Theoretically PNaCL code should be executing much faster than emscripten-generated Javascript. Of course we should do real benchmarks, YMMV and so on.
A 2x performance difference means your phone lasts 3 hours instead of 1.5 hours when playing that game. This is a huge, huge difference. Battery-powered devices make performance extremely important.