In RTW my Calvary are definitely faster than infantry... as long as they are set to "run" instead of "walk"... it's just that this tires them out faster... in walk mode they are the same speed as the infantry I've found... when everyone marches at the same pace.

I can usually chase down fleeing infantry unless they are very far away and very close to the border of the battle...

Addbo