F1 Driver Glicko-2 ratings

The table below is a set of driver ratings using the Glicko-2 ratings system.

These generated ratings use a tau of 0.2 - in the document for Glicko-2 Professor Glickman suggests a tau as low as .2 for a game with regular "unexpected" results (i.e.: a player with a significantly lower skill beats a higher skilled player), and it seems to work well for F1 where the results are dependent on many more factors than just driver skill.

The ratings system effectly treats each race as a round-robin tournament: so each driver's rating is based not just on if they win, but how many drivers they beat and how skilled those drivers are. Disqualification, retirement with less than 80% of laps completed, failure to (pre-)qualify, exclusion, or "not counted" are all treated as a shared last position.
The final score is an average of the running average Glicko-2 score, peak Glicko-2 score, and most recent (which is important as Glicko-2 is intended to be a convergent algorithm) Glicko-2 score. This seems to give a good mix of rewarding consistency, but still rewarding rare exceptional performances (like Giancarlo Baghetti). Qualifying, Non-Championship races, and races in other series (like touring cars or Le Mans) are not counted as the data isn't readily available.

The source for the data is the excellent Ergast F1 Developer API, which is well worth a look if you are interested in F1 data.

Important note: I am not a statistician nor a mathematician. I cannot guarantee any statistical properties regarding these results. I just like data analysis and can write small python scripts. Take them with a grain of salt.

Data current as of 6:50:38 AM (UTC) Wed May 5, 2024 (2024 Miami Grand Prix)

Position Name Overall Score Final Glicko-2 Peak Glicko-2 Average Glicko-2
1 Max Verstappen 1992.67 2018.69 2195.99 1763.33
2 Lewis Hamilton 1863.04 1641.46 2119.75 1827.9
3 Sebastian Vettel 1741.44 1515.75 2010.52 1698.04
4 Alberto Ascari 1778.59 1644.08 1998.13 1693.55
5 Nico Rosberg 1869.41 1997.87 1997.87 1612.51
6 Nino Farina 1849.07 1802.38 1972.09 1772.75
7 Valtteri Bottas 1640.64 1319.28 1957.18 1645.47
8 Giancarlo Baghetti 1674.6 1530.27 1950.14 1543.39
9 Jackie Stewart 1782.8 1726.92 1945.49 1675.97
10 Michael Schumacher 1669.3 1435.28 1937.75 1634.85
11 Karl Kling 1785.99 1677.74 1931.03 1749.19
12 Jim Clark 1794.92 1752.47 1930.09 1702.22
13 Luigi Fagioli 1878.84 1878.39 1929.17 1828.96
14 Niki Lauda 1624.5 1431.9 1911.51 1530.1
15 Juan Fangio 1843.68 1848.47 1908.63 1773.96
16 Graham Hill 1672.01 1530.71 1898.62 1586.7
17 Fernando Alonso 1711.2 1670.04 1897.86 1565.7
18 Raymond Sommer 1607.38 1398.58 1897.31 1526.26
19 Sergio Pérez 1776.55 1843.84 1894.98 1590.82
20 Reg Parnell 1870.46 1854.93 1886.25 1870.19
21 Kevin Magnussen 1549.81 1353.78 1881.11 1414.53
22 Carlos Reutemann 1701.37 1629.32 1874.32 1600.47
23 Daniel Ricciardo 1603.76 1393.81 1866.51 1550.97
24 Alan Jones 1620.24 1391.31 1864.05 1605.37
25 Mike Hawthorn 1763.84 1743.05 1854.84 1693.62
26 Jackie Oliver 1639.33 1518.19 1851.54 1548.27
27 Alain Prost 1731.5 1718.69 1849.36 1626.46
28 Phil Hill 1706.2 1584.25 1848.57 1685.78
