| A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | AA | AB | AC | AD | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | HYPERCAR | Legend | ||||||||||||||||||||||||||||
2 | NRL | Natural races led | The number of races in which a driver made an on-track pass for the lead (the polesitter gets 1 NRL in races with no on-track lead changes) | |||||||||||||||||||||||||||
3 | NRL | LCR | W | TNL | LS | LSL | CRL | LML | P | FL | FR | SP | RANK | LCR | Lead change record | The number of times a driver made a pass for the lead followed by the number of times they were passed for the lead | ||||||||||||||
4 | Kamui Kobayashi | 2 | 2-0 | 4 | 2 | 1.67 | 2 | 1.09 | 1 | 3 | 4 | 2 | 78.55 | 2 | W | Wins | ||||||||||||||
5 | Mike Conway | 2 | 2-4 | 4 | 1 | 1.00 | 1 | 0.70 | 1 | 0 | 1 | 0 | 78.54 | 2 | TNL | Terminal natural leader | The number of times the driver made the last on-track pass for the lead (defaults to the polesitter in races with no on-track lead changes) | |||||||||||||
6 | Jose Maria Lopez | 0 | 0-0 | 4 | 0 | 0.00 | 0 | 0.80 | 1 | 0 | 0 | 0 | 82.78 | 2 | LS | Lead shares | A statistic reflecting each driver's share of on-track passing for the lead in a race with later passes weighted more than earlier ones | |||||||||||||
7 | Sebastien Buemi | 2 | 4-2 | 2 | 1 | 1.14 | 2 | 0.96 | 1 | 0 | 1 | 1 | 72.21 | 1 | LSL | Lead share leader | The number of times each driver had the most lead shares in a race | |||||||||||||
8 | Brendon Hartley | 1 | 0-2 | 2 | 1 | 1.00 | 1 | 1.09 | 1 | 2 | 0 | 1 | 87.82 | 1 | CRL | Cumulative races led | The sum of the percentage of laps each driver led across all races in the sample | |||||||||||||
9 | Ryo Hirakawa | 1 | 1-0 | 2 | 0 | 0.14 | 0 | 0.70 | 1 | 0 | 0 | 1 | 84.54 | 1 | LML | Led most laps | ||||||||||||||
10 | Antonio Giovinazzi | 2 | 2-1 | 1 | 0 | 0.43 | 0 | 0.20 | 0 | 0 | 0 | 0 | 66.23 | 4 | P | Poles | ||||||||||||||
11 | Alessandro Pier Guidi | 1 | 1-0 | 1 | 1 | 0.29 | 0 | 0.20 | 1 | 0 | 0 | 0 | 54.77 | 4 | FL | Fastest laps | ||||||||||||||
12 | James Calado | 0 | 0-1 | 1 | 0 | 0.00 | 0 | 0.17 | 0 | 0 | 0 | 1 | 68.15 | 4 | FR | Fastest races | # of times driver had the fastest average speed (based on laps within 10% of each driver's fastest lap in races with 10 or more laps completed) | |||||||||||||
13 | Mikkel Jensen | 1 | 1-0 | 0 | 1 | 1.00 | 1 | 0.08 | 0 | 0 | 0 | 0 | 40.90 | 8 | SP | Speed percentile | Average percentage of drivers that this driver beat in speed by the above criteria | |||||||||||||
14 | Laurens Vanthoor | 1 | 1-0 | 0 | 0 | 0.33 | 0 | 0.29 | 1 | 0 | 0 | 0 | 58.59 | 6 | RANK | Rank in championship | ||||||||||||||
15 | Kevin Estre | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.32 | 1 | 0 | 0 | 0 | 66.88 | 6 | ||||||||||||||||
16 | Miguel Molina | 0 | 0-1 | 0 | 0 | 0.00 | 0 | 0.11 | 0 | 0 | 0 | 0 | 58.35 | 3 | This analysis is based on all WEC races from 2023. The table is sorted by wins, followed by lead shares, CRL, and speed percentile. | |||||||||||||||
17 | Nico Muller | 0 | 0-2 | 0 | 0 | 0.00 | 0 | 0.07 | 0 | 0 | 0 | 0 | 38.41 | 13 | For lead change record, I list the best driver in bold amongst only drivers who have three or more natural races led. | |||||||||||||||
18 | Antonio Felix da Costa | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.05 | 0 | 0 | 0 | 0 | 45.22 | 9 | For speed percentile, I list the best driver in bold amongst only drivers who started 50% or more races in that class. | |||||||||||||||
19 | Antonio Fuoco | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.04 | 0 | 2 | 1 | 1 | 88.91 | 3 | ||||||||||||||||
20 | Gustavo Menezes | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.03 | 0 | 0 | 0 | 0 | 40.15 | 11 | ||||||||||||||||
21 | Yifei Ye | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.02 | 0 | 0 | 0 | 0 | 60.32 | 9 | ||||||||||||||||
22 | Earl Bamber | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 54.40 | 5 | ||||||||||||||||
23 | Nick Tandy | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 20.00 | |||||||||||||||||
