T.F.
You may want to try a jogging stroller (even if you don't jog). They are generally longer and in a somewhat recline position so a larger child is more comfortable sleeping while still being able to look out and see what's going on when he's awake. There are reasonably priced joggers out there, you don't have to spend a fortune on a Phil and Ted. Try a consignment or resale shop too.