I prefer the PSP since, well, it's like a pocket PC with PS2 graphics for me (due to homebrews).
The screen size is twice as big, which is a big plus for me, and the system is a lot more powerful then the DS (in terms of speculations for the future and whatnot).
The battery lifetime is not an...