| Competitor Name | Times Picked |
| Roger Federer (SUI) | 5641 |
| Rafael Nadal (ESP) | 5501 |
| Grigor Dimitrov (BUL) | 3461 |
| Alexander Zverev (GER) | 2833 |
| Nick Kyrgios (AUS) | 2030 |
| Novak Djokovic (SRB) | 1591 |
| Dominic Thiem (AUT) | 1099 |
| Marin Cilic (CRO) | 783 |
| Juan Martin del Potro (ARG) | 615 |
| Stan Wawrinka (SUI) | 608 |
| Jack Sock (USA) | 535 |
| David Goffin (BEL) | 304 |
| Kevin Anderson (RSA) | 285 |
| Roberto Bautista Agut | 272 |
| Gael Monfils (FRA) | 189 |
| Denis Shapovalov (CAN) | 123 |
| Pablo Carreno Busta (ESP) | 122 |
| John Isner (USA) | 117 |
| Jo-Wilfried Tsonga (FRA) | 116 |
| Lucas Pouille (FRA) | 60 |
| Sam Querrey (USA | 47 |
| Milos Raonic (CAN) | 38 |
| David Ferrer (ESP) | 37 |
| Diego Schwartzman (ARG) | 36 |
| Borna Coric (CRO) | 31 |
| Andrey Rublev (RUS) | 28 |
| Gilles Muller (LUX) | 27 |
| Ryan Harrison (USA) | 26 |
| Tomas Berdych (CZE) | 26 |
| Alexandr Dolgopolov (UKR) | 22 |
| Mischa Zverev (GER) | 21 |
| Hyeon Chung (KOR) | 20 |
| Steve Johnson (USA) | 20 |
| Gilles Simon (FRA) | 19 |
| Thanasi Kokkinakis- WC (AUS) | 13 |
| Frances Tiafoe (USA) | 11 |
| Adrian Mannarino (FRA) | 9 |
| Daniil Medvedev (RUS) | 7 |
| Alex de Minaur- WC (AUS) | 7 |
| Philipp Kohlschreiber (GER) | 6 |
| Kyle Edmund (GBR) | 5 |
| Albert Ramos-Vinolas (ESP) | 4 |
| Yoshihito Nishioka (JPN) | 3 |
| Donald Young (USA) | 3 |
| Pablo Cuevas (URU) | 3 |
| Dustin Brown (GER) | 3 |
| Stefanos Tsitsipas (GRE) | 3 |
| Viktor Troicki (SRB) | 2 |
| Alex Bolt- WC (AUS) | 2 |
| Benoit Paire (FRA) | 2 |
| Karen Khachanov (RUS) | 2 |
| Casper Ruud (NOR) | 2 |
| Jordan Thompson (AUS) | 2 |
| Richard Gasquet (FRA) | 2 |
| Matteo Berrettini (ITA) | 2 |
| John Millman (AUS) | 2 |
| Fernando Verdasco (ESP) | 2 |
| Jeremy Chardy (FRA) | 2 |
| Tennys Sandgren (USA) | 2 |
| Jared Donaldson (USA) | 2 |
| Dami Dzumhur (BIH) | 1 |
| Ivo Karlovic (CRO) | 1 |
| Yuichi Sugita (JPN) | 1 |
| Kevin King (USA) | 1 |
| Denis Istomin (UZB) | 1 |
| Ruben Bemelmans (BEL) | 1 |
| Tim Smyczek- WC (USA) | 1 |
| Alexei Popyrin- WC (AUS) | 1 |
| Peter Gojowczyk (GER) | 1 |
| Matthias Bachinger (GER) | 1 |
| Julien Benneteau (FRA) | 1 |
| Soonwoo Kwon- WC (KOR) | 1 |
| Andreas Haider-Maurer (AUT) | 1 |
| Victor Estrella Burgos (DOM) | 1 |
| Federico Delbonis (ARG) | 1 |
| Taro Daniel (JPN) | 1 |
| Evgeny Donskoy (RUS) | 1 |
| Rogerio Dutra Silva (BRA) | 1 |
| Nicolas Jarry (CHI) | 1 |
| Joao Sousa (POR) | 1 |
| Vasek Pospisil (CAN) | 1 |
| Mikhail Youzhny (RUS) | 1 |