29 Yves Cabantous 1786.54 1741.6 1843.34 1774.68
30 Jody Scheckter 1680.05 1554.23 1843.26 1642.65
31 Mark Webber 1672.69 1662.85 1842.34 1512.88
32 Jenson Button 1588.57 1401.78 1840.7 1523.23
33 Bruce McLaren 1694.19 1579.88 1838.35 1664.34
34 Kimi Räikkönen 1599.83 1378.51 1832.52 1588.44
35 Ayrton Senna 1609.67 1406.44 1826.37 1596.2
36 Reine Wisell 1609.0 1481.3 1825.9 1519.8
37 Paul Frère 1790.31 1764.72 1824.15 1782.06
38 Charles Leclerc 1759.81 1820.11 1820.11 1639.22
39 Jean Behra 1619.74 1480.06 1815.58 1563.56
40 Richie Ginther 1763.46 1733.16 1815.48 1741.74
41 Jack Brabham 1645.04 1534.42 1812.31 1588.4
42 Lando Norris 1744.12 1809.28 1809.28 1613.81
43 Nigel Mansell 1610.48 1521.6 1804.46 1505.39
44 Nelson Piquet 1657.91 1622.83 1803.4 1547.5
45 Louis Rosier 1644.44 1557.08 1800.42 1575.81
46 Mark Donohue 1709.33 1555.95 1800.13 1771.9
47 Felice Bonetto 1748.37 1686.5 1799.17 1759.44
48 Masten Gregory 1639.55 1498.34 1797.29 1623.01
49 Denny Hulme 1683.46 1598.68 1794.29 1657.41
50 Felipe Nasr 1534.6 1366.41 1788.46 1448.92
51 Emerson Fittipaldi 1600.93 1427.37 1786.99 1588.42
52 Ken Wharton 1611.0 1526.82 1784.21 1521.98
53 Bob Gerard 1778.29 1773.09 1784.01 1777.76
54 Clay Regazzoni 1631.16 1528.51 1783.2 1581.77
55 John Surtees 1621.42 1515.84 1781.8 1566.62
56 Mika Häkkinen 1612.42 1544.67 1780.8 1511.79
57 George Follmer 1630.42 1524.24 1780.77 1586.24
58 Damon Hill 1553.48 1377.54 1779.58 1503.31
59 Alan Brown 1749.41 1720.69 1777.07 1750.47
60 George Russell 1640.45 1667.33 1771.83 1482.19
61 Jacques Villeneuve 1528.26 1369.1 1770.76 1444.91
62 Stuart Lewis-Evans 1605.92 1506.1 1770.69 1540.98
63 Sergio Mantovani 1738.97 1703.79 1765.36 1747.76
64 Luigi Musso 1649.07 1581.07 1765.36 1600.78
65 Carlos Sainz 1689.27 1726.14 1764.36 1577.33
66 Rubens Barrichello 1551.2 1404.28 1762.16 1487.17
67 François Cevert 1643.74 1590.76 1761.82 1578.63
68 Lorenzo Bandini 1666.96 1686.64 1760.15 1554.09
69 David Coulthard 1540.63 1365.16 1759.31 1497.41
70 Jacky Ickx 1569.14 1433.91 1757.28 1516.22
71 Cliff Allison 1626.37 1547.04 1756.64 1575.43
72 Mario Andretti 1568.93 1454.37 1755.43 1496.98
73 Vic Elford 1613.23 1543.28 1755.18 1541.25
74 Ignazio Giunti 1741.17 1727.06 1752.99 1743.45
75 Innes Ireland 1609.42 1530.02 1752.43 1545.81
76 Mike Hailwood 1640.08 1547.59 1750.98 1621.67
77 Riccardo Patrese 1579.54 1515.28 1749.65 1473.68
78 Chris Irwin 1699.49 1629.74 1744.62 1724.11
79 Eddie Irvine 1525.9 1380.62 1743.07 1454.02
80 Gilles Villeneuve 1583.19 1420.76 1740.2 1588.59
81 James Hunt 1578.46 1417.17 1740.17 1578.04
82 Umberto Maglioli 1684.59 1644.09 1736.13 1673.55
83 Jacques Laffite 1588.94 1518.95 1735.01 1512.87
84 Felipe Massa 1610.95 1545.41 1734.41 1553.03
85 Hans Herrmann 1678.09 1623.85 1734.04 1676.38
86 Jean Alesi 1548.3 1444.43 1732.35 1468.12
87 Roy Salvadori 1594.74 1428.32 1730.78 1625.12
88 Dan Gurney 1602.64 1514.36 1727.04 1566.5
89 Johnny Herbert 1510.11 1360.21 1726.93 1443.18
90 Ronnie Peterson 1635.83 1623.92 1723.77 1559.81
91 Eugenio Castellotti 1607.96 1515.78 1722.68 1585.42
92 Gerino Gerini 1707.57 1687.45 1721.39 1713.87
93 Arturo Merzario 1492.73 1336.28 1715.38 1426.52
