It’s really “expected future revenue” that is the main metric.
Ballmer took over Microsoft at the height of the dotcom bubble valuations when pretty much everything in tech was overpriced. Any expectation that Microsoft's revenue would catch up to its inflated valuation in a short time frame was a great way to feel disappointed.
To that point, wasn't it Ballmer who really pushed for MS to spend $40B on Yahoo?