Comparing your lead source performance is easy with Standard & Advanced Reporting.

To utilize the source comparison filter (where available) click the word Source in the upper right of the report header:

The report will display metrics by source descriptions or source description groups if utilized.

If using source description groups you can toggle groups off or on using the Grouped toggle.