AI Research Atlas

GLM-5.2

Zhipu AI / Z.ai · 13 June 2026

Z.ai's flagship GLM with, for the first time, a solid 1M-token context; 62.1 on SWE-Bench Pro and 40.5 on HLE, MIT-licensed, weights following three days after subscriber launch.

A 753B-parameter MoE (per the HF card), with IndexShare cutting per-token FLOPs 2.9x at 1M context. Z.ai says it trails Claude Opus 4.8 by about 1% on FrontierSWE. Went to Coding Plan subscribers on 2026-06-13; API and weights on 2026-06-16.

Date
Saturday, 13 June 2026
Lab
Zhipu AI / Z.ai
Kind
open-weights
Access
open weights

Figures

MeasureValueMeasured by
SWE-bench Pro62.1
vs GLM-5.1 58.4
company
Terminal Bench 2.182.7
best reported harness; 81.0 with the Terminus-2 harness vs Opus 4.8 85.0 (HF card and docs agree)
company
GPQA-Diamond91.2company
Humanity's Last Exam40.5company
Context window1M tokenscompany

2026-06-13 subscriber launch per aggregator reports, 2026-06-16 per Z.ai release notes and HF repo. Terminal Bench 2.1 differs between HF card (82.7) and docs (81.0). A claimed Artificial Analysis Intelligence Index of 51 comes only from secondary reports.

Sources

  1. huggingface.co/zai-org/GLM-5.2
  2. docs.z.ai/guides/llm/glm-5.2
  3. docs.z.ai/release-notes/new-released
  4. docs.apiyi.com/en/news/glm-5-2-launch
  5. simonwillison.net/2026/Jun/17/glm-52/

This record was checked and corrected against its sources on 6 October 2026. How we check

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