GLM-4.6V (Non-reasoning): benchmark results

GLM-4.6V evaluated with reasoning disabled. Provider: Zhipu. Released 2025-12-09. Access: Open.

Unified ELO 1477 ± 1, rank #985 of 1761 rated models, from 39 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
UGI - Natural Intelligence32.31NatInt Score78.1
UGI - Writing35.21Writing Score55.6
UGI Leaderboard34.72UGI Score50.9
AA Omniscience-37.63Score49.7
AA Omniscience - Software Engineering (SWE)23.2Accuracy (%)43.1
AA Omniscience - Health18.6Accuracy (%)42.7
AA TAU-2 Bench30.7Accuracy (%)37.8
AA Omniscience - Science, Engineering & Mathematics24.8Accuracy (%)37.1
AA-Omniscience Accuracy17.4Accuracy (%)36.8
AA Omniscience - Humanities & Social Sciences16.8Accuracy (%)36
AA Global-MMLU-Lite - Yoruba45.33Accuracy (%)35.1
Artificial Analysis Intelligence Index5.24Intelligence Index35

Interactive version: theaggregate.ai/model?slug=glm-4-6v-non-reasoning · How It Works · Data refreshed daily, snapshot 2026-09-05.