In my experience yes. Several years ago I bought a NAD 80 watt integrated and returned it for the another NAD integrated rated at 150 watt and the difference was significant.
If you are upgrading within the same manufacturer and product family - watts and headroom increasing is realistic
If you are upgrading within the same manufacturer and product family - watts and headroom increasing is realistic