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Power BI's advantages over Excel
Although Power BI Desktop and Excel 2016 both contain the same data transformation and modeling BI engines (M and DAX, respectively), features exclusive to Power BI Desktop and the features in the Power BI Service exclusive to datasets created from Power BI Desktop create an incentive to migrate existing Excel data models and queries to Power BI Desktop. At the time of writing, those top incremental features and benefits are the following:

The maximum size of an Excel dataset that can be published to Power BI is 250 MB, compared to 1 GB for Power BI Desktop. With Power BI Premium, even larger Power BI datasets will be supported (ie 10GB, 100GB). Additionally, Excel reports created via connections to external data sources such as Analysis Services databases or published Power BI datasets are not interactive when published to Power BI (that is, slicers or drill down) and their data does not update with refreshes to the source dataset. Therefore, only Excel reports based on the more limited Excel data model can be published to include interactivity and the scheduled refresh. Additionally, new features added or improved in Power BI Desktop's monthly update cycle such as new M or DAX functions become available to Excel in Office 365 subscription updates. Thus, even with the latest Office 365 update, new features may not be available in Excel for months.