In their inaugural season, despite having eventual all-star Jaypee Belencion, the Voyagers only managed to win eight out of 25 games, tied with Mandaluyong.

In the 2019–20 season, Pasay acquired Dhon Reverente, who would lead the Voyagers to a 17–13 record and an 8th-place finish, clinching them a playoff spot.

In the playoffs, the team would be swept by the defending champion San Juan Knights.

In their returning season, they managed to improve on previous performance.

Yet again, they faced another defending champion in the playoffs, this time being the Nueva Ecija Rice Vanguards.