24 | Nicklas Nielsen | 0 | 0-1 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 66.41 | 3 | ||||||||||||||||
25 | Richard Westbrook | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 33.78 | 5 | ||||||||||||||||
26 | Paul di Resta | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 31.99 | 8 | ||||||||||||||||
27 | Neel Jani | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 28.26 | 20 | ||||||||||||||||
28 | Michael Christensen | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 46.07 | 7 | ||||||||||||||||
29 | Alex Lynn | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 52.16 | 5 | ||||||||||||||||
30 | Sebastien Bourdais | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 75.56 | |||||||||||||||||
31 | Jack Aitken | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 71.11 | |||||||||||||||||
32 | Frederic Makowiecki | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 67.20 | 7 | ||||||||||||||||
33 | Scott Dixon | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 62.22 | |||||||||||||||||
34 | Renger van der Zande | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 59.44 | |||||||||||||||||
35 | Harry Tincknell | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 54.29 | 20 | ||||||||||||||||
36 | Andre Lotterer | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 51.97 | 6 | ||||||||||||||||
37 | Felipe Nasr | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 51.11 | |||||||||||||||||
38 | Will Stevens | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 50.53 | 9 | ||||||||||||||||
39 | Stoffel Vandoorne | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 48.57 | 15 | ||||||||||||||||
40 | Pipo Derani | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 44.44 | |||||||||||||||||
41 | Alexander Sims | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 42.22 | |||||||||||||||||
42 | Dane Cameron | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 36.14 | 7 | ||||||||||||||||
43 | Loic Duval | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 33.53 | 11 | ||||||||||||||||
44 | Oliver Pla | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 26.93 | 10 | ||||||||||||||||
45 | Jean-Eric Vergne | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 26.90 | 8 | ||||||||||||||||
46 | Gianmaria Bruni | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 25.56 | 20 | ||||||||||||||||
47 | Romain Dumas | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 20.69 | 10 | ||||||||||||||||
48 | Franck Mailleux | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 19.17 | 14 | ||||||||||||||||
49 | Esteban Gutierrez | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 15.56 | |||||||||||||||||
50 | Nathanael Berthon | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 10.09 | 19 | ||||||||||||||||
51 | Ryan Briscoe | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 5.95 | 12 | ||||||||||||||||
52 | Tom Dillmann | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 5.95 | 17 | ||||||||||||||||
53 | Esteban Guerrieri | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 3.49 | 16 | ||||||||||||||||
54 | Joao Paulo de Oliveira | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 2.86 | 22 | ||||||||||||||||
55 | Tristan Vautier | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 2.10 | 21 | ||||||||||||||||
56 | Jacques Villeneuve | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0.00 | 18 | ||||||||||||||||
57 | ||||||||||||||||||||||||||||||
58 | LMP2 | |||||||||||||||||||||||||||||
59 | ||||||||||||||||||||||||||||||
60 | NRL | LCR | W | TNL | LS | LSL | CRL | LML | P | FL | FR | SP | RANK | |||||||||||||||||
61 | Robert Kubica | 2 | 2-1 | 3 | 2 | 1.50 | 2 | 0.34 | 0 | 1 | 0 | 0 | 78.57 | 1 | ||||||||||||||||
62 | Louis Deletraz | 1 | 1-0 | 3 | 0 | 0.30 | 0 | 0.35 | 0 | 0 | 0 | 1 | 86.07 | 1 | ||||||||||||||||
63 | Rui Andrade | 0 | 0-1 | 3 | 0 | 0.00 | 0 | 0.03 | 0 | 0 | 0 | 0 | 20.56 | 1 | ||||||||||||||||
