Is AT or GC content important in electrophoresis? Will it make a difference in running speed if we run samples of same no of bases but different AT - GC content ?

It does make a difference on polyacrylamide. A and C are faster while G and T are slower.

Image from publication:

!enter image description here

The "standards" are AAA/TTT/GGG/CCC molecules.