Sanya Malhotra: 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
   Martina Topley-Bird
   87.2%

   z 4.61
2. 2
   Deeksha Seth
   86.7%

   z 4.57
3. 3
   Pankhuri Awasthy
   86.4%

   z 4.54
4. 4
   Tyson Bagent
   86%

   z 4.51
5. 5
   Rakul Preet Singh
   83.8%

   z 4.33
6. 6
   Laura Marano
   83.6%

   z 4.31
7. 7
   Tisca Chopra
   83%

   z 4.26
8. 8
   Rika Imai
   82.8%

   z 4.25
9. 9
   Liraz Charhi
   82.6%

   z 4.23
10. 10
    Steve Gleason
    79.7%

    z 4.01
11. 11
    Pedro Zamora
    73.1%

    z 3.94
12. 12
    Julia Butters
    61%

    z 3.81
13. 13
    Asha Negi
    59.6%

    z 3.79
14. 14
    Angelababy
    58.4%

    z 3.78
15. 15
    Yutaro
    56.3%

    z 3.76
16. 16
    Adria Arjona
    52.2%

    z 3.71
17. 17
    Yuvika Chaudhary
    50.8%

    z 3.70
18. 18
    Anjala Zaveri
    48.5%

    z 3.67
19. 19
    Babak Najafi
    46.9%

    z 3.60
20. 20
    Manu Ríos
    46.4%

    z 3.57
21. 21
    Facundo Campazzo
    46.1%

    z 3.54
22. 22
    Adriana Ozores
    46%

    z 3.54
23. 23
    Doris Golpashin
    45.6%

    z 3.51
24. 24
    Wayne Mardle
    45.1%

    z 3.48
25. 25
    Maren Morris
    44.7%

    z 3.45
26. 26
    Mohnish Bahl
    44.2%

    z 3.42
27. 27
    Haftbefehl
    43.1%

    z 3.35
28. 28
    Adivi Sesh
    43.1%

    z 3.35
29. 29
    Nazanin Boniadi
    43%

    z 3.34
30. 30
    Zahra Badalbayli
    42.9%

    z 3.33
31. 31
    Tate McRae
    42.8%

    z 3.33
32. 32
    Kangana Ranaut
    42.5%

    z 3.31
33. 33
    Joshua Bassett
    42.1%

    z 3.28
34. 34
    Sobhan Babu
    42%

    z 3.28
35. 35
    Kausalya
    41.9%

    z 3.27
36. 36
    Avan Jogia
    41.9%

    z 3.27
37. 37
    Yun Sung-bin
    41.9%

    z 3.27
38. 38
    Alejandro Agag
    41.8%

    z 3.26
39. 39
    Trisha Krishnan
    41.7%

    z 3.26
40. 40
    Achinoam "Noa" Nini
    41.6%

    z 3.25
41. 41
    Vanessa Williams
    41.4%

    z 3.24
42. 42
    Tunisha Sharma
    41.3%

    z 3.23
43. 43
    Sanaya Irani
    41.2%

    z 3.23
44. 44
    Allegra Clark
    41.2%

    z 3.22
45. 45
    Isha Sharvani
    41%

    z 3.22
46. 46
    Ambika
    40.9%

    z 3.20
47. 47
    Keita Nakamura
    40.8%

    z 3.20
48. 48
    Wanarat Ratsameerat
    40.7%

    z 3.20
49. 49
    Abbe Lane
    40.3%

    z 3.17
50. 50
    Robbie Daymond
    40.3%

    z 3.17