Report sprawl is a common problem in Power BI environments, with many reports differing only slightly from one another. Report Similarity in Measure Killer makes it easy to find, compare, and clean up these near-duplicates using clear similarity scores and detailed comparisons.

Many Power BI environments suffer from semantic model sprawl: dozens of models that appear almost identical, yet differ just enough to make cleanup risky. Manually comparing these models doesn’t scale and often relies on guesswork. This article introduces Model Similarity in Measure Killer, a practical approach to identifying, comparing, and understanding redundant semantic models using objective similarity scores.

Power BI models can become hard to understand when they contain many relationships. This makes it difficult to know how slicers and filters affect visuals and DAX results. To solve this, Measure Killer 2.9.2 introduced the Table relations feature, which shows all possible ways one table can filter another.

This blog post shows a smart way to know the size of your semantic model before you publish it and refresh it in a Power BI workspace. To avoid errors and hittin the max. allowed.