Excel Splitter is a desktop application that can split Excel sheets based on a selected column's values.
Downloadable builds are available on the releases page.
Select an Excel workbook, sheet name, and column header. A new directory named after the selected column header will be created alongside the source workbook. A new sheet will be created for every unique value in the selected column. These resulting sheets will be saved in new workbooks inside the aforementioned directory.