Sameera Reddy: 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
   Sana Khan
   95.2%

   z 5.81
2. 2
   Nandita Swetha
   94.7%

   z 5.71
3. 3
   Nouva Monika Wahlgren
   93.8%

   z 5.55
4. 4
   Hazel Keech
   90.9%

   z 5.00
5. 5
   Shraddha Srinath
   90.6%

   z 4.94
6. 6
   Ritu Varma
   85.2%

   z 4.44
7. 7
   Amel Larrieux
   84.8%

   z 4.41
8. 8
   Vidya Malvade
   82.1%

   z 4.19
9. 9
   Sonal Chauhan
   81.6%

   z 4.14
10. 10
    Meera Chopra
    79.3%

    z 4.01
11. 11
    Sophie Winkleman
    66.2%

    z 3.87
12. 12
    Ramya Pandian
    59.8%

    z 3.80
13. 13
    Ken Sasaki
    53.9%

    z 3.73
14. 14
    Aditi Sharma
    49.6%

    z 3.68
15. 15
    Mercedes Lambre
    46.8%

    z 3.59
16. 16
    Simone Johnson
    46.8%

    z 3.59
17. 17
    Yoon Jin-seo
    46.8%

    z 3.59
18. 18
    Lee Purcell
    46.6%

    z 3.58
19. 19
    Julia Montes
    46.5%

    z 3.57
20. 20
    Nia Sharma
    46.1%

    z 3.55
21. 21
    Gugu Mbatha-Raw
    46.1%

    z 3.55
22. 22
    Aima Baig
    46.1%

    z 3.54
23. 23
    Peta Murgatroyd
    46%

    z 3.54
24. 24
    Mahima Chaudhry
    45.8%

    z 3.53
25. 25
    Babita Kapoor
    45.5%

    z 3.51
26. 26
    Jane Levy
    45.4%

    z 3.50
27. 27
    Amrita Arora
    45%

    z 3.47
28. 28
    Amala Paul
    45%

    z 3.47
29. 29
    Nikita Anand
    44.8%

    z 3.46
30. 30
    Rumer Willis
    44.7%

    z 3.45
31. 31
    Yukta Mookhey
    44.6%

    z 3.45
32. 32
    Janhvi Kapoor
    44.4%

    z 3.43
33. 33
    Karthika Nair
    44.4%

    z 3.43
34. 34
    Son Na-eun
    44.3%

    z 3.43
35. 35
    Ava DuVernay
    44.3%

    z 3.42
36. 36
    Salma Hayek
    44.2%

    z 3.42
37. 37
    Erina Oda
    43.9%

    z 3.40
38. 38
    Judy Reyes
    43.3%

    z 3.36
39. 39
    Neetu Chandra
    43.2%

    z 3.35
40. 40
    Ishita Dutta
    43%

    z 3.35
41. 41
    Molly Gordon
    42.6%

    z 3.32
42. 42
    Ha Sung-woon
    42.5%

    z 3.31
43. 43
    Mumaith Khan
    42.4%

    z 3.30
44. 44
    Shubra Aiyappa
    42.2%

    z 3.29
45. 45
    Nanami Abe
    42.1%

    z 3.29
46. 46
    Troye Sivan
    42.1%

    z 3.28
47. 47
    Sonam Bajwa
    41.9%

    z 3.27
48. 48
    Shweta Tiwari
    41.7%

    z 3.26
49. 49
    Perri "Pebbles" Reid
    41.4%

    z 3.24
50. 50
    Pooja Umashankar
    41.4%

    z 3.24