No, Challengers is not based on a true story. It's more of a fictional tale crafted to entertain and engage the audience, though it could draw inspiration from real-life experiences in a general way.
I don't really know. Maybe there's some truth to it, or it could be completely made up. It depends on how the author came up with the idea and the creative process behind it.