Lil Pump: raw computed results

The raw ranking from the production similarity calculation (face-embedding centroid cosine → gender-cohort z-normalization). The web-opinion crown, curation, and fusion re-rank are removed.

1. 1
   Prince Royce
   87.3%

   z 4.62
2. 2
   Lucas Cruikshank
   73.4%

   z 3.94
3. 3
   Andrei Iosivas
   58.4%

   z 3.78
4. 4
   Mary Akrami
   47.6%

   z 3.64
5. 5
   Adarsh Gourav
   47.3%

   z 3.62
6. 6
   Rukmini Vijayakumar
   46.6%

   z 3.58
7. 7
   Trueno
   45.5%

   z 3.51
8. 8
   Erica Campbell
   45.2%

   z 3.49
9. 9
   Anastasija Daugule
   44.4%

   z 3.43
10. 10
    Wilson Way
    44%

    z 3.41
11. 11
    Christian Maquilón
    43.4%

    z 3.37
12. 12
    Renata Vaca
    43.3%

    z 3.36
13. 13
    Karen David
    42.5%

    z 3.31
14. 14
    Eduardo Franco
    41.9%

    z 3.27
15. 15
    Toby Sebastian
    41.3%

    z 3.23
16. 16
    Ally Brooke
    41.2%

    z 3.23
17. 17
    Valentina Sauca
    41.2%

    z 3.23
18. 18
    Aimee Carrero
    41%

    z 3.22
19. 19
    Dahli
    41%

    z 3.21
20. 20
    Ryan Newman
    40.8%

    z 3.20
21. 21
    Suki Waterhouse
    40.6%

    z 3.19
22. 22
    Nastia Liukin
    40.2%

    z 3.16
23. 23
    Madeleine McGraw
    40%

    z 3.15
24. 24
    Will Riley
    39.4%

    z 3.11
25. 25
    Phillipa Soo
    39.4%

    z 3.11
26. 26
    Romeo Miller
    39.3%

    z 3.10
27. 27
    May'n
    39.2%

    z 3.10
28. 28
    Lil Yachty
    39.1%

    z 3.09
29. 29
    Aramis Knight
    38.9%

    z 3.08
30. 30
    Mary Elizabeth McGlynn
    38%

    z 3.02
31. 31
    Paul Newman
    38%

    z 3.02
32. 32
    Zoa Morani
    37.6%

    z 2.99
33. 33
    Jack Johnson
    37.6%

    z 2.99
34. 34
    Julia Barretto
    36.9%

    z 2.95
35. 35
    Darrion Caldwell
    36.8%

    z 2.94
36. 36
    Tommy Flavour
    36.6%

    z 2.93
37. 37
    Joshua Odjick
    36.5%

    z 2.92
38. 38
    Aisha Sharma
    36.5%

    z 2.92
39. 39
    Iza Calzado
    36.5%

    z 2.92
40. 40
    Nathalie Emmanuel
    36.5%

    z 2.92
41. 41
    Shannon Baker
    36.4%

    z 2.92
42. 42
    Jon Andersen
    36.4%

    z 2.91
43. 43
    Aparna Brielle
    36.2%

    z 2.90
44. 44
    Carlos Shaw
    36.1%

    z 2.89
45. 45
    Freddie Slater
    36%

    z 2.89
46. 46
    Helen Hill
    36%

    z 2.89
47. 47
    Jesper Lindstrøm
    35.9%

    z 2.88
48. 48
    Simone Johnson
    35.6%

    z 2.86
49. 49
    Amín Martínez Barreto
    35.4%

    z 2.85
50. 50
    Jacob Lusk
    35.2%

    z 2.84