Yes, some Shakespearean characters are classic -- who can forget Falstaff or Shylock or the glorious Henry V -- but many of them are drawn from historical antecedents, not necessarily Shakespeare's own mind. Dickens' characters are every bit as notable, but are entirely his own creations.
They may have been historical characters but Shakespeare animated them. It’s not like there were any recordings or real knowledge of what they were like.