We have flown out of MSP to MBJ for at least the past 10 years. We start checking airfare the first day they become available ( 331 days before your return), and book when we think we got a good price. This year for our December trip we got on the first available date a fare of $449 each. Just keep checking until either you get the fare you are happy with or there are not too many seats left.