Melissa Benoist: 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
   Alyvia Alyn Lind
   91.8%

   z 5.18
2. 2
   Princess Nokia
   87.4%

   z 4.62
3. 3
   Lily Travers
   85.3%

   z 4.45
4. 4
   Olga Koch
   84.1%

   z 4.35
5. 5
   Niamh Algar
   83.3%

   z 4.29
6. 6
   Kelsea Ballerini
   83.2%

   z 4.28
7. 7
   Gigi Gorgeous
   82.7%

   z 4.24
8. 8
   Katie Lowes
   81.1%

   z 4.11
9. 9
   James McAvoy
   81.1%

   z 4.11
10. 10
    Vendela Palmgren
    80.2%

    z 4.03
11. 11
    Ariane Labed
    80.1%

    z 4.03
12. 12
    Emma Corrin
    80.1%

    z 4.02
13. 13
    Nadia Toffa
    77.3%

    z 3.99
14. 14
    Christina Cole
    76.6%

    z 3.98
15. 15
    Suki Chui
    73.3%

    z 3.94
16. 16
    Jessica Rothe
    71.2%

    z 3.92
17. 17
    Evan Rachel Wood
    68.7%

    z 3.89
18. 18
    Tomihisa Taue
    67.8%

    z 3.88
19. 19
    Zahra Ahmadi
    64.1%

    z 3.84
20. 20
    Johanna ter Steege
    63.9%

    z 3.84
21. 21
    Isabelle Cornish
    63.2%

    z 3.83
22. 22
    Amber Anderson
    62.7%

    z 3.83
23. 23
    Alexandra Stewart
    62.1%

    z 3.82
24. 24
    Nikki Leigh
    61.6%

    z 3.82
25. 25
    Katy Perry
    60.6%

    z 3.80
26. 26
    Katja Herbers
    57.7%

    z 3.77
27. 27
    Justine Lupe
    56.8%

    z 3.76
28. 28
    Meghan Heffern
    55.8%

    z 3.75
29. 29
    Jenny Mollen
    54.2%

    z 3.73
30. 30
    Cher Lloyd
    53.1%

    z 3.72
31. 31
    Luca Chikovani
    49.5%

    z 3.68
32. 32
    Alexa PenaVega
    47.8%

    z 3.65
33. 33
    Farrah Fawcett
    47.8%

    z 3.65
34. 34
    Keri Lynn Pratt
    47.6%

    z 3.64
35. 35
    Mika Nakashima
    47.4%

    z 3.63
36. 36
    Miyabi Matsuura
    46.9%

    z 3.60
37. 37
    Mckenna Grace
    46.9%

    z 3.59
38. 38
    Zak Brown
    46.8%

    z 3.59
39. 39
    Maria Schrader
    46.6%

    z 3.58
40. 40
    Kelly Overton
    46.5%

    z 3.57
41. 41
    Manuela Vellés
    46.4%

    z 3.57
42. 42
    Ann Druyan
    46.4%

    z 3.57
43. 43
    Mia Threapleton
    46.1%

    z 3.54
44. 44
    Jessie Chiang
    46.1%

    z 3.54
45. 45
    Melora Hardin
    45.4%

    z 3.50
46. 46
    Dušan Tadić
    45.4%

    z 3.50
47. 47
    Patty McCormack
    45.3%

    z 3.49
48. 48
    Bea Priestley
    45.2%

    z 3.49
49. 49
    Vanessa Aleksander
    45.1%

    z 3.48
50. 50
    Emily Kinney
    44.9%

    z 3.47