How to hunt for a Moxie Gyarados as fast as possible

[Karyoplasma]

You could also use a low level Gastly (learns Sucker Punch at 22 and Payback at 26 for 15 total PP). Since it's a Ghost type it can always successfully flee from battle and it is also immune to all of Magikarps attacks (less healing required).