OK I have the same ESC I think, let's begin, my esc beeps twice, once saying "power on" which is the first time. Then it beeps again saying "got signal PUNCH IT" if it doens't have signal it won't go, this sounds like the problem. I'll say that the plug is in the wrong spot, I used number four, so it should go right next to the tail servo plug in the Rx. PLEASE don't put the gyro on the motor, that's a mistake I made as both of the wires going to the two look the same. ALSO a common problem is having the plug in backwards, so flip it around and re-plug.

PS: the power wires should be in parallel (patched directly into) the wires that go into the battery female connector.