For everyone who has been frustrated by this (like me), use the data engineering tools instead of right-click/Statistics from the attribute table like you would in ArcMap.
When you have your features selected, right-click the layer in the table of contents, and choose Data Engineering. Then drag the field you're interested in into the box. This method will give you the accurate sum of shape area.