The two airlines most popular with KAYAK users for flights from Bogotá to Melbourne are LATAM Airlines and United Airlines. With an average price for the route of $2,355 and an overall rating of 7.5, LATAM Airlines is the most popular choice. United Airlines is also a great choice for the route, with an average price of $1,991 and an overall rating of 7.4.