So, I chose to use KineticJS for personal purposes, just because I didn't find it easy to use EaselJS (after trying of course). KineticJS is more flexible as a library, and there's more labs and tutorials, in addition to the amount of things I found in SO.
Choices are always based on personal opinions. Just leaving this answer for future users.