After the update on Sep 28th, it has been current league which determines the ranked battle rewards.
You can read the update here
@splinterlands/game-economy-and-reward-updates
I personally never tried bots before, so I can't give any comment.
But thanks for the helpful insight.
Cheers.
!PIZZA