Yes, performance varies among databases. For example Acces is fine for smaller databases and more industrial-grade databases like SQL Server, MySQL, and Oracle are better for larger databases.
MySQL is more bare-bones tables than MySQL thus it's often considered faster but has less features which some advanced developers might use.
But another nice thing about MySQL is the price - basically free (open-source).