Nadia Ali: 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
   Humaima Malick
   89.5%

   z 4.79
2. 2
   Sonam Kapoor
   87.6%

   z 4.64
3. 3
   Nimrat Kaur
   85.4%

   z 4.46
4. 4
   Kriti Kharbanda
   85%

   z 4.42
5. 5
   Parvathy Omanakuttan
   84.8%

   z 4.41
6. 6
   Plabita Borthakur
   81.2%

   z 4.11
7. 7
   Saba Qamar
   80.1%

   z 4.02
8. 8
   Sanskruti Balgude
   64.8%

   z 3.85
9. 9
   Kajal Aggarwal
   64.1%

   z 3.84
10. 10
    Ana María Orozco
    62.3%

    z 3.82
11. 11
    Sanaya Irani
    57.8%

    z 3.77
12. 12
    Evan Yo
    56.8%

    z 3.76
13. 13
    Ramsha Khan
    56.7%

    z 3.76
14. 14
    Laura Barjum
    52.8%

    z 3.72
15. 15
    Will Peltz
    51.7%

    z 3.71
16. 16
    Omar Mateen
    51.2%

    z 3.70
17. 17
    Kodak Black
    50.1%

    z 3.69
18. 18
    Shama Sikander
    49.2%

    z 3.68
19. 19
    Amala Paul
    47.7%

    z 3.65
20. 20
    Abed Abest
    47.7%

    z 3.64
21. 21
    Mobinmhi
    47.6%

    z 3.64
22. 22
    Fathima Shetty
    47.3%

    z 3.62
23. 23
    Taisei Makihara
    46.5%

    z 3.57
24. 24
    Elaine Yiu
    46.5%

    z 3.57
25. 25
    Lisette Olivera
    46.2%

    z 3.55
26. 26
    Prachi Desai
    46%

    z 3.54
27. 27
    Amber Anderson
    45.8%

    z 3.52
28. 28
    Deepika Padukone
    45.7%

    z 3.52
29. 29
    Ana Beatriz Barros
    45%

    z 3.47
30. 30
    Mark Gatiss
    45%

    z 3.47
31. 31
    Sharon Luk
    44.7%

    z 3.45
32. 32
    Josh Fadem
    44.2%

    z 3.42
33. 33
    David Finlay Jr.
    44.2%

    z 3.42
34. 34
    Emraan Hashmi
    43.9%

    z 3.40
35. 35
    Renata Notni
    43.6%

    z 3.38
36. 36
    Kim Hawthorne
    43.6%

    z 3.38
37. 37
    Nithya Ram
    43.6%

    z 3.38
38. 38
    Nahomi Kawasumi
    43.5%

    z 3.38
39. 39
    KL Rahul
    43.5%

    z 3.37
40. 40
    Apoorva Arora
    43.4%

    z 3.37
41. 41
    Bob Haymes
    43.3%

    z 3.36
42. 42
    Liraz Charhi
    43%

    z 3.34
43. 43
    Hani King
    42.9%

    z 3.34
44. 44
    Esha Deol
    42.8%

    z 3.33
45. 45
    Christof Michael Wackernagel
    42.7%

    z 3.32
46. 46
    Sooraj Pancholi
    42.7%

    z 3.32
47. 47
    Nasser Djiga
    42.3%

    z 3.30
48. 48
    Parvati Nair
    42.3%

    z 3.30
49. 49
    Alyona Lanskaya
    42.1%

    z 3.28
50. 50
    Aamna Sharif
    41.8%

    z 3.26