The Colorado Rockies selected Lavigne with the 42nd overall selection in the 2018 Major League Baseball draft.[7][8][9] He signed with the Rockies for a $2 million signing bonus and was assigned to the Grand Junction Rockies of the Rookie-level Pioneer League.[10][11] Over 59 games for Grand Junction, he slashed .350/.477/.519 with six home runs, 38 RBI, and 12 stolen bases.[12] Lavigne spent the 2019 season with the Asheville Tourists of the Single-A South Atlantic League, batting .236/.347/.327 with seven home runs and 64 RBI over 126 appearances.[13][14]
Lavigne did not play in a game in 2020 due to the cancellation of the minor league season because of the COVID-19 pandemic.[15] He split the 2021 season between the Fresno Grizzlies of the Low-A West and the Spokane Indians of the High-A West.[16] Over 104 games between both teams, he slashed .264/.380/.412 with nine home runs, 58 RBI, and 18 doubles.
Lavigne returned to Spokane to begin the 2022 season. In 68 games, he slashed .315/.406/.469 with five home runs and 38 RBI. Midway through the season, Lavigne was promoted to the Double-A Hartford Yard Goats of the Eastern League.[17][18] With the Yard Goats, Lavigne batted .245 with five home runs in 57 games. In the offseason, Lavigne played for the Salt River Rafters of the Arizona Fall League.[19] He slashed .328/.409/.557 in 17 games with seven doubles, two triples and one home run.[20] Lavigne returned to Hartford for the 2023 season where he batted .227 with 17 homers and 51 RBI over 125 games.[21]
Lavigne opened the 2024 season with the Triple-A Albuquerque Isotopes.[22] In 130 appearances for Albuquerque, he batted .243/.359/.426 with 18 home runs, 53 RBI, and nine stolen bases. Lavigne elected free agency following the season on November 4, 2024.[23]
On May 3, 2025, Lavigne signed with the Charros de Jalisco of the Mexican League.[24] In 18 appearances for Jalisco, Lavigne batted .196/.305/.373 with three home runs and seven RBI.
On May 28, 2025, Lavigne was traded to the Olmecas de Tabasco of the Mexican League in exchange for José Félix.[25] In two games for Tabasco, he went 1-for-6 (.167). Lavigne was released by the Olmecas on June 5.[26]
On April 20, 2026, Lavigne signed with the Gastonia Ghost Peppers of the Atlantic League of Professional Baseball.[27]
