This chart
http://hyperphysics.phy-astr.gsu.edu/hbase/Nuclear/alptun.html#c1
indicates that lower energy alpha particles have much longer half-lives. I am interpreting 'energy' to be a calculation based on the mass of an alpha particle and its velocity. So another way to read that graph might be to say that faster moving alpha particles have shorter half-lives. That is counterintuitive because a faster alpha particle will have more collisions per second and so should have a higher probability of being neutralized by an electron or captured by another atom.
So why do faster alpha particles live such short lives? A quote comes to mind from Lao Tzu — 'The flame that burns Twice as bright burns half as long.'