Alia Bhatt: 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
   Saba Qamar
   89.7%

   z 4.81
2. 2
   Mahima Makwana
   89.3%

   z 4.78
3. 3
   Dhvani Bhanushali
   89.1%

   z 4.76
4. 4
   Kiara Advani
   88.9%

   z 4.75
5. 5
   Madhuri Dixit
   88.4%

   z 4.70
6. 6
   Ferena Wazeir
   88.1%

   z 4.68
7. 7
   Alexandria Ocasio-Cortez
   82.5%

   z 4.22
8. 8
   Sanaya Irani
   81.6%

   z 4.15
9. 9
   Alex Greenwald
   80.5%

   z 4.06
10. 10
    Prachi Desai
    80.1%

    z 4.03
11. 11
    Sushama Reddy
    77.8%

    z 3.99
12. 12
    Esha Deol
    77.7%

    z 3.99
13. 13
    Sadia Ayman
    77.3%

    z 3.99
14. 14
    Julieta Venegas
    75%

    z 3.96
15. 15
    Lily Gladstone
    75%

    z 3.96
16. 16
    Han Seon-hwa
    71.8%

    z 3.93
17. 17
    Sandali Sinha
    70.6%

    z 3.91
18. 18
    Yami Gautam
    69.8%

    z 3.90
19. 19
    Eleni Foureira
    68.2%

    z 3.89
20. 20
    Jakob Cedergren
    67.5%

    z 3.88
21. 21
    Malaika Arora
    66.8%

    z 3.87
22. 22
    Alisan Porter
    61.7%

    z 3.82
23. 23
    Neha Mehta
    57.5%

    z 3.77
24. 24
    Shalini Pandey
    55.7%

    z 3.75
25. 25
    Derek Luke
    55.1%

    z 3.74
26. 26
    Yoon Hyung-bin
    54.4%

    z 3.74
27. 27
    Emma Corrin
    49.3%

    z 3.68
28. 28
    Jeon Mi-do
    48.4%

    z 3.67
29. 29
    Amanda Jansson
    47.9%

    z 3.66
30. 30
    Melanie Mayron
    47.4%

    z 3.63
31. 31
    Brahim Asloum
    47.2%

    z 3.62
32. 32
    Melissa Barrera
    46.8%

    z 3.59
33. 33
    Merve Bulut
    46.7%

    z 3.58
34. 34
    Shantanu Maheshwari
    46.7%

    z 3.58
35. 35
    Aditi Arya
    46.5%

    z 3.57
36. 36
    Alexander McCall Smith
    46.3%

    z 3.56
37. 37
    Vanessa Morgan
    46.3%

    z 3.55
38. 38
    Juan Fernández de Alarcón
    46.2%

    z 3.55
39. 39
    Georgi Kinkladze
    46%

    z 3.54
40. 40
    Parineeti Chopra
    45.7%

    z 3.52
41. 41
    Pete Doherty
    45.7%

    z 3.52
42. 42
    Nidhhi Agerwal
    45.6%

    z 3.51
43. 43
    Neil Nitin Mukesh
    45.5%

    z 3.50
44. 44
    Zoë Kravitz
    45.2%

    z 3.48
45. 45
    Taraneh Alidoosti
    44.8%

    z 3.46
46. 46
    Amrita Arora
    44.7%

    z 3.45
47. 47
    Jenny Slate
    44.7%

    z 3.45
48. 48
    Monica Bellucci
    44.6%

    z 3.45
49. 49
    Andrea Jeremiah
    43.9%

    z 3.40
50. 50
    Tamannaah Bhatia
    43.7%

    z 3.38