As we posted last week this has now been confirmed. The Final Season 2 will consist of just 4 Episodes.
Looks like Amazon have renewed A League of Their Own for a 2nd Season.
Production Weekly is reporting that Production is in Active Development.
We'll post official confirmation if/when Amazon makes the announcement official.