Is there an entrance fee for the park itself?

No fee for the park, but there is a fee for paddle boats at the lake.

No fee, absolutely free to get in. Gates open til 10pm.

And a charge for horseback riding.

Not for the park, but yes for the beach and the boats.

No entrance fee at all