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GLM-5.2 posts the top open-weights score on a one-shot coding suite

An independent evaluation puts GLM-5.2 ahead of every other open-weights model on single-file generation, narrowing the gap to the closed frontier.


A fresh independent evaluation of one-shot, single-file code generation puts GLM-5.2 at the top of the open-weights field, ahead of the previous open leaders and within striking distance of the closed frontier models on the same tasks.

  • The suite grades self-contained HTML and small game builds, the same category the coding arena runs.
  • GLM-5.2 still trails Opus 4.8 and Fable 5 on the hardest simulation briefs, but the margin narrowed sharply versus the prior generation.
  • Because Z.ai has not published per-token output pricing, cost-per-task comparisons remain incomplete.

Benchmarks like this measure a graded suite, not preference. The arena answers the other half: open the coding arena, put GLM-5.2 against a frontier model blind, and vote on which output you would actually ship.

Based on: Benchmark writeup · Z.ai
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