94 Wolfgang von Trips 1624.78 1663.32 1713.32 1497.71
95 Jim Hall 1709.16 1711.83 1712.95 1702.72
96 Robert Kubica 1504.44 1268.47 1712.56 1532.28
97 Chico Serra 1507.57 1428.23 1709.65 1384.84
98 Jochen Rindt 1620.6 1610.04 1706.64 1545.12
99 Tony Brise 1640.7 1554.59 1706.03 1661.48
100 Patrick Depailler 1566.86 1490.58 1706.02 1503.98
101 Tony Maggs 1646.43 1601.89 1705.25 1632.16
102 Ricardo Zunino 1570.26 1481.06 1704.47 1525.25
103 Elio de Angelis 1554.44 1432.39 1702.26 1528.66
104 David Hobbs 1669.17 1653.98 1700.54 1652.97
105 Prince Bira 1649.08 1606.51 1697.92 1642.82
106 Didier Pironi 1626.83 1612.53 1697.16 1570.8
107 Harald Ertl 1542.86 1457.82 1695.88 1474.89
108 John Watson 1569.41 1482.0 1695.56 1530.66
109 Jackie Lewis 1599.36 1537.68 1695.31 1565.09
110 Mike Spence 1640.59 1591.56 1694.44 1635.76
111 René Arnoux 1512.52 1355.46 1691.22 1490.87
112 Wilson Fittipaldi 1511.59 1398.54 1687.38 1448.85
113 Chris Amon 1568.95 1487.4 1684.1 1535.36
114 Alexander Albon 1555.41 1427.04 1682.88 1556.31
115 Jo Bonnier 1578.19 1519.44 1682.78 1532.35
116 Michele Alboreto 1484.5 1332.0 1681.47 1440.04
117 Juan Pablo Montoya 1536.92 1429.11 1678.59 1503.05
118 Maurice Trintignant 1567.95 1512.26 1677.85 1513.75
119 Martin Brundle 1523.23 1474.46 1677.5 1417.74
120 Nick Heidfeld 1519.98 1429.63 1677.23 1453.09
121 André Pilette 1651.78 1619.78 1676.52 1659.04
122 Satoru Nakajima 1475.41 1334.82 1676.06 1415.34
123 Heinz-Harald Frentzen 1478.81 1311.91 1675.16 1449.37
124 Keke Rosberg 1523.88 1424.42 1674.96 1472.26
125 Philippe Étancelin 1565.77 1510.67 1671.67 1514.98
126 Heikki Kovalainen 1470.36 1332.44 1669.98 1408.67
127 Ralf Schumacher 1490.72 1329.4 1669.95 1472.82
128 Gerhard Berger 1578.79 1567.74 1668.24 1500.39
129 Peter Revson 1567.51 1577.87 1668.06 1456.6
130 Tom Pryce 1548.35 1498.12 1667.51 1479.42
131 Giancarlo Fisichella 1502.42 1414.25 1665.61 1427.41
132 Piero Taruffi 1650.81 1658.13 1664.77 1629.54
133 John Love 1649.07 1634.84 1662.7 1649.68
134 Bob Bondurant 1626.75 1604.52 1658.53 1617.19
135 Stirling Moss 1614.38 1579.04 1657.42 1606.69
136 Oscar Piastri 1603.9 1632.4 1656.82 1522.5
137 Jochen Mass 1541.59 1465.72 1656.75 1502.3
138 Gijs van Lennep 1640.85 1624.17 1656.06 1642.33
139 Pedro de la Rosa 1398.87 1218.05 1654.95 1323.61
140 Nico Hülkenberg 1539.69 1477.5 1653.93 1487.65
141 Olivier Gendebien 1637.72 1620.13 1652.91 1640.13
142 Sébastien Bourdais 1451.7 1335.64 1651.38 1368.08
143 Jo Siffert 1602.67 1619.85 1650.73 1537.42
144 Stefan Johansson 1464.81 1338.65 1649.75 1406.03
145 Louis Chiron 1574.37 1531.94 1649.03 1542.14
146 Eric Brandon 1642.56 1638.5 1648.76 1640.42
147 Bob Anderson 1617.71 1582.64 1647.73 1622.75
148 Sébastien Buemi 1459.41 1343.9 1646.34 1387.99
149 Jean-Pierre Beltoise 1535.67 1417.92 1644.81 1544.27
150 Gunnar Nilsson 1523.41 1427.05 1644.15 1499.04
151 Chris Bristow 1633.52 1619.0 1643.17 1638.39
152 Esteban Ocon 1543.11 1483.06 1641.3 1504.97
153 Moisés Solana 1628.78 1613.61 1640.92 1631.82
154 Carlos Pace 1551.41 1519.87 1639.48 1494.88
155 Pedro Rodríguez 1575.13 1594.54 1636.83 1494.01
156 Romain Grosjean 1445.01 1311.59 1634.87 1388.58
