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GLM-5.3

Zhipu AI (Z.ai) · 2026-08-14 · 753.3B parameters

GLM-5.3 is Z.ai's open-weight post-training update to the GLM-5.2 base model, focused on complex coding and long-horizon tasks. Its reasoning effort supports low, high, and max, with max as the documented default. The released configuration supports 1,048,576 context positions and uses a 78-layer DeepSeek Sparse Attention backbone; compatibility KV-head fields are not treated as conventional GQA heads. Z.ai launched it on August 14, 2026 for all GLM Coding Plan users, with the API marked coming soon; its release notes date the API release to August 18, and the Hugging Face weights followed later in August.

Benchmark scores

BenchmarkScore
AA-3D v1.0 Elo783
AA-AnalystAgent (pass@1)55.3
AA-AnalystAgent (pass@5)71.3
AA-AnalystAgent (pass^5)38.8
AA-Briefcase Elo1505
AA-Briefcase v1.1 Elo1504
AA-LCR v1.172.7
AA-Omniscience Index14.3
AA-Omniscience v1.1 Accuracy32.3
AA-Omniscience v1.1 Hallucination Rate38.9
AA-Omniscience v1.1 Index6.0
AdvancedIF78.2
AdvancedIF (rubric mean score)95.0
Agent Red Teaming k=100 (CAIS)69.2
Agents' Last Exam ALE-CLI Pass Rate28.5
Agents' Last Exam v1.1 (ALE v1.1)26.2
Agents' Last Exam v1.1 Score53.2
AIM Consistency92.8
AIM Grounding69.3
AIME 2025100.0
ALE-Bench1937
Antidote: Everyday Edition1067
APEX (Mercor)16.6
APEX-Accounting53.1
APEX-Accounting Pass@19.2
APEX-Agents 1.166.2
APEX-Agents 1.1 Corporate Law (68-task image-free slice)81.4
APEX-Agents 1.1 Pass@156.6
APEX-SWE45.6
APEX-v1-extended63.0
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