Sunday, 30 August 2020

2020 US Open Predictions - Women's

 Grand Slam tennis returns, and so do my predictions, and for the next 2 weeks, I will publish round-by-round updates for the 2nd Grand Slam of the year, the US Open. After the jump, you will find my pre-tournament predictions for the upcoming tournament.

US Open logo, © US Open

But before the full table, some highlights I want to pick out.
  • Serena Williams is the most likely player to win the tournament, with a 16.22% chance of winning the title, with Naomi Osaka next at 13.51%. The 3rd most likely is Karolina Pliskova with 9.98% and Petra Kvitova 4th with 7.14%
  • Garbine Muguruza has the easiest overall draw, as she is 1.46 percentage points more likely to win the tournament than expected. On the other hand, Aryna Sabalenka has a tough draw. She is 1.31 percentage points less likely to win the tournament than expected.
  • The toughest 1st round draw went to Kristie Ahn, as she's 31.82 percentage points less likely to win than a player of her rank is expected to win. Olga Govortsova got the easiest 1st round draw, as she's 36.23 percentage points more likely to make it to round 2 than her ranking would expect.
Here's the full table. Want to be the 1st to hear of new updates? Follow @tennis_elo on Twitter.

# Name ELO R1 % R2 % R3 % R4 % R5 % R6 % R7 %
1 Karolina Pliskova 1794 85.92% 69.82% 53.63% 40.17% 30.02% 17.29% 9.98%
2 Anhelina Kalinina 1480 14.08% 5.94% 2.14% 0.73% 0.25% 0.05% 0.01%
3 Jasmine Paolini 1476 36.80% 6.93% 2.46% 0.83% 0.28% 0.06% 0.01%
4 Caroline Garcia 1570 63.20% 17.30% 8.35% 3.87% 1.79% 0.52% 0.15%
5 Catherine Bellis 1599 64.24% 33.41% 11.73% 5.90% 2.97% 0.96% 0.31%
6 Tamara Korpatsch 1498 35.76% 13.58% 3.31% 1.21% 0.44% 0.10% 0.02%
7 Anna Blinkova 1505 33.41% 13.98% 3.51% 1.31% 0.49% 0.11% 0.02%
8 Jennifer Brady 1625 66.59% 39.03% 14.87% 8.00% 4.30% 1.52% 0.53%
9 Angelique Kerber 1672 66.82% 47.01% 30.44% 14.35% 8.63% 3.57% 1.47%
10 Ajla Tomljanovic 1551 33.18% 18.01% 8.72% 2.80% 1.22% 0.33% 0.09%
11 Caroline Dolehide 1471 38.62% 11.12% 4.19% 0.99% 0.33% 0.06% 0.01%
12 Anna-Lena Friedsam 1552 61.38% 23.85% 11.57% 3.73% 1.63% 0.44% 0.12%
13 Ann Li 1489 46.99% 17.24% 6.07% 1.55% 0.55% 0.11% 0.02%
14 Arantxa Rus 1510 53.01% 20.88% 7.91% 2.19% 0.84% 0.19% 0.04%
15 Tatjana Maria 1462 27.15% 12.11% 3.86% 0.89% 0.29% 0.05% 0.01%
16 Alison Riske 1634 72.85% 49.77% 27.23% 11.48% 6.31% 2.30% 0.84%
17 Marketa Vondrousova 1634 68.24% 46.25% 29.39% 16.26% 7.16% 2.62% 0.95%