157 José Froilán González 1597.51 1609.46 1633.1 1549.97
158 Thierry Boutsen 1502.36 1397.19 1632.73 1477.15
159 Henry Taylor 1614.87 1594.67 1631.3 1618.62
160 Pierre Gasly 1530.72 1453.59 1626.01 1512.55
161 Johnny Claes 1519.11 1457.33 1624.71 1475.29
162 Harry Schell 1567.83 1557.95 1622.11 1523.42
163 Shinji Nakano 1440.55 1329.6 1622.06 1370.0
164 Daniil Kvyat 1537.1 1532.17 1620.51 1458.61
165 Patrick Tambay 1482.91 1360.33 1618.81 1469.58
166 Timo Glock 1448.08 1276.01 1618.74 1449.48
167 Luigi Villoresi 1574.33 1567.85 1614.35 1540.8
168 Tony Settember 1565.31 1507.78 1611.69 1576.46
169 Ludovico Scarfiotti 1560.6 1547.08 1611.53 1523.2
170 Jarno Trulli 1417.57 1233.87 1610.61 1408.25
171 Paco Godia 1584.82 1574.94 1609.16 1570.36
172 Consalvo Sanesi 1587.38 1608.57 1608.57 1544.98
173 John Campbell-Jones 1599.56 1593.28 1608.22 1597.19
174 Hans-Joachim Stuck 1510.18 1460.61 1607.77 1462.17
175 Nyck de Vries 1536.48 1440.6 1607.29 1561.55
176 Brett Lunger 1523.88 1463.11 1606.83 1501.69
177 Johnny Cecotto 1463.16 1362.33 1606.08 1421.06
178 Stoffel Vandoorne 1513.07 1418.1 1606.06 1515.05
179 Yuki Tsunoda 1498.06 1480.29 1603.45 1410.43
180 Danny Sullivan 1483.01 1396.15 1601.84 1451.05
181 Kazuki Nakajima 1458.13 1367.55 1601.51 1405.34
182 Vittorio Brambilla 1517.3 1458.18 1600.99 1492.74
183 Jean-Pierre Jarier 1495.79 1430.78 1600.51 1456.09
184 Alessandro Zanardi 1432.74 1333.24 1598.84 1366.14
185 Lance Stroll 1514.62 1483.17 1598.77 1461.92
186 Emanuele Pirro 1475.33 1424.98 1598.72 1402.28
187 Olivier Grouillard 1412.93 1298.03 1594.53 1346.23
188 Eric van de Poele 1443.87 1315.07 1592.62 1423.92
189 Hap Sharp 1589.3 1586.53 1591.81 1589.55
190 Jean-Éric Vergne 1487.82 1472.22 1591.45 1399.8
191 Tony Brooks 1553.85 1590.42 1590.42 1480.72
192 Carel Godin de Beaufort 1560.6 1579.87 1586.35 1515.57
193 Derek Warwick 1461.79 1404.33 1586.11 1394.92
194 Hernando da Silva Ramos 1494.04 1438.03 1585.34 1458.75
195 Alessandro Nannini 1521.69 1585.07 1585.07 1394.92
196 Kamui Kobayashi 1452.11 1332.46 1582.54 1441.33
197 Brian Redman 1566.81 1550.21 1582.31 1567.91
198 Jean-Christophe Boullion 1465.85 1382.38 1581.09 1434.06
199 Pierre Levegh 1488.53 1434.29 1579.98 1451.3
200 Johnny Dumfries 1466.53 1420.42 1579.65 1399.53
201 Peter Collins 1522.69 1549.97 1579.28 1438.8
202 Jacques Swaters 1509.31 1474.57 1576.88 1476.47
203 Alex Ribeiro 1512.69 1477.53 1575.28 1485.24
204 Horace Gould 1520.89 1473.07 1573.75 1515.86
205 Guy Edwards 1478.11 1427.96 1571.93 1434.44
206 Yannick Dalmas 1414.75 1321.48 1571.51 1351.27
207 Paul di Resta 1483.74 1423.26 1571.38 1456.57
208 Guanyu Zhou 1446.67 1367.6 1570.98 1401.42
209 Marc Surer 1503.34 1472.46 1570.5 1467.06
210 Ian Burgess 1524.83 1470.23 1569.35 1534.92
211 Bruno Giacomelli 1477.34 1440.66 1565.97 1425.4
212 Ronnie Bucknum 1553.57 1549.14 1565.12 1546.45
213 Jolyon Palmer 1445.08 1404.44 1564.87 1365.93
214 Henri Pescarolo 1478.05 1417.49 1561.87 1454.78
215 Roberto Mieres 1522.46 1561.45 1561.45 1444.48
216 Rolf Stommelen 1498.2 1451.62 1561.36 1481.61
217 John Taylor 1554.48 1553.84 1560.06 1549.55
218 Eddie Cheever 1449.17 1395.0 1558.69 1393.83
219 Alfonso de Portago 1515.34 1507.29 1557.32 1481.42
