I use a Radial passive DI box with a splitter most gigs, but occasionally DI out of the back of my amp (pre EQ) so the front of house sound can be set differently to what I need to hear on stage.
If you use a splitter just think carefully about how/where you tune (if you do this between songs for example) as you may not want the audience to hear you dropping down to D or whatever you do.