64 | Oliver Jarvis | 1 | 0-0 | 1 | 1 | 1.00 | 1 | 0.67 | 2 | 1 | 1 | 1 | 80.30 | 5 | ||||||||||||||||
65 | Josh Pierson | 1 | 1-0 | 1 | 1 | 0.50 | 1 | 0.73 | 0 | 0 | 0 | 0 | 59.98 | 5 | ||||||||||||||||
66 | Giedo van der Garde | 1 | 1-0 | 1 | 0 | 0.33 | 0 | 0.35 | 0 | 0 | 0 | 0 | 67.74 | 14 | ||||||||||||||||
67 | Fabio Scherer | 1 | 1-0 | 1 | 0 | 0.33 | 0 | 0.35 | 1 | 0 | 0 | 0 | 58.93 | 2 | ||||||||||||||||
68 | Filipe Albuquerque | 0 | 0-0 | 1 | 0 | 0.00 | 0 | 0.24 | 1 | 0 | 1 | 0 | 85.40 | 8 | ||||||||||||||||
69 | Frederick Lubin | 0 | 0-0 | 1 | 0 | 0.00 | 0 | 0.22 | 0 | 0 | 0 | 0 | 41.59 | 3 | ||||||||||||||||
70 | Albert Costa | 0 | 0-0 | 1 | 0 | 0.00 | 0 | 0.21 | 0 | 0 | 0 | 1 | 82.09 | 2 | ||||||||||||||||
71 | Oliver Rasmussen | 0 | 0-0 | 1 | 0 | 0.00 | 0 | 0.21 | 0 | 0 | 0 | 0 | 68.12 | 6 | ||||||||||||||||
72 | Pietro Fittipaldi | 0 | 0-0 | 1 | 0 | 0.00 | 0 | 0.11 | 0 | 0 | 0 | 0 | 72.47 | 6 | ||||||||||||||||
73 | Jakub Smiechowski | 0 | 0-2 | 1 | 0 | 0.00 | 0 | 0.10 | 0 | 0 | 0 | 0 | 12.72 | 2 | ||||||||||||||||
74 | Philip Hanson | 0 | 0-0 | 1 | 0 | 0.00 | 0 | 0.08 | 0 | 1 | 0 | 0 | 64.31 | 3 | ||||||||||||||||
75 | Gabriel Aubry | 1 | 1-0 | 0 | 1 | 1.00 | 1 | 0.21 | 0 | 0 | 0 | 1 | 57.90 | 16 | ||||||||||||||||
76 | Ben Hanley | 1 | 1-1 | 0 | 1 | 0.67 | 1 | 0.07 | 0 | 0 | 0 | 1 | 86.29 | 13 | ||||||||||||||||
77 | Mirko Bortolotti | 1 | 1-0 | 0 | 1 | 0.40 | 1 | 0.16 | 0 | 1 | 0 | 0 | 74.02 | 11 | ||||||||||||||||
78 | Sean Gelael | 1 | 1-1 | 0 | 0 | 0.33 | 0 | 0.16 | 0 | 0 | 0 | 0 | 30.10 | 4 | ||||||||||||||||
79 | Tom Blomqvist | 1 | 1-2 | 0 | 0 | 0.20 | 0 | 0.33 | 1 | 2 | 0 | 0 | 69.32 | 12 | ||||||||||||||||
80 | Neel Jani | 1 | 1-0 | 0 | 0 | 0.17 | 0 | 0.05 | 0 | 0 | 0 | 0 | 75.00 | |||||||||||||||||
81 | David Heinemeier Hansson | 1 | 1-1 | 1 | 0 | 0.17 | 0 | 0.04 | 0 | 0 | 0 | 0 | 16.85 | 6 | ||||||||||||||||
82 | Doriane Pin | 1 | 1-2 | 0 | 0 | 0.10 | 0 | 0.06 | 0 | 0 | 0 | 0 | 32.55 | 9 | ||||||||||||||||
83 | Ferdinand Habsburg | 0 | 0-2 | 0 | 0 | 0.00 | 0 | 0.48 | 1 | 0 | 0 | 0 | 76.72 | 4 | ||||||||||||||||
84 | Robin Frijns | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.32 | 0 | 0 | 1 | 1 | 78.57 | 4 | ||||||||||||||||
85 | Will Stevens | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.27 | 1 | 0 | 0 | 0 | 79.41 | |||||||||||||||||
86 | Yifei Ye | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.17 | 0 | 0 | 0 | 0 | 76.89 | |||||||||||||||||
87 | Daniil Kvyat | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.12 | 0 | 0 | 0 | 0 | 53.78 | 9 | ||||||||||||||||
88 | Charles Milesi | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.1 | 0 | 0 | 4 | 1 | 69.67 | 7 | ||||||||||||||||
89 | Matthias Kaiser | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.09 | 0 | 0 | 0 | 0 | 16.63 | 16 | ||||||||||||||||
90 | David Beckmann | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.08 | 0 | 0 | 0 | 0 | 42.02 | |||||||||||||||||
91 | Bent Viscaal | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.06 | 0 | 0 | 0 | 0 | 71.49 | 10 | ||||||||||||||||
92 | Paul-Loup Chatin | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.05 | 0 | 1 | 0 | 0 | 96.88 | |||||||||||||||||
93 | Julien Canal | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.04 | 0 | 0 | 0 | 0 | 16.54 | 7 | ||||||||||||||||
94 | Nico Pino | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.03 | 0 | 0 | 0 | 0 | 70.31 | |||||||||||||||||
95 | Memo Rojas | 0 | 0-1 | 0 | 0 | 0.00 | 0 | 0.02 | 0 | 0 | 0 | 0 | 5.11 | 18 | ||||||||||||||||
96 | Antonio Felix da Costa | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.02 | 0 | 0 | 0 | 0 | 51.43 | |||||||||||||||||
97 | Matthieu Vaxiviere | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 42.91 | 7 | ||||||||||||||||
98 | Andrea Caldarelli | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 42.28 | 17 | ||||||||||||||||
99 | Juan Manuel Correa | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 34.68 | 15 | ||||||||||||||||
100 | Ryan Cullen | 0 | 0-0 | 0 | 0 | 0.00 | 0 | 0.01 | 0 | 0 | 0 | 0 | 14.70 | 16 |