220 Olivier Panis 1429.84 1316.58 1556.67 1416.27
221 Alessandro Pesenti-Rossi 1511.53 1468.18 1555.67 1510.74
222 Rudi Fischer 1545.1 1546.62 1555.36 1533.32
223 Nicola Larini 1441.12 1402.78 1554.24 1366.35
224 Guy Ligier 1543.65 1542.79 1553.8 1534.34
225 Ingo Hoffmann 1538.19 1529.59 1553.68 1531.31
226 Cesare Perdisa 1540.03 1546.96 1553.64 1519.51
227 Toulo de Graffenried 1526.35 1522.31 1551.33 1505.41
228 Éric Bernard 1440.02 1430.55 1550.9 1338.59
229 Howden Ganley 1515.24 1506.87 1550.38 1488.47
230 Liam Lawson 1514.32 1486.88 1548.25 1507.83
231 Piers Courage 1496.76 1452.99 1548.12 1489.18
232 Érik Comas 1442.16 1377.13 1545.89 1403.45
233 Adrian Sutil 1397.77 1278.49 1543.35 1371.47
234 Piercarlo Ghinzani 1386.71 1261.92 1543.23 1354.98
235 Ukyo Katayama 1386.77 1291.82 1538.92 1329.55
236 Hector Rebaque 1457.05 1455.1 1537.75 1378.29
237 Derek Daly 1485.53 1493.96 1537.41 1425.23
238 Slim Borgudd 1470.21 1463.16 1535.65 1411.82
239 Renzo Zorzi 1517.38 1491.92 1534.34 1525.9
240 Ivan Capelli 1401.28 1334.82 1533.12 1335.89
241 Jonathan Palmer 1456.71 1408.77 1531.93 1429.45
242 Martin Donnelly 1472.69 1391.26 1531.69 1495.12
243 Lance Macklin 1511.36 1501.59 1531.66 1500.84
244 Nicholas Latifi 1363.19 1264.59 1531.28 1293.69
245 Vitantonio Liuzzi 1338.47 1161.96 1531.16 1322.3
246 Helmut Marko 1511.02 1499.53 1530.86 1502.66
247 Ian Ashley 1453.06 1404.6 1529.32 1425.27
248 Mika Salo 1435.7 1383.45 1529.15 1394.5
249 Peter Arundell 1494.66 1528.14 1528.14 1427.71
250 Ricardo Rosset 1393.93 1312.18 1527.44 1342.15
251 Wolfgang Seidel 1501.4 1462.5 1526.54 1515.17
252 Emanuele Naspetti 1447.29 1400.7 1525.7 1415.49
253 Rikky von Opel 1468.32 1432.11 1525.69 1447.15
254 Rupert Keegan 1450.82 1409.85 1522.26 1420.34
255 Andrea de Cesaris 1393.24 1281.53 1518.79 1379.42
256 Bertrand Gachot 1368.11 1257.57 1518.13 1328.63
257 Kenneth McAlpine 1508.24 1500.77 1517.45 1506.5
258 Ian Scheckter 1465.4 1390.78 1515.54 1489.89
259 Trevor Taylor 1476.01 1491.01 1512.7 1424.32
260 Brian Naylor 1500.37 1485.96 1512.13 1503.02
261 Peter Gethin 1431.9 1385.98 1511.85 1397.87
262 Pedro Lamy 1414.75 1338.07 1511.55 1394.63
263 Takuma Sato 1393.49 1316.77 1510.94 1352.75
264 Vern Schuppan 1404.09 1362.24 1508.18 1341.85
265 Pedro Diniz 1405.87 1379.3 1507.96 1330.35
266 Teo Fabi 1424.22 1419.92 1507.22 1345.52
267 Vitaly Petrov 1411.9 1335.53 1507.12 1393.05
268 Danny Ongais 1481.09 1480.26 1504.73 1458.29
269 Pierluigi Martini 1417.48 1371.2 1502.49 1378.73
270 Christian Fittipaldi 1459.56 1457.26 1501.65 1419.76
271 Pascal Fabre 1442.15 1378.77 1501.42 1446.25
272 Alexander Wurz 1434.88 1380.08 1500.18 1424.38
273 Johnny Servoz-Gavin 1491.85 1489.92 1499.67 1485.95
274 Alex Caffi 1420.54 1406.61 1499.59 1355.42
275 Bob Evans 1457.35 1431.5 1498.07 1442.49
276 Logan Sargeant 1372.27 1304.25 1496.69 1315.86
277 Jyrki Järvilehto 1422.21 1409.17 1496.48 1361.0
278 Jan Magnussen 1424.1 1347.94 1494.55 1429.8
279 Philippe Streiff 1416.45 1395.47 1492.73 1361.15
280 Raul Boesel 1421.13 1367.38 1489.42 1406.58
281 Jan Lammers 1409.9 1366.44 1488.98 1374.27
282 Mário de Araújo Cabral 1481.18 1474.68 1485.9 1482.97
