| 100% | DIDO | 4 | British singer who collaborated with Eminem on "Stan" |
| 73% | DIDO | 4 | Singer of "Thank You" who collaborated with Eminem on "Stan" |
| 72% | ESTELLE | 7 | British singer who collaborated with Kanye West on the 2008 hit "American Boy" |
| 59% | SZA | 3 | Singer who collaborated on "Luther" with Kendrick Lamar |
| 58% | EDSHEERAN | 9 | Singer who collaborated with Beyoncé on the 2017 #1 hit "Perfect Duet": 2 wds. |
| 56% | THEWEEKND | 9 | Singer who collaborated with Ariana Grande on their 2014 top 10 song "Love Me Harder": 2 wds. |
| 56% | CAMILACABELLO | 13 | Singer who collaborated with Machine Gun Kelly in 2017 on the #4 hit "Bad Things": 2 wds. |
| 56% | KATYPERRY | 9 | Singer who collaborated with Snoop Dogg on the 2010 No. 1 Billboard hit "California Gurls" (2 wds.) |
| 56% | CIARA | 5 | One-named singer who collaborated with Missy Elliott on "1, 2 Step" and "Lose Control" |
| 54% | SHEILAE | 7 | Singer/percussionist who collaborated with Prince on "Purple Rain" (2 wds.) |
| 54% | DOLLYPARTON | 11 | Country Music Hall of Fame singer who collaborated with 15-Across and 43-Across on "Trio" (2 wds.) |
| 54% | LINDARONSTADT | 13 | Rock and Roll Hall of Fame singer who collaborated with 15-Across and 28-Across on "Trio" (2 wds.) |
| 54% | JIMMIEALLEN | 11 | "Best Shot" singer who collaborated with Brad Paisley on the 2021 country hit "Freedom Was a Highway": 2 wds. |
| 53% | PINKPANTHERESS | 14 | British singer/songwriter who went viral on TikTok in 2021 with 26-Across |
| 53% | SHERYLCROW | 10 | "All I Wanna Do" singer who collaborated with Kid Rock on his biggest pop hit, "Picture," in 2002: 2 wds. |
| 52% | ALISONKRAUSS | 12 | "When You Say Nothing At All" singer who collaborated with Brad Paisley on the 2004 country hit "Whiskey Lullaby": 2 wds. |
| 52% | DOLLYPARTON | 11 | "Jolene" singer who collaborated with Brad Paisley on the 2005 country hit "When I Get Where I'm Going": 2 wds. |
| 52% | REGINABELLE | 11 | "Baby Come to Me" singer who collaborated with 44-Across on the R&B hits "Without You" and 34-Across (2 wds.) |
| 51% | EMMYLOUHARRIS | 13 | Country Music Hall of Fame singer who collaborated with 28-Across and 43-Across on the Grammy-winning 1987 album "Trio" (2 wds.) |
| 51% | NATE | 4 | ___ Dogg, the late rapper who collaborated several times with Eminem, most notably on "Shake That" |
| 50% | EARLE | 5 | Country singer Steve who collaborated with Shawn Colvin on a 2016 album |
| 49% | LANADELREY | 10 | "Doin' Time" singer who collaborates with 27-Across and 35-Across on the 2019 "Charlie's Angels" theme song "Don't Call Me Angel" (3 wds.) |
| 47% | CATBURNS | 8 | British singer who had a hit with Go in 2022 |
| 46% | RONSON | 6 | Mark who collaborated with Bruno Mars on "Uptown Funk" |
| 46% | THOMASRHETT | 11 | Singer/songwriter who collaborated with 17-Across, 28-Across, Reba McEntire, and Keith Urban on the country hit "Be a Light" (2 wds.) |
| 46% | ARCA | 4 | Venezuelan record producer who collaborated with Kanye West on "Yeezus" |
| 46% | ONO | 3 | Yoko who collaborated with husband John Lennon on several albums |
| 45% | ZAYN | 4 | British singer who topped the Billboard Hot 100 chart with the song "Pillowtalk" |
| 45% | ONO | 3 | Yoko who collaborated with John Lennon on the "Double Fantasy" album |
| 45% | ALEXHALEY | 9 | Writer who collaborated with Malcolm X on his posthumous 1965 autobiography |