Summary:
Instead of grabbing data from all time, using the dbinspect command will allow administrators to quickly determine how big an index is.  There are additional fields in the dbinspect, so explore that to gain other data pivots.

|dbinspect index=_internal | stats sum(sizeOnDiskMB) by splunk_server