18 Greet Minnen 1502 31.76% 15.75% 7.14% 2.70% 0.76% 0.17% 0.04%
19 Francesca Di Lorenzo 1469 41.33% 13.78% 5.63% 1.90% 0.47% 0.09% 0.02%
20 Aliaksandra Sasnovich 1530 58.67% 24.21% 11.92% 4.93% 1.53% 0.38% 0.09%
21 Viktorija Golubic 1470 49.63% 18.21% 6.76% 2.29% 0.57% 0.11% 0.02%
22 Vera Lapko 1473 50.37% 18.65% 6.98% 2.39% 0.60% 0.12% 0.02%
23 Robin Montgomery 1500 35.51% 19.20% 7.88% 2.96% 0.82% 0.18% 0.04%
24 Yulia Putintseva 1604 64.49% 43.94% 24.30% 12.44% 4.99% 1.64% 0.53%
25 Kristina Mladenovic 1589 61.48% 39.42% 18.77% 10.05% 3.84% 1.19% 0.37%
26 Hailey Baptiste 1507 38.52% 20.35% 7.59% 3.21% 0.92% 0.21% 0.05%
27 Varvara Gracheva 1493 51.67% 21.18% 7.54% 3.05% 0.83% 0.18% 0.04%
28 Paula Badosa 1482 48.33% 19.05% 6.51% 2.53% 0.66% 0.13% 0.03%
29 Kateryna Bondarenko 1446 43.67% 11.38% 4.35% 1.49% 0.33% 0.06% 0.01%
30 Allie Kiick 1491 56.33% 17.34% 7.67% 3.08% 0.83% 0.17% 0.04%
31 Tereza Martincova 1423 18.02% 7.78% 2.74% 0.86% 0.18% 0.03% 0.00%
32 Petra Martic 1687 81.98% 63.50% 44.84% 29.85% 15.18% 6.56% 2.83%
33 Naomi Osaka 1835 91.27% 71.47% 57.91% 44.22% 30.25% 21.44% 13.51%
34 Misaki Doi 1427 8.73% 2.27% 0.67% 0.18% 0.03% 0.01% 0.00%
35 Camila Giorgi 1637 59.66% 17.24% 10.02% 5.30% 2.26% 1.03% 0.38%
36 Alison Van Uytvanck 1569 40.34% 9.01% 4.37% 1.92% 0.65% 0.24% 0.07%
37 Marta Kostyuk 1474 34.92% 11.49% 2.00% 0.64% 0.15% 0.04% 0.01%
38 Daria Kasatkina 1582 65.08% 31.04% 8.40% 3.83% 1.36% 0.53% 0.16%
39 Coco Gauff 1619 56.78% 34.24% 10.61% 5.35% 2.15% 0.93% 0.32%
40 Anastasija Sevastova 1571 43.22% 23.23% 6.03% 2.66% 0.91% 0.34% 0.10%
41 Magda Linette 1579 63.40% 43.85% 18.26% 5.66% 2.00% 0.76% 0.23%
42 Maddison Inglis 1484 36.60% 20.70% 6.22% 1.33% 0.33% 0.09% 0.02%
43 Danka Kovinic 1397 40.31% 12.20% 2.59% 0.38% 0.06% 0.01% 0.00%
44 Lizette Cabrera 1465 59.69% 23.25% 6.51% 1.29% 0.29% 0.07% 0.01%
45 Usue Maitane Arconada 1475 46.77% 10.89% 4.90% 1.01% 0.24% 0.06% 0.01%
46 Kaja Juvan 1497 53.23% 13.64% 6.56% 1.49% 0.39% 0.11% 0.02%
47 Danielle Collins 1610 33.88% 22.69% 14.39% 4.96% 1.94% 0.82% 0.27%
48 Anett Kontaveit 1726 66.12% 52.79% 40.58% 19.79% 10.79% 6.21% 3.01%
49 Elena Rybakina 1727 79.82% 64.61% 42.21% 24.06% 12.14% 7.00% 3.40%
50 Katarina Zavatska 1488 20.18% 10.52% 3.55% 0.99% 0.23% 0.06% 0.01%
51 Irina Khromacheva 1426 39.14% 7.96% 2.13% 0.46% 0.08% 0.02% 0.00%
52 Shelby Rogers 1503 60.86% 16.91% 6.03% 1.77% 0.43% 0.13% 0.03%
53 Madison Brengle 1449 31.70% 8.59% 2.31% 0.55% 0.11% 0.03% 0.00%
54 Lesia Tsurenko 1582 68.30% 29.59% 12.51% 4.83% 1.57% 0.61% 0.18%
