it can depend a lot on the vehicle. If you purchase a high quality kit such as Injen, or AEM they may actually do dyno pulls. Some of their kits might show something like 4hp, other much better. I've seen numerous dyno charts from owners (not manufactures) to verify gains. Every dyno reads difference, and you will not see a claimed 15 hp from everyone's pulls, but some do have some positive effect.