James Charles: 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
   Dua Lipa
   91.7%

   z 5.14
2. 2
   Hailey Bieber
   89.1%

   z 4.76
3. 3
   Hunter Tylo
   84.9%

   z 4.42
4. 4
   Jade Ewen
   83.4%

   z 4.30
5. 5
   Sheryl Cooper
   72.9%

   z 3.94
6. 6
   Alanah Pearce
   68.7%

   z 3.89
7. 7
   Holly Taylor
   64.1%

   z 3.84
8. 8
   Halsey
   62.9%

   z 3.83
9. 9
   Ji Hyeon-u
   61.2%

   z 3.81
10. 10
    Liza Anokhina
    60.5%

    z 3.80
11. 11
    Megan Thee Stallion
    59.9%

    z 3.80
12. 12
    Tara Palmer-Tomkinson
    54.2%

    z 3.73
13. 13
    Erra Fazira
    48.3%

    z 3.67
14. 14
    Bibari Maeda
    48.1%

    z 3.67
15. 15
    Ann Robinson
    47.8%

    z 3.66
16. 16
    Angelique Rockas
    46.9%

    z 3.60
17. 17
    Lea Michele
    46.9%

    z 3.59
18. 18
    Eleni Foureira
    46.7%

    z 3.58
19. 19
    Cathy Weseluck
    46.6%

    z 3.58
20. 20
    Cyrine Abdelnour
    46.5%

    z 3.57
21. 21
    Evin Ahmad
    45.8%

    z 3.53
22. 22
    Jill Scott
    45.5%

    z 3.50
23. 23
    Marisa Berenson
    45.4%

    z 3.50
24. 24
    Rosanna Pansino
    45.3%

    z 3.49
25. 25
    Jessica Alexander
    45%

    z 3.47
26. 26
    Plastique Tiara
    45%

    z 3.47
27. 27
    Phoebe Adele Gates
    44.5%

    z 3.44
28. 28
    Sulaf Jalil
    44.5%

    z 3.44
29. 29
    Elvin Ng
    44.5%

    z 3.44
30. 30
    Olesya Rulin
    44.2%

    z 3.42
31. 31
    Deniz Seki
    44.1%

    z 3.41
32. 32
    Kate Dee
    44.1%

    z 3.41
33. 33
    Bayley
    43.3%

    z 3.36
34. 34
    Helen
    43.2%

    z 3.35
35. 35
    Marina de Tavira
    42.9%

    z 3.33
36. 36
    Jessica Alves
    42.4%

    z 3.30
37. 37
    Passawish Thamasungkeeti
    42.1%

    z 3.29
38. 38
    Hikari
    42.1%

    z 3.28
39. 39
    Naïka
    41.9%

    z 3.27
40. 40
    Eliza Cummings
    41.8%

    z 3.27
41. 41
    Chloe Ferry
    41.8%

    z 3.27
42. 42
    Romain Grosjean
    41.8%

    z 3.27
43. 43
    Ella Eyre
    41.8%

    z 3.26
44. 44
    Emmanuel Clase
    41.5%

    z 3.25
45. 45
    Devon Graye
    41.5%

    z 3.25
46. 46
    Antoine Charbonneau-Demers
    41.2%

    z 3.23
47. 47
    Ai Fei
    41.2%

    z 3.23
48. 48
    Wang Yibo
    41.2%

    z 3.22
49. 49
    David Tomlinson
    40.8%

    z 3.20
50. 50
    Tamara Jenkins
    40.8%

    z 3.20