If you're using a brushed motor, the full battery voltage is probably being diverted around the ESC somehow, perhaps by a short somewhere on the circuit board. In a brushless system, this is not likely because a functioning ESC is needed to power the motor. Also, an ESC will not arm if it is seeing a full-throttle signal and will often go to programming mode instead.