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GLM-5.2

Zhipu AI (Z.ai) · 2026-06-16 · 753.3B parameters

GLM-5.2 is Z.ai's open-weight flagship text model for long-horizon work, released June 16, 2026, with a 1,048,576-token context window and multiple thinking-effort levels. Its released 78-layer MoE checkpoint contains exactly 753,329,921,024 model parameters and uses DeepSeek Sparse Attention over MLA with IndexShare, which reuses the same indexer across every four sparse-attention layers. Z.ai releases it under MIT without regional restrictions.

Benchmark scores

BenchmarkScore
A-Fantasia68.3
A-Fantasia Backwards Spelling77.0
A-Fantasia Chess56.0
A-Fantasia Cube Rotation72.0
AA-LCR71.3
AA-Omniscience Index4.0
Agent Red Teaming k=100 (CAIS)71.0
Agents' Last Exam (ALE)20.4
Agents' Last Exam ALE-CLI Pass Rate23.8
Agents' Last Exam ALE-CLI Score43.4
Agents' Last Exam Full-Spectrum Pass Rate18.2
Agents' Last Exam Full-Spectrum Score37.0
Agents' Last Exam Last-Exam Pass Rate2.6
Agents' Last Exam Last-Exam Score12.9
Agents' Last Exam Near-Term Pass Rate32.8
Agents' Last Exam Near-Term Score59.1
Agents' Last Exam Overall Score40.6
Agents' Last Exam Unlicensed Full-Spectrum Pass Rate18.0
Agents' Last Exam Unlicensed Full-Spectrum Score36.8
Agents' Last Exam Unlicensed Last-Exam Pass Rate3.3
Agents' Last Exam Unlicensed Last-Exam Score13.0
Agents' Last Exam Unlicensed Near-Term Pass Rate32.8
Agents' Last Exam Unlicensed Near-Term Score59.1
Agents' Last Exam Unlicensed Overall Pass Rate22.0
Agents' Last Exam Unlicensed Overall Score42.4
AHK-Eval66.7
AHK-Eval Algorithms66.7
AHK-Eval Data Structures66.7
AHK-Eval Date and Time66.7
AHK-Eval Easy75.0
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