Qwen Code plus GLM-5.2 looks useful for cheaper coding agents
Qwen Code is being used less as a tool only for Qwen models and more as a general harness for running . It gives builders a ready place to plug in models such as GLM-5.2 and test coding, review, repair, and tool-use workflows without building a new setup first. GLM-5.2 was released on June 16 and is described as keeping the same broad shape as GLM-5.1, with 744B total parameters and 40B , while staying at the same listed price of $1.40 per million input tokens and $4.40 per million output tokens.
Its reported scores moved sharply: Intelligence Index rose from 40 to 51, SWE-bench Pro reached 62.1%, and improved 17.5% over GLM-5.1. On SWE-rebench, GLM-5.2 scored 51.1% while using 2.62M tokens, placing it near xhigh at 56.5% and 2.48M tokens, and above at 49.5% and 1.85M tokens. Small agent app tests compared GLM-5.2 with Kimi K2.7 Code across code, design, and game tasks, including self-review and up to three repair attempts.
Another real project test used GLM-5.2 through OpenRouter for a multi-file app, citing MIT weights, a 1M context, and roughly $1 per million input tokens and $4.20 per million output tokens on that route.
Key points
- Qwen Code can act as a general harness for , not only Qwen models.
- GLM-5.2 kept similar size and pricing to GLM-5.1 while posting stronger coding scores.
- On SWE-rebench, GLM-5.2 scored 51.1% using 2.62M tokens.
- Agent-style tests looked at building, reviewing, repairing, tool use, and context handling across steps.
- For cost control, track successful task completion and total tokens spent, not just model list price.
Sources covering this story (7)
- r/LLMDevsQwen Code plus GLM-5.2 looks useful for cheaper coding agents ↗
- nodobys/Claude-Sonnet-5-Free-Desktop-APPnodobys/Claude-Sonnet-5-Free-Desktop-APP: GLM-5.2-Free open-weight 744B MoE LLM by Z.ai (MIT license). Rivals GPT-5.5 & Claude on SWE-bench coding benchmarks. 1M-token context, free API via Cloudflare ↗
- r/LLMDevsGLM-5.2 dropped a couple weeks ago and the upgrade was a config change, not a migration ↗
- r/LLMDevsRunning ZCode inside a Podman container on macOS ↗
- r/LLMDevsI tested GLM-5.2 and Kimi K2.7 Code through small agent apps ↗
- r/LocalLLaMASWE-rebench leaderboard update: GLM-5.2, Qwen3.6-27B, Qwen3.6-35B-A3B, Gemma 4 31B and more + improved UI ↗
- r/LLMDevsGLM 5.2 on a multi-file computer vision project implementation: integration notes after using it through OpenRouter ↗