55 Astra Sharma 1476 23.81% 9.78% 2.91% 0.77% 0.17% 0.04% 0.01%
56 Dayana Yastremska 1678 76.19% 52.05% 28.36% 14.38% 6.35% 3.25% 1.37%
57 Rebecca Peterson 1585 63.80% 33.23% 12.17% 4.94% 1.62% 0.63% 0.19%
58 Kirsten Flipkens 1486 36.20% 13.82% 3.62% 1.04% 0.23% 0.06% 0.01%
59 Marie Bouzkova 1557 46.41% 23.69% 7.93% 2.94% 0.87% 0.31% 0.08%
60 Jessica Pegula 1582 53.59% 29.25% 10.61% 4.27% 1.39% 0.53% 0.16%
61 Kateryna Kozlova 1472 50.31% 10.16% 3.78% 1.03% 0.22% 0.06% 0.01%
62 Whitney Osuigwe 1470 49.69% 9.95% 3.67% 0.99% 0.21% 0.05% 0.01%
63 Irina-Camelia Begu 1492 16.43% 8.71% 3.47% 1.02% 0.24% 0.07% 0.01%
64 Petra Kvitova 1774 83.57% 71.18% 54.76% 35.97% 20.35% 12.97% 7.14%
65 Madison Keys 1739 86.83% 67.42% 49.65% 31.41% 16.29% 9.11% 4.63%
66 Timea Babos 1411 13.17% 4.56% 1.40% 0.32% 0.05% 0.01% 0.00%
67 Jil Teichmann 1539 55.58% 16.56% 7.87% 2.95% 0.83% 0.25% 0.06%
68 Aliona Bolsova 1500 44.42% 11.45% 4.82% 1.58% 0.39% 0.10% 0.02%
69 Lauren Davis 1498 35.73% 16.27% 4.77% 1.55% 0.37% 0.09% 0.02%
70 Alize Cornet 1600 64.27% 38.34% 15.86% 7.17% 2.50% 0.93% 0.30%
71 Ysaline Bonaventure 1441 32.08% 10.69% 2.52% 0.66% 0.13% 0.02% 0.00%
72 Zhang Shuai 1571 67.92% 34.69% 13.12% 5.44% 1.72% 0.58% 0.17%
73 Donna Vekic 1612 58.88% 40.47% 18.03% 8.22% 2.98% 1.15% 0.39%
74 Kristyna Pliskova 1549 41.12% 24.95% 9.18% 3.45% 1.01% 0.31% 0.08%
75 Patricia Maria Tig 1507 63.42% 24.71% 7.88% 2.56% 0.64% 0.17% 0.04%
76 Kurumi Nara 1412 36.58% 9.87% 2.18% 0.49% 0.08% 0.01% 0.00%
77 Tsvetana Pironkova 1508 52.90% 14.28% 6.29% 2.05% 0.51% 0.14% 0.03%
78 Liudmila Samsonova 1488 47.10% 11.73% 4.84% 1.46% 0.34% 0.08% 0.02%
79 Nao Hibino 1512 21.33% 11.09% 4.95% 1.64% 0.42% 0.11% 0.03%
80 Garbine Muguruza 1739 78.67% 62.90% 46.65% 29.06% 15.09% 8.45% 4.29%
81 Maria Sakkari 1673 83.35% 57.06% 37.02% 15.65% 7.92% 3.71% 1.56%
82 Stefanie Vogele 1393 16.65% 5.04% 1.43% 0.23% 0.04% 0.01% 0.00%
83 Bernada Pera 1545 52.13% 20.21% 9.67% 2.75% 0.94% 0.29% 0.08%
84 Zarina Diyas 1530 47.87% 17.68% 8.11% 2.18% 0.71% 0.20% 0.05%
85 Natalia Vikhlyantseva 1471 45.90% 15.75% 5.05% 1.09% 0.28% 0.06% 0.01%
86 Katrina Scott 1500 54.10% 20.52% 7.29% 1.76% 0.51% 0.13% 0.03%
87 Viktoriya Tomova 1455 26.06% 11.83% 3.56% 0.72% 0.17% 0.04% 0.01%
88 Amanda Anisimova 1636 73.94% 51.90% 27.86% 10.59% 4.84% 2.03% 0.75%
89 Sloane Stephens 1562 52.97% 37.41% 9.75% 4.30% 1.55% 0.50% 0.14%
90 Mihaela Buzarnescu 1541 47.03% 32.03% 7.72% 3.19% 1.07% 0.32% 0.08%
91 Vitalia Diatchenko 1400 47.34% 13.91% 1.86% 0.46% 0.09% 0.01% 0.00%
