I have found for short term (2-3 hours) they make a big difference in how hot the interior gets, but for all day, interior temps not much difference, but steering wheel, dash and interior are more protected from UV, so less fade and cracking, and steering wheel no where near as hot.
A good window tint also makes a big difference.