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Z.ai Launched GLM-4.6, Delivering Breakthroughs in Coding Capabilities

Z.ai Launched GLM-4.6, Delivering Breakthroughs in Coding

Z.ai just lately introduced the official launch of GLM-4.6, the most recent mannequin in its GLM collection. This new mannequin delivers complete enhancements throughout real-world coding, long-context processing, reasoning, and agentic functions, marking one other important milestone for Chinese language fashions.

GLM-4.6 is now dwell on the Z.ai Chat [http://chat.z.ai] and the Z.ai API platform [https://docs.z.ai/guides/llm/glm-4.6], and it has additionally been open-sourced on Hugging Face [https://huggingface.co/zai-org/GLM-4.6] beneath the MIT license.

Complete Improve of Core Capabilities

GLM-4.6 showcases important enhancements throughout a number of key dimensions. The context window has been expanded from 128K to 200K tokens, enabling it to deal with extra advanced agentic duties. In its core coding capabilities, the mannequin not solely achieves increased scores on customary benchmarks but in addition excels in real-world functions corresponding to Claude Code, Cline, and Roo Code.

Moreover, the reasoning efficiency of GLM-4.6 has been considerably improved and now helps device use. Its agentic and writing capabilities have additionally been refined, permitting for more practical framework integration and textual content technology that higher aligns with human preferences.

Efficiency Analysis: A New Excessive for Open-Weight Fashions

In efficiency evaluations, GLM-4.6 achieves outcomes on par with Claude Sonnet 4 and Claude Sonnet 4.5 throughout 8 authoritative normal functionality benchmarks, together with AIME 25, GPQA, and SWE-Bench Verified.

Picture: https://www.globalnewslines.com/uploads/2025/10/c783e78722501d3b8b933274970df128.jpg

To extra precisely assess its sensible programming abilities, Z.ai performed 74 real-world coding checks inside the Claude Code setting, the place the outcomes confirmed that GLM-4.6 surpassed the efficiency of Claude Sonnet 4 and different open-weight fashions.

Picture: https://www.globalnewslines.com/uploads/2025/10/1d0f4c463ee5dcf360b303e7838a5c28.jpg

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By way of effectivity, the mannequin’s common token consumption has been decreased by over 30% in comparison with its predecessor, GLM-4.5. To make sure transparency and credibility, all check information has been made publicly accessible on Hugging Face for exterior verification and replica.

Picture: https://www.globalnewslines.com/uploads/2025/10/e36351ca6feaca3f0fbd4bbd97fe03dd.jpg

Main Improve to the GLM Coding Plan

Alongside the brand new mannequin, Z.ai is concurrently implementing a significant improve to its GLM Coding Plan [https://z.ai/subscribe], which goals to offer customers with a top-tier coding expertise at a extremely aggressive worth. Present subscribers might be robotically upgraded to GLM-4.6 and can achieve entry to new options, together with picture recognition, search capabilities, and assist for over 10 mainstream coding brokers. For builders with high-volume wants, Z.ai can also be introducing the GLM Coding Max plan, providing 3 times the utilization of the Claude Max (20x) plan.

Persevering with the Progress Momentum

The discharge of GLM-4.6 builds upon the success of its predecessor, GLM-4.5, which was the primary single mannequin to natively combine reasoning, coding, and agentic capabilities. Following its launch, industrial API utilization on the Z.ai API platform grew by greater than tenfold. For extra technical particulars, please check with the GLM-4.6 technical weblog [https://z.ai/blog/glm-4.6].
Media Contact
Firm Identify: Z.ai
Contact Individual: Zixuan Li
E mail: Ship E mail [http://www.universalpressrelease.com/?pr=zai-launched-glm46-delivering-breakthroughs-in-coding-capabilities]Nation: Singapore
Web site: https://z.ai/subscribe

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