No problems for me running Recalbox with my Picade!
The only thing was that the Arduino board was recognized as a keyboard and Recalbox needs joystick support In-Game. Therefore I have written an alternative firmware you can use.
Cannot tell you about the pros and cons because I used Recalbox since day one…