Shiv Pandit: 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
   Ishwak Singh
   86.9%

   z 4.58
2. 2
   Imran Abbas Naqvi
   85.3%

   z 4.45
3. 3
   Sobhita Dhulipala
   83.4%

   z 4.29
4. 4
   Nussrat Jahan
   82.9%

   z 4.25
5. 5
   Sukirti Kandpal
   82.3%

   z 4.21
6. 6
   Jai Akash
   82.3%

   z 4.20
7. 7
   Nia Sharma
   82.1%

   z 4.19
8. 8
   Manushi Chhillar
   82%

   z 4.18
9. 9
   Sapna Pabbi
   81.7%

   z 4.16
10. 10
    Sooraj Pancholi
    80.3%

    z 4.04
11. 11
    Shreyan Nayak
    80%

    z 4.02
12. 12
    Arjun Rampal
    78%

    z 3.99
13. 13
    Avinash Mishra
    74.9%

    z 3.96
14. 14
    Kalidas Jayaram
    68.4%

    z 3.89
15. 15
    Zhou Dongyu
    59.4%

    z 3.79
16. 16
    Nispal Singh
    53.8%

    z 3.73
17. 17
    Kogyeol
    49.2%

    z 3.68
18. 18
    Colin Brittain
    47.3%

    z 3.62
19. 19
    Nitanshi Goel
    46.5%

    z 3.57
20. 20
    Lisette Olivera
    45.8%

    z 3.52
21. 21
    Shriya Saran
    45.7%

    z 3.52
22. 22
    Bhumi Pednekar
    45.2%

    z 3.48
23. 23
    Shivangi Joshi
    45%

    z 3.47
24. 24
    Renata Vaca
    44.9%

    z 3.47
25. 25
    Minji
    44.6%

    z 3.45
26. 26
    Tiger Shroff
    44.3%

    z 3.43
27. 27
    Aryaman Birla
    44.1%

    z 3.41
28. 28
    Josh Keaton
    43.9%

    z 3.40
29. 29
    Baek Sung-chul
    43.9%

    z 3.40
30. 30
    Arleo Dordar
    43.9%

    z 3.40
31. 31
    Madhuri Dixit
    43.5%

    z 3.38
32. 32
    Riteish Deshmukh
    43.2%

    z 3.35
33. 33
    Raj Tarun
    43.1%

    z 3.35
34. 34
    Liz Cheney
    43%

    z 3.34
35. 35
    Paola Núñez
    42.8%

    z 3.33
36. 36
    Tai Hara
    42.2%

    z 3.29
37. 37
    Humaima Malick
    41.9%

    z 3.27
38. 38
    Mehreen Pirzada
    41.7%

    z 3.26
39. 39
    Martina Haag
    41.7%

    z 3.26
40. 40
    Yoshihiko Hosoda
    41.5%

    z 3.24
41. 41
    Divyansha Kaushik
    41.2%

    z 3.23
42. 42
    Carter Jenkins
    41%

    z 3.21
43. 43
    Nivetha Tharseth
    40.9%

    z 3.21
44. 44
    Kashō Rosiel
    40.7%

    z 3.19
45. 45
    Sam Claflin
    40.7%

    z 3.19
46. 46
    Humayun Saeed
    40.6%

    z 3.19
47. 47
    Will Peltz
    40.5%

    z 3.18
48. 48
    Alfonso Herrera Rodriguez
    40.5%

    z 3.18
49. 49
    Sunny Suwanmethanon
    40.3%

    z 3.17
50. 50
    Mikoi Sasaki
    40.3%

    z 3.17