Well, it is my field, and while you could figure out all the probabilities and distributions analytically, it's also a super easy problem to simulate.
When playing WiS, similar questions come up often, in my mind at least. Take thejuice6's tournaments, where the exact same team might play in two or more rounds of a tournament and have a vast change of fortune from one round to the next. Or simply wondering how pumped up you should be about winning 100 games, or how bummed about losing 100.
Anyway, I've thought about it a lot, but with it coming up in this thread I've finally been motivated to write a simulation. Took all of about 10 minutes to write and a minute to run 1000 simulated seasons.
(It took longer to type up the results!)
24 teams playing a standard WiS season--every game a 50/50 proposition:
Mean number of wins in best record: 93.75
Mean number of losses in worst record: 93.58
(This is actually symmetric, of course. The difference here is sampling 1000. More are needed for a more exact answer.
Mean range between most and least wins: 25.33
Mean standard deviation: 6.45
(schwarze -- is the standard deviation you reported above for *projected* wins?)
Maximum number of wins: 104 (3 times)
Maximum number of losses: 105 (4 times)
Number of "leagues" with at least one 100-game winner: 47 (4.7%)
Number of "leagues" with at least one 100-game loser: 43 (4.3%)
(these are actually symmetric, as well)
Number of "leagues" with both 100-game winner and 100-game loser: 1
So, what else do you want to know?