92 Olga Govortsova 1418 52.66% 16.66% 2.42% 0.64% 0.13% 0.02% 0.00%
93 Margarita Gasparyan 1530 44.70% 8.54% 4.51% 1.80% 0.58% 0.17% 0.04%
94 Monica Puig 1567 55.30% 12.27% 7.11% 3.18% 1.17% 0.39% 0.11%
95 Kristie Ahn 1494 11.91% 5.00% 2.39% 0.84% 0.24% 0.06% 0.01%
96 Serena Williams 1842 88.09% 74.18% 64.24% 50.62% 36.41% 25.21% 16.22%
97 Aryna Sabalenka 1761 82.12% 49.31% 37.23% 25.35% 15.68% 8.44% 4.54%
98 Oceane Dodin 1496 17.88% 4.83% 1.97% 0.65% 0.18% 0.04% 0.01%
99 Victoria Azarenka 1725 85.01% 43.26% 30.93% 19.66% 11.23% 5.51% 2.69%
100 Barbara Haas 1423 14.99% 2.60% 0.82% 0.20% 0.04% 0.01% 0.00%
101 Sachia Vickery 1475 43.86% 14.60% 2.92% 0.90% 0.23% 0.05% 0.01%
102 Taylor Townsend 1518 56.14% 21.87% 5.25% 1.88% 0.57% 0.14% 0.03%
103 Iga Swiatek 1573 44.13% 26.69% 8.01% 3.45% 1.28% 0.39% 0.11%
104 Veronika Kudermetova 1614 55.87% 36.84% 12.87% 6.26% 2.65% 0.93% 0.32%
105 Karolina Muchova 1644 50.39% 37.77% 20.55% 9.04% 4.19% 1.62% 0.62%
106 Venus Williams 1642 49.61% 37.03% 20.01% 8.73% 4.01% 1.54% 0.58%
107 Anna Kalinskaya 1429 43.73% 9.86% 2.66% 0.52% 0.11% 0.02% 0.00%
108 Nina Stojanovic 1472 56.27% 15.34% 4.90% 1.16% 0.30% 0.06% 0.01%
109 Sorana Cirstea 1513 50.08% 16.03% 6.20% 1.73% 0.52% 0.12% 0.03%
110 Christina McHale 1512 49.92% 15.94% 6.15% 1.71% 0.51% 0.12% 0.03%
111 Heather Watson 1536 28.74% 15.34% 6.39% 1.95% 0.63% 0.17% 0.04%
112 Johanna Konta 1694 71.26% 52.69% 33.14% 16.78% 8.88% 3.99% 1.78%
113 Elise Mertens 1711 69.01% 55.24% 37.42% 21.00% 11.40% 5.38% 2.53%
114 Laura Siegemund 1572 30.99% 19.94% 9.85% 3.76% 1.34% 0.40% 0.12%
115 Claire Liu 1485 55.08% 14.58% 5.50% 1.54% 0.39% 0.08% 0.02%
116 Sara Sorribes Tormo 1450 44.92% 10.24% 3.41% 0.83% 0.18% 0.03% 0.01%
117 Viktoria Kuzmova 1525 56.96% 22.23% 8.25% 2.68% 0.80% 0.20% 0.05%
118 Caty McNally 1476 43.04% 14.15% 4.43% 1.20% 0.30% 0.06% 0.01%
119 Kim Clijsters 1491 28.54% 13.73% 4.53% 1.30% 0.34% 0.07% 0.02%
120 Ekaterina Alexandrova 1650 71.46% 49.89% 26.62% 12.83% 5.90% 2.33% 0.91%
121 Ons Jabeur 1639 68.65% 44.63% 19.90% 10.33% 4.59% 1.75% 0.66%
122 Katarzyna Kawa 1503 31.35% 14.43% 4.12% 1.40% 0.39% 0.09% 0.02%
123 Katerina Siniakova 1498 41.91% 15.31% 4.29% 1.43% 0.39% 0.09% 0.02%
124 Kaia Kanepi 1555 58.09% 25.63% 8.78% 3.56% 1.19% 0.34% 0.09%
125 Vera Zvonareva 1524 52.03% 13.54% 5.78% 2.12% 0.63% 0.16% 0.04%
126 Leylah Annie Fernandez 1510 47.97% 11.81% 4.82% 1.68% 0.48% 0.11% 0.03%
127 Yanina Wickmayer 1510 18.76% 9.19% 3.75% 1.31% 0.37% 0.09% 0.02%
128 Sofia Kenin 1764 81.24% 65.47% 48.55% 33.04% 20.30% 11.01% 5.97%