I've worked on making performance improvements across all tiers, and in a variety of ways within any given tier, during the course of my career and one thing I can say with a good degree of certainty is that it gets more challenging as you get closer to your goal. Reducing a page rendering time from 3 seconds to 1 second is a whole lot easier than reducing it to 900ms, then to 800ms, and then to 50ms!