I personally think the battery days are over. There's too much worry involved with 9 volts in my opinion. I want to know all my pedals are going to work when I play.
Now powering a variety of pedals is tough. See the pic of my board attached. Sorry it's not directly of the board, but I didn't have any better pictures. Here are my pedals and their requirements, in the order of the pedal chain:
TCElectronics PolyTune 3 - 9 VDC - Low Amps
Markbass Compressore - 12 VDC - 650 mA
Markbass Super Synth - 12 VDC - 500 mA
JHS Pedals Colourbox Preamp - 18 VDC - Low Amps
Providence Anadime Bass Chorus - 9 VDC - Low Amps
Not in bass pedal chain:
Boss FS-6 Footswitch - 9 VDC - Low Amps
AirTurn BT106 - Rechargable Battery
Powering all of it, I decided to get a Walrus Audio Aetos. It provides 9 VDC to the 9 VDC pedals, and I can tie two 9 volt outputs together for one 18v output for the JHS Colourbox. The Aetos also provides an additional outlet on the Power Supply intended for wall warts. I used a low profile plug, 18 inch extension cord and put the 12 volt Markbass wall wart under the board. I attached a power splitter to this wall wart and that powers the 2 Markbass pedals. The FS-6 is using a OneSpot 9 volt battery adapter that goes from a 9 VDC barrel plug to a 9 volt battery connector.
All in all, my whole board runs off of one power cable, so that's my reasoning.