to me, there is a huge difference...i was on Atkins for 3 years then switched to Paleo at the beginning of this year. though the food lists are similar, Paleo focuses on whole natural foods. my only issue with Atkins is they promote chemicals & artificially processed foods. but getting in ketosis is the goal with both.
however, the most important thing is that it's a diet you can stick with.