GLM-4.5 (Thinking): benchmark results

GLM-4.5 evaluated with thinking enabled. Provider: Zhipu. Released 2025-07-28. Access: Open.

Aggregate Rating 1617 ± 20, rank #657 of 2168 rated models, from 28 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
BenchTable - Utility77.7Weighted Score (%)93.8
LLM2014 Code 2025-09 - TypeScript8.89Score92.1
AgentNoiseBench (Search, Tool Noise)37Accuracy on 500 sampled 2WikiMultiHopQA and HotpotQA questio91.3
LLM2014 Code 2025-09 - C++5.62Score84.2
LLM2014 Code 2025-09 - Python7.15Score78.9
BenchTable - Reasoning62.4Weighted Score (%)78.8
AgentNoiseBench (tau2-bench, Tool Noise)49Success on a stratified 25 percent sample of tau2-bench task78.3
BenchTable60.8Total Score (%)71.7
AgentNoiseBench (VitaBench, Tool Noise)35Success on a stratified 25 percent sample of VitaBench tasks69.6
AgentNoiseBench (VitaBench, User Noise)37Success on a stratified 25 percent sample of VitaBench tasks69.6
AgentNoiseBench (tau2-bench, User Noise)63Success on a stratified 25 percent sample of tau2-bench task69.6
MedMT-Bench (Text Subset)40.85Accuracy (%) on the 285 text-only dialogues of MedMT-Bench's66.7

Interactive version: theaggregate.ai/model?slug=glm-4-5-thinking · How It Works · Data refreshed daily, snapshot 2026-10-20.