Race to Women's Top 8 - Marrakech, Prague, Madrid

1. Serena Williams (USA) - 23,101,660

2. Simona Halep (ROU) - 11,275,447

3. Maria Sharapova (RUS) - 9,722,038

4. Petra Kvitova (CZE) - 4,898,676

5. Carla Suarez Navarro (ESP) - 4,815,514

6. Madison Keys (USA) - 4,556,393

7. Ekaterina Makarova (RUS) - 4,250,262

8.  Venus Williams (USA) - 2,990,945

9. Jelena Jankovic (SRB) - 2,609,890

10. Andrea Petkovic (GER) - 2,220,558

11. Svetlana Kuznetsova (RUS) - 2,029,925

12.  Dominika Cibulkova (SVK) - 2,028,485

13. Sabine Lisicki (GER) - 1,957,418

14. Eugenie Bouchard (CAN) - 1,945,247

15. Caroline Wozniacki (DEN) - 1,813,107

16.  Angelique Kerber (GER) - 1,611,638

17. Timea Bacsinszky (SUI) - 1,547,692

18. Lucie Safarova (CZE) - 1,529,400

19. Flavia Pennetta (ITA) - 957,348

20. Karolina Pliskova (CZE) - 879,223

21. Lesia Tsurenko (UKR) - 652,473

22. Sloane Stephens (USA) - 652,473

23. Irina Camelia Begu (ROU) - 643,657

24. Garbine Muguruza (ESP) - 633,676

25. Ana Ivanovic (SRB) - 545,138

26.  Elina Svitolina (UKR) - 502,663

27. Sara Errani (ITA)  - 499,914

28. Carolina Garcia (FRA) - 409,988

29. Anna Schmiedlova (SVK) - 396,813

30. Victoria Azarenka (BLR) - 332,950

31. Madison Brengle (USA) - 279,850

32. Lucie Hradecka (CZE) - 279,850

33. Daniela Hantuchova (SVK) - 226,750

34. Teliana Pereira (BRA) - 226,750

35. Heather Watson (GBR) - 226,750

36.  Varvara Lepchenko (USA) - 219,225

37. Barbora Strycova (CZE) 194,819

38. Tsvetana Pironkova (BUL) - 161,225

39. Camila Giorgi (ITA) - 141,719

40. Lauren Davis (USA) - 139,926

41. Agnieszka Radwanska (POL) - 139,926

42. Jarmila Gajdosova (AUS) - 137,301

43. Monica Puig (PUR) - 113,376

44. Yaroslava Shvedova (KAZ) - 113,375

45. Ajla Tomljanovic (CRO) - 113,375

46. Alexandra Dulgheru (ROU) - 113,375

48. Timea Babos (HUN) - 113,375

49. Danka Kovinic (MNE) - 111,582

50. Kristina Mladenovic (FRA) - 110,032.

51. Alla Kudryavtseva (RUS) - 109,613

52. Kaia Kanepi (EST) - 109,613

53. Zheng Saisai (CHN) - 106,688

54. Johanna Larsson (SWE) - 85,032

55. Kurumi Nara (JPN) - 85,032

56. Julia Goerges (GER) - 85,032

57. Klara Koukalova (CZE) - 85,032

58. Mona Barthel (GER) - 83,238

59. Francesca Schiavone (ITA) - 83,238

60. Zarina Diyas (KAZ) - 81,68

61. Vera Zvonareva (RUS) - 81,688

62. Urszula Radwanska (POL) - 81,688

63. Magdalena Rybarikova (SVK) - 81,688

64. Marina Erakovic (NZL) - 56,688

65. Elizaveta Kulichkova (RUS) - 56,688

66. Karin Knapp (ITA) - 56,688

67. Julia Glushko (ISR) - 56,688

68. Su Wei Hsieh (TPE) - 56,688

69. Alison Riske (USA) - 56,688

70. Alison Van Uytvanck - 56,688

71. Mariana Duque-Marino (COL) - 56,688

72. Sesil Karatantcheva (BUL) - 56,688

73.  Yanina Wickmayer (BEL) - 56,688

74. Katerina Siniakova (CZE) - 56,688

75.  Tereza Smitkova (CZE) - 53,344

76. Anastasia Pavlyuchenkova (RUS) - 53,344

77. Aleksandra Krunic (SRB) - 53,344

78. Coco Vandeweghe (USA) - 28,344

79. Elena Vesnina (RUS) - 28,344

80. Carina Witthoeft (GER) - 28,344

81. Misaki Doi (JPN) - 28,344

82. Duan Ying Ying (CHN) - 28,344

83. Evgeniya Rodina (RUS) - 28,344

84. Roberta Vinci (ITA) - 28,344

85. Mirjana Lucic-Baroni (CRO) - 28,344

86. Veronica Cepede Royg (PAR) - 28,344

87. Lara Arruabarrena (ESP) - 28,344

88. Kirsten Flipkens (BEL) - 28,344

89. Alize Cornet (FRA) - 28,344

90. Irina Falconi (USA) - 28,344

Lourdes Dominguez Lino (ESP) - 28,344

Denisa Allertova (CZE) - 28,344

78. Dinah Pfizenmaier (GER) - 28,344

79. Beatriz Haddad Maia (BRA) - 28,344