A static character does not undergo any major changes within a story. A dynamic character will undergo major transitions.
Explanation:
For example: main characters are always dynamic as their purpose is to experience some sort of life changing event. Character development is happening and the character is growing.
A static character can be compared to a a secondary character, usually someone who helps the main character achieve previously mentioned life changing event or growth.