283 Maurício Gugelmin 1399.35 1331.15 1485.57 1381.31
284 Mauro Baldi 1425.85 1379.93 1484.73 1412.89
285 John Miles 1452.81 1436.63 1483.71 1438.1
286 Antonio Giovinazzi 1413.24 1391.69 1481.1 1366.92
287 Loris Kessel 1461.74 1454.93 1479.14 1451.16
288 Philippe Alliot 1435.23 1460.44 1478.26 1367.0
289 Mark Blundell 1443.53 1477.88 1477.88 1374.83
290 Marc Gené 1377.5 1322.93 1477.13 1332.43
291 Roberto Moreno 1359.74 1284.04 1477.09 1318.09
292 Richard Attwood 1458.42 1470.22 1475.1 1429.92
293 Brian Henton 1454.88 1465.16 1474.93 1424.55
294 Jacques Pollet 1471.19 1471.36 1473.73 1468.47
295 Gino Munaron 1469.37 1464.67 1472.98 1470.48
296 Jean-Pierre Jabouille 1392.82 1373.77 1472.03 1332.66
297 Pastor Maldonado 1416.46 1429.03 1471.54 1348.8
298 Karl Wendlinger 1427.59 1411.48 1470.23 1401.06
299 Bruno Senna 1386.52 1421.54 1467.92 1270.09
300 Tony Marsh 1462.91 1455.72 1467.57 1465.45
301 Carroll Shelby 1460.02 1461.17 1466.84 1452.06
302 Gino Bianco 1409.61 1360.27 1466.52 1402.04
303 Jaime Alguersuari 1430.41 1451.35 1465.96 1373.91
304 Robert Manzon 1447.93 1453.34 1465.02 1425.42
305 Michael Andretti 1430.77 1449.72 1463.64 1378.94
306 Mike Beuttler 1429.69 1446.04 1463.63 1379.4
307 Patrick Nève 1427.35 1436.79 1462.98 1382.29
308 Duncan Hamilton 1409.2 1382.7 1458.64 1386.26
309 François Hesnault 1398.8 1353.06 1458.54 1384.79
310 Marcus Ericsson 1394.26 1392.83 1457.74 1332.21
311 Aguri Suzuki 1383.35 1337.47 1456.2 1356.38
312 Siegfried Stohr 1418.0 1412.93 1455.93 1385.15
313 Stefano Modena 1406.28 1416.76 1454.95 1347.15
314 Gianni Morbidelli 1420.79 1413.09 1453.31 1395.99
315 Nelson Piquet Jr. 1401.27 1380.93 1453.09 1369.8
316 Esteban Gutiérrez 1381.46 1346.85 1452.64 1344.89
317 Stefan Bellof 1404.19 1429.5 1452.59 1330.47
318 Tim Schenken 1425.22 1419.39 1451.84 1404.43
319 Derek Bell 1438.49 1419.36 1451.61 1444.5
320 Christian Danner 1368.21 1308.83 1450.03 1345.75
321 Andrea de Adamich 1425.5 1423.96 1449.85 1402.69
322 Luciano Burti 1400.6 1328.01 1449.4 1424.39
323 Allan McNish 1357.46 1291.33 1447.2 1333.87
324 Tony Gaze 1437.51 1428.36 1446.75 1437.42
325 Nasif Estéfano 1443.12 1438.45 1445.94 1444.96
326 Onofre Marimón 1416.96 1441.06 1444.44 1365.36
327 Michel Leclère 1429.69 1443.58 1443.58 1401.9
328 Pascal Wehrlein 1363.82 1328.4 1443.06 1320.0
329 Christian Klien 1383.5 1348.4 1442.82 1359.26
330 Ricardo Rodríguez 1432.8 1442.11 1442.11 1414.18
331 Brendon Hartley 1375.53 1375.62 1439.16 1311.82
332 Jérôme d'Ambrosio 1290.55 1204.34 1436.55 1230.77
333 Silvio Moser 1425.52 1418.08 1435.98 1422.51
334 Alex Soler-Roig 1418.72 1401.89 1434.24 1420.05
335 Luca Badoer 1335.44 1275.77 1432.56 1297.98
336 Hans Binder 1415.09 1418.1 1431.51 1395.67
337 George Eaton 1397.88 1385.68 1429.26 1378.7
338 Nanni Galli 1411.39 1396.15 1428.62 1409.39
339 Luis Pérez-Sala 1379.02 1361.2 1427.47 1348.37
340 Gerry Ashmore 1421.6 1422.6 1426.57 1415.64
341 Pete Lovely 1414.08 1403.01 1424.31 1414.91
342 Maria de Filippis 1422.19 1421.02 1423.65 1421.91
343 Cristiano da Matta 1365.0 1297.19 1423.1 1374.71
344 Giulio Cabianca 1421.63 1422.74 1422.74 1419.42
345 Norberto Fontana 1412.79 1421.04 1422.66 1394.66
