ResearchBenchmarksProbabilistic Mixture Modeling on Industrial pump equipment inspection data 1991-2025Follow5Execution TimeADVI4.925.4666.54Apr 27, 2026Evaluation ResultsMethodMethodLinksExecution TimeSpeedupMean μ1Mean μ2Mean SeparationMax R-hat (μ)Min ESS (μ)Cluster 1 ShareCluster 2 ShareConvergence StatusADVIInference Method=ADVI,...Inference Method=ADVI, Number of mixtures (K)=2, Iterations=20k, Draws=3k2026.045840.9800.98——72.927.1—NUTSInference Method=NUTS,...Inference Method=NUTS, Number of mixtures (K)=22026.04713.520.884.41.281739.660.4—