I think that it`s closer to 1/2 the % in velosity for the % increase in volume. Ie. a 10% increase in volume would get you a 5% increase in velosity. With the .257 Roberts, one of the more poplure to A.I., the parent case has a voulume of 52.43 cc of H2O. The .257 A.I. has a voulume of 59.35 cc of H2O. An icrease of 6.92 cc or of abt 13%. Hence you would expect a velosity increase of abt. 6.5% According to my Serria manual the fastest I can push an 87 grn. bullet with the .257 Roberts is 3,300 fps. With the .257 AI I can push it to 3,500 fps. , an increase of 200 fps or abt 6.25%. Ackley improved case have other advantages also. BUT, unless your very demanding, do alot of shooting, and want to put alot of money in a custom gun, the advantages are a mute point.