SDMetrics

SDMetrics is the open-source library for evaluating synthetic data. It powers SDV's Quality, Diagnostic, and Privacy reports. Posts tagged here explain individual SDMetrics metrics — how they are computed, what their scores mean, and when to use them.

SDMetrics

How do you measure if synthetic numerical data is realistic?

Jul 14, 2026

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1 min read

How do you measure if synthetic numerical data is realistic?

KSComplement turns a statistical test from the 1930s into a single 0-to-1 score for synthetic data quality.

Nemanja Vujic

SDMetrics

How do you measure if synthetic numerical data is realistic?

Synthetic data tips, tricks, guides and explainers from DataCebo.