Generally speaking, Credit Unions have lower interest rates on loans and credit cards, and higher interest rates on deposits (Savings, CDs, etc) compared to Banks. On the down side, they are usually...
Most people who have associated with both will tell you that the credit union is better.
There are many benefits to having a membership with a credit union that a bank does not offer.