Odd catch when under load

My bike recently started "catching" at the same spot in the crank. It's like a little bump on each revolution. Does not appear when on the rack. If I pedal past it, back pedal, then pedal past it again it does not appear. Only happens on full revolution regardless of gear on rear cassette.

Any ideas?