The teams battled through three scoreless period before defenseman Joel Sowada of River Lakes scored from the point at 4:59 of the first overtime.
Fergus Falls ends the season with a record of 11-14-1.
River Lakes will face top-seeded St. Cloud Cathedral at 4:00pm Saturday at the MAC in St. Cloud.