Perhaps bring a tape measure the next time you fly on those planes, so that you can measure the carryon spaces?
Also, beware that the different seats may have different size carryon spaces. For example, window seats in some planes may have less space due to the plane's curvature. The seat support locations may also result in different size spaces under the middle and aisle seats.