excels in the Coding category, where it ranks #51 with a composite score of 84/100. Compared with GLM-4.5, this generation brings several key improvements: Longer context window: The context window has been expanded from 128K to 200K tokens, enabling the model to handle more complex agentic tasks. Superior coding performance: The model achieves higher scores on code benchmarks and demonstrates better real-world performance in applications such as Claude Code、Cline、Roo Code and Kilo Code, including improvements in generating visually polished front-end pages. Advanced reasoning: GLM-4.6 shows a clear improvement in reasoning performance and supports tool use during inference, leading to stronger overall capability. More capable agents: GLM-4.6 exhibits stronger performance in tool using and search-based agents, and integrates more effectively within agent frameworks. Refined writing: Better aligns with human preferences in style and readability, and performs more naturally in role-playing scenarios. It is particularly strong in areas highlighted by its top benchmark performance and adoption metrics, making it suitable for both individual developers and enterprise teams looking for a reliable coding solution.

GLM 4.6 is priced at $0.39 per million input tokens and $1.90 per million output tokens (USD). Contact the provider for volume discounts and enterprise pricing. Pricing is competitive within the coding category and reflects the model's quality-to-cost ratio.

In the Coding category, GLM 4.6 holds rank #51 out of 6 models tracked. Its quality rank is #51 and adoption rank is #51. You can use our comparison tool at /compare to see detailed side-by-side metrics with specific alternatives. Key differentiators include its composite scoring across benchmarks, community sentiment, and real-world adoption rates.

GLM 4.6 has been evaluated across 5 different signals. Its strongest areas include Capabilities (67/100), Pricing (2/100), Context Window (84/100). These scores are derived from industry-standard benchmarks, community ratings, and real-world performance metrics. The composite score of 84/100 reflects a weighted combination of all tracked signals.

GLM 4.6 is a paid model, though some providers may offer trial credits or limited free tiers for evaluation. Check Zhipu AI's website for current free tier availability and promotional offers.