From drink + -athon.
drinkathon (plural drinkathons)
- (informal) A prolonged session of drinking alcohol.
2004, Robert Reid, Central America on a shoestring, page 52:The Weary Traveler has a messy Sunday night barbecue/drinkathon that attracts folks staying at the beach.