incredulous, incredible
The word incredulous means “skeptical” or “disbelieving.”
The word incredible means “implausible” or “unbelievable.” It is often used, indeed overused, to describe something that astounds.
Example: The incredible rise of the Cubs all the way to the World Series was unexpected by most of its normally incredulous fans.