GLM-4.6V (Reasoning): benchmark results

GLM-4.6V evaluated with reasoning enabled. Provider: Zhipu. Released 2025-12-08. Access: Open.

Aggregate Rating 1580 ± 19, rank #766 of 2168 rated models, from 70 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
AA AIME 202585.33Accuracy (%)83.4
EDCT-Bench (Binary)57Counterfactual Consistency Score, binary (%; mean over cited80
EDCT-Bench (Rubric-Graded)59Counterfactual Consistency Score, rubric-graded (%; LLM-judg80
AA-Omniscience Hallucination Rate51.46Hallucination Rate (%)78.1
UGI - Writing39.66Writing Score70.7
UGI - Natural Intelligence28.9NatInt Score69.8
AA MMLU-Pro79.89Accuracy (%)66.7
AA-Omniscience Index - Health-26.9Omniscience Index57
AA-Omniscience Index - Humanities & Social Sciences-20.6Omniscience Index56.8
AA-Omniscience Index - Software Engineering (SWE) - Rust24Omniscience Index56.8
AA-Omniscience Index - Law-32.2Omniscience Index54.9
AA-Omniscience Index - Business-24.9Omniscience Index54.4

Interactive version: theaggregate.ai/model?slug=glm-4-6v-reasoning · How It Works · Data refreshed daily, snapshot 2026-10-20.