Qatar CEO Akbar Al Baker revealed plans for the ultra-long haul in an interview with Bloomberg Business at last week's Bahrain Air Show.
Boeing 777-LR aircraft would be used to make the trip, Bloomberg Business reported. The aircraft can carry 259 passengers.
No word yet on when the airline might start the service.
Currently, the world's longest flight is operated by Qantas between Dallas-Fort Worth and Sydney, according to statistics portal Statista.com.
At 16 hours and 55 minutes (8,577 miles/13,804 km), the Qantas flight's duration falls short of Qatar's proposed Doha-Auckland route (9,034 miles/14,539 km) by more than an hour-and-a-half.
Setting records for flight distance or duration is a moving target. Emirates Airline is set to eclipse current frontrunner Qantas in the spring, when it launches a route from Dubai to Panama City, Panama, that would last 17 hours and 35 minutes.
And Singapore Airlines, which held the record for the longest nonstop flight until 2013, has considered taking the title back with possible resumption of its nearly 19-hour flights between New York and Singapore.
Flying from New York to London in 11 minutes