346 Ricardo Zonta 1386.55 1367.82 1421.68 1370.14
347 Lucien Bianchi 1412.78 1413.28 1420.03 1405.03
348 Dave Kennedy 1373.85 1347.11 1417.62 1356.83
349 Nino Vaccarella 1413.05 1415.2 1415.2 1408.76
350 Bruce Halford 1401.33 1397.39 1414.43 1392.17
351 Jack Fairman 1405.63 1402.3 1414.12 1400.47
352 Eliseo Salazar 1369.63 1337.77 1407.79 1363.32
353 Jules Bianchi 1319.34 1278.79 1407.42 1271.81
354 Ivor Bueb 1403.03 1406.15 1406.15 1396.79
355 Jos Verstappen 1332.34 1276.67 1405.76 1314.6
356 Gerhard Mitter 1403.65 1405.23 1405.23 1400.47
357 Ian Raby 1393.18 1388.5 1404.79 1386.24
358 Tiago Monteiro 1319.41 1241.48 1404.41 1312.34
359 Alexander Rossi 1344.74 1307.33 1402.21 1324.68
360 Gastón Mazzacane 1346.2 1293.23 1400.99 1344.38
361 Giorgio Scarlatti 1393.8 1393.87 1400.62 1386.91
362 Scott Speed 1322.1 1241.81 1399.89 1324.59
363 Roberto Bussinello 1397.55 1399.24 1399.24 1394.17
364 Roelof Wunderink 1384.74 1373.28 1398.74 1382.21
365 Manfred Winkelhock 1354.59 1325.79 1396.87 1341.12
366 Huub Rothengatter 1366.26 1335.94 1396.73 1366.13
367 Peter Whitehead 1391.33 1394.87 1395.96 1383.14
368 Chuck Daigh 1366.34 1344.46 1392.56 1361.99
369 Lance Reventlow 1388.62 1384.37 1392.56 1388.94
370 Paul Belmondo 1327.39 1239.33 1392.18 1350.66
371 Ron Flockhart 1383.35 1389.41 1392.16 1368.47
372 Lamberto Leoni 1387.21 1381.2 1392.0 1388.44
373 Mike Parkes 1376.0 1391.0 1391.68 1345.33
374 Lella Lombardi 1376.26 1391.32 1391.32 1346.15
375 Olivier Beretta 1360.97 1390.96 1390.96 1301.01
376 Willy Mairesse 1377.39 1379.43 1388.99 1363.73
377 Mick Schumacher 1340.44 1359.41 1388.96 1272.96
378 Tony Trimmer 1347.74 1327.12 1388.62 1327.49
379 Geoff Lees 1381.26 1377.46 1388.61 1377.71
380 Patrick Gaillard 1362.67 1359.64 1387.71 1340.65
381 Luigi Piotti 1378.41 1375.59 1387.65 1372.0
382 Chico Landi 1384.6 1386.77 1386.81 1380.24
383 Clemar Bucci 1379.87 1378.51 1385.7 1375.41
384 André Simon 1382.0 1385.58 1385.58 1374.85
385 Charles Pic 1267.48 1186.36 1384.74 1231.33
386 Miguel Ángel Guerra 1349.83 1319.97 1384.43 1345.11
387 Richard Robarts 1378.82 1381.74 1383.2 1371.52
388 Toranosuke Takagi 1308.13 1233.22 1382.92 1308.24
389 Frank Gardner 1379.03 1379.13 1382.84 1375.11
390 Gabriele Tarquini 1316.04 1277.31 1382.43 1288.36
391 Roberto Guerrero 1355.9 1381.31 1381.31 1305.09
392 David Purley 1369.87 1373.06 1376.99 1359.57
393 David Walker 1353.37 1343.0 1374.83 1342.29
394 Jo Gartner 1357.95 1366.65 1370.85 1336.35
395 Bernard Collomb 1365.81 1368.27 1368.27 1360.88
396 Roberto Merhi 1324.06 1306.97 1363.67 1301.55
397 Skip Barber 1344.98 1337.02 1363.43 1334.5
398 Walt Hansgen 1359.77 1362.76 1362.76 1353.79
399 Franco Rol 1360.27 1360.56 1361.62 1358.63
400 Corrado Fabi 1330.96 1329.81 1359.14 1303.93
401 Carlos Menditeguy 1353.73 1359.08 1359.08 1343.02
402 Emilio de Villota 1353.69 1351.32 1356.31 1353.44
403 Mike Thackwell 1353.59 1351.31 1355.73 1353.74
404 Sergey Sirotkin 1327.7 1325.8 1354.26 1303.05
405 Sam Tingle 1351.36 1353.72 1353.72 1346.64
406 Mike Wilds 1326.58 1311.51 1353.22 1315.02
407 Peter de Klerk 1351.32 1353.22 1353.22 1347.52
408 Nicolas Kiesa 1333.71 1312.75 1352.71 1335.68
