Yeah, that's Baseball Stars with the money. Basically, you played the Lovely Ladies a ton to bring more fans to the stands.
Baseball Stars II for Neo Geo was a ton of fun. That's what the arcade game was too, basically just the Neo Geo game in a big case that made you pop in 3 quarters to play 3 more innings. You can find a Neo Geo emulator and find a rom of BSII. The NES version of Baseball Stars II kind of sucked.