Paul - you're lucky with that kind of performance! With dark paint, multiple slide outs, full sun and 40' of linear space to cool 24,000 BTU barely (or doesn't) keeps up with the heat gain in 90 degree temps.
Basement air was probably very adequate with units of <40', no slide outs or one slide out and white bodies with a few decals. With dark paint and lots of interior area, it just isn't enough BTUs of cooling power. With 60,000+ miles of experience with our Horizon (and two different basement units), and hot weather experience from humid Florida to 112 degree temps in Gila Bend, AZ I have ample experience to report.
The perfect solution for us was to add 13,500 BTUs of roof air - that has made a humongous difference in our comfort and now we can quickly cool down a hot coach after a hot day on the road, or keep it cool in hot weather.