409 Michael Bleekemolen 1328.9 1309.83 1352.31 1324.57
410 Tim Parnell 1349.58 1351.83 1351.83 1345.07
411 Dave Charlton 1345.89 1341.68 1351.14 1344.85
412 Alan Stacey 1348.5 1351.09 1351.09 1343.31
413 Boy Lunger 1344.56 1334.99 1350.55 1348.13
414 Conny Andersson 1347.66 1342.94 1350.55 1349.49
415 Élie Bayol 1344.12 1348.0 1348.0 1336.37
416 Jackie Pretorius 1346.1 1345.53 1346.56 1346.21
417 Allen Berg 1325.48 1318.07 1345.07 1313.3
418 Larry Perkins 1333.46 1338.13 1344.7 1317.54
419 Keith Greene 1341.23 1339.2 1343.61 1340.87
420 François Migault 1328.45 1330.98 1340.89 1313.48
421 Edgar Barth 1337.22 1338.79 1339.77 1333.12
422 Narain Karthikeyan 1236.08 1136.83 1336.85 1234.56
423 Paolo Barilla 1308.11 1292.98 1332.71 1298.64
424 Karun Chandhok 1291.46 1266.98 1332.65 1274.74
425 Ralph Firman 1298.52 1277.15 1331.43 1286.97
426 David Brabham 1288.83 1282.49 1323.82 1260.19
427 Giedo van der Garde 1250.4 1198.31 1320.6 1232.3
428 Fabrizio Barbazza 1287.39 1287.21 1319.52 1255.44
429 Esteban Tuero 1272.69 1240.31 1317.26 1260.51
430 Giorgio Pantano 1246.5 1190.9 1317.13 1231.48
431 Christijan Albers 1256.69 1212.77 1316.09 1241.21
432 Antônio Pizzonia 1294.58 1289.46 1315.11 1279.18
433 Julian Bailey 1303.44 1308.74 1313.93 1287.65
434 Alex Yoong 1266.1 1239.26 1313.29 1245.73
435 Zsolt Baumgartner 1260.65 1214.41 1312.92 1254.62
436 Max Chilton 1262.75 1230.96 1312.49 1244.79
437 Bernd Schneider 1279.6 1260.92 1312.27 1265.61
438 Beppe Gabbiani 1307.01 1310.34 1311.81 1298.88
439 Tommy Byrne 1292.55 1276.21 1311.39 1290.07
440 Oscar Larrauri 1278.71 1256.8 1311.23 1268.11
441 Massimiliano Papis 1286.58 1300.31 1307.93 1251.51
442 Taki Inoue 1278.33 1286.38 1302.24 1246.35
443 Kenny Acheson 1290.99 1292.67 1294.67 1285.63
444 Andrea Montermini 1266.96 1255.12 1292.23 1253.51
445 Enrique Bernoldi 1265.58 1253.92 1290.43 1252.4
446 Rio Haryanto 1251.81 1219.85 1290.32 1245.25
447 Will Stevens 1276.85 1268.86 1287.71 1273.98
448 Domenico Schiattarella 1279.94 1282.07 1284.69 1273.06
449 Adrián Campos 1264.25 1258.96 1283.2 1250.59
450 Tarso Marques 1258.6 1252.38 1276.64 1246.77
451 Lucas di Grassi 1231.79 1202.69 1275.39 1217.29
452 Gregor Foitek 1245.59 1247.4 1269.05 1220.33
453 Peter Hirt 1263.6 1264.15 1266.26 1260.39
454 Giovanni Lavaggi 1235.41 1221.55 1262.83 1221.85
455 Jean-Marc Gounon 1247.61 1262.21 1262.21 1218.4
456 Riccardo Paletti 1254.68 1257.12 1257.12 1249.8
457 Andrea Chiesa 1245.93 1234.03 1255.83 1247.94
458 Michael Bartels 1234.55 1220.39 1255.59 1227.68
459 Pierre-Henri Raphanel 1250.36 1254.05 1254.05 1242.97
460 Peter Walker 1250.96 1252.79 1252.79 1247.31
461 Patrick Friesacher 1218.41 1204.49 1248.79 1201.94
462 Anthony Davidson 1211.06 1243.53 1248.63 1141.01
463 Tom Belsø 1241.8 1245.45 1245.45 1234.5
464 David Murray 1244.34 1243.45 1245.39 1244.17
465 Justin Wilson 1229.75 1242.66 1242.66 1203.91
466 Robert Doornbos 1230.7 1238.34 1238.34 1215.43
467 Yuji Ide 1204.25 1199.38 1236.78 1176.6
468 Gianmaria Bruni 1189.27 1158.84 1231.02 1177.96
469 Franck Montagny 1197.15 1198.53 1209.31 1183.6
470 Sakon Yamamoto 1194.08 1196.58 1204.46 1181.18
471 Nikita Mazepin 1144.92 1116.57 1184.39 1133.79