The textual references are tricky around Mary Magdalene vs. Mary of Bethany, but I believe they were the same person.

https://jamestabor.com/was-mary-magdalene-the-same-person-as-mary-of-bethany-a-guest-post-from-jeffrey-butz/

https://medium.com/p/5f8f759e0e21