| 100% | COLDPLAY | 8 | Billboard Music Award winner for "Ghost Stories" who was the halftime headliner at the Super Bowl in 2016 |
| 76% | KATYPERRY | 9 | American Music Award winner for "Dark Horse" who was the halftime headliner at the Super Bowl in 2015 (2 wds.) |
| 70% | BEYONCE | 7 | NAACP Image Award winner for "Spirit" who was the halftime headliner at the Super Bowl in 2013 |
| 70% | MADONNA | 7 | Golden Globe Award winner for "Evita" who was the halftime headliner at the Super Bowl in 2012 |
| 70% | LADYGAGA | 8 | Academy Award winner for "Shallow" who was the halftime headliner at the Super Bowl in 2017 (2 wds.) |
| 62% | BRUNOMARS | 9 | Grammy Award winner for "That's What I Like" who was the halftime headliner at the Super Bowl in 2014 (2 wds.) |
| 44% | COLDPLAY | 8 | "Clocks" band who was the featured act in the 2016 Super Bowl halftime show |
| 42% | JIMPLUNKETT | 11 | 1970 Heisman Trophy winner who was the Super Bowl MVP for the Oakland Raiders in 1981 (2 wds.) |
| 42% | ROGERSTAUBACH | 13 | 1963 Heisman Trophy winner who was the Super Bowl MVP for the Dallas Cowboys in 1972 (2 wds.) |
| 41% | DESMONDHOWARD | 13 | 1991 Heisman Trophy winner who was the Super Bowl MVP for the Green Bay Packers in 1997 (2 wds.) |
| 41% | MARCUSALLEN | 11 | 1981 Heisman Trophy winner who was the Super Bowl MVP for the Los Angeles Raiders in 1984 (2 wds.) |
| 39% | USHER | 5 | One-named "My Way" singer who was the headline performer at the 2024 Super Bowl halftime show |
| 39% | VON | 3 | Linebacker Miller who was the Super Bowl MVP in 2016 |
| 38% | BRUNOMARS | 9 | "24K Magic" singer who was the featured act in the 2014 Super Bowl halftime show: 2 wds. |
| 38% | KATYPERRY | 9 | "Dark Horse" singer who was the featured act in the 2015 Super Bowl halftime show: 2 wds. |
| 38% | LADYGAGA | 8 | "Poker Face" singer who was the featured act in the 2017 Super Bowl halftime show: 2 wds. |
| 38% | NICKFOLES | 9 | Eagles backup QB who was the unexpected winner of the 2018 Super Bowl MVP Award: 2 wds. |
| 37% | SHANIATWAIN | 11 | "That Don't Impress Me Much" singer who received the Billboard Women in Music Icon Award in 2016: 2 wds. |
| 36% | BEYONCE | 7 | "Crazy in Love" singer who performed at the 2013 Super Bowl Halftime show |
| 36% | SHANIATWAIN | 11 | "That Don't Impress Me Much" singer who was honored with the "Billboard" Women in Music Icon Award in 2016 (2 wds.) |
| 36% | JORDINSPARKS | 12 | Season 6 "American Idol" winner who sang the National Anthem at the 2008 Super Bowl in her hometown of Phoenix: 2 wds. |
| 36% | BADBUNNY | 8 | "Soy Peor" singer who will perform at the halftime show of Super Bowl LX |
| 35% | TAYLORSWIFT | 11 | "Love Story" singer-songwriter who won the award for Top Female Artist in Billboard 2018: 2 wds. |
| 35% | TIMBERLAKE | 10 | Justin ___, singer who won Video of the Year for "Mirrors" at MTV Video Music Awards in 2013 |
| 35% | KATY | 4 | Singer ___ Perry who won Video of the Year Award for "Firework" at MTV Video Music Awards in 2011 |
| 35% | SOLANGEKNOWLES | 14 | 12-Across and 28-Across singer who was the first recipient of the "Billboard" Women in Music Impact Award (2 wds.) |
| 35% | KATY | 4 | Perry who performed at the Super Bowl XLIX halftime show |
| 35% | DRE | 3 | "Dr." who performed at the Super Bowl LVI halftime show |
| 35% | GAGA | 4 | Lady ___, singer who won the Video of the Year for "Bad Romance" at MTV Video Music Awards in 2011 |
| 35% | RITA | 4 | ___ Moreno, Puerto Rican actress who is known for her role in the Academy award-winning movie "West Side Story" |