There has been public pressure for the game to be staged at home because it marks the centennial anniversary of the proclamation of the Turkish republic.
The Turkish Super Cup, which is played between the league champion (Galatasray) and cup winner (Fenerbahce), is currently due to be held at Al-Awwal Park Stadium in Riyadh.
It's a rare pushback in soccer against playing games in Saudi Arabia. The oil-rich kingdom has moved in recent years to stage more international games and tournaments ahead of the men's World Cup it is all but certain to host in 2034.
Fenerbahce put forward a motion at a board meeting on Sunday for the Super Cup to be played at the Ataturk Stadium in Istanbul, where last season's Champions League final took place, or the Samsun 19 Mayıs Stadium, the home of Samsunspor. The proposal was accepted unanimously, the club said.
Samsun, on the Black Sea coast, is where Mustafa Kemal Ataturk launched the war of independence and went on to establish the Turkish Republic from the ruins of the Ottoman Empire on Oct. 19, 1923.
The issue was also on the main agenda of a Galatasaray board meeting on Monday, with the club saying it wants the game played "in the Turkish homeland, which our ancestors won and protected with their blood, lives, ideas and wisdom."
It wants young people to "watch the match in the lands they own and experience this feeling within the borders of the Republic of Turkey in the 100th anniversary of our Republic, with national consciousness, regardless of which team they support."
Spain and Italy have also held their Super Cups in Saudi Arabia in recent years.