If you think probability can't change over time you need to learn about Bayesianism.

Manifold predicts generally better than Polymarket, but Polymarket is still quite accurate, accurate enough that I doubt I could do better myself, and doubt most people could do better.

Obviously an efficient prediction market should have accurate predictors make money off of less accurate predictors. Not sure what you mean by that.