Motorsport Data & AI · 6 Hours of Spa-Francorchamps 2022 · Season 2022

6 Hours of Spa-Francorchamps 2022 — AI Data Analysis

Toyota wins the 6 Hours of Spa-Francorchamps 2022 with the #7 Toyota GR010 Hybrid. Pace order, reliability by class, lead changes and the closing phase in a data check.

#7Winner · Toyota
103Laps led
37Cars total
6 hanalyzed

Winning crew · #7 Toyota Gazoo RacingMike Conway · Kamui Kobayashi · Jose Maria Lopez

Toyota won the 6 Hours of Spa-Francorchamps 2022 at Circuit de Spa-Francorchamps. The #7 Toyota GR010 Hybrid of Toyota Gazoo Racing covered 103 laps over 6 hours, a race distance of 721 km. The winning crew: Mike Conway, Kamui Kobayashi and Jose Maria Lopez. The margin to second place was 27.5 s, close enough to keep the result open late. The quickest manufacturer over one lap was Glickenhaus — but the win went to Toyota. Pace and result do not always match.

How the Lead Was Won

Across the race we counted 2 lead changes among 3 different cars in the HYPERCAR class. At the closest point, first and second were only 3.5 s apart. For 5 of 6 measured hours the gap stayed under 30 seconds.

That is a real head-to-head fight, not a comfortable lead.

Gap between first and second in the HYPERCAR class, hour by hour. Peaks mark pit stops, safety cars and incidents.
Figure 1 — Gap between first and second in the HYPERCAR class, hour by hour. Peaks mark pit stops, safety cars and incidents.

Figure 1 shows how that gap moved over the distance.

Manufacturer Pace

We rank pace by the average of each manufacturer’s fastest lap. That measures real speed over the distance instead of one lucky lap. The order at the top: Glickenhaus (201.0 km/h), Toyota (200.9 km/h), Alpine (200.0 km/h).

Between the fastest and the slowest manufacturer in the HYPERCAR class lie 1.0 km/h. That is a tight field — the balance of performance is doing its job.

Average fastest lap speed per manufacturer in the HYPERCAR class. Higher is faster.
Figure 2 — Average fastest lap speed per manufacturer in the HYPERCAR class. Higher is faster.

Figure 2 sets the pace order side by side.

Reliability by Class

5 of 37 cars did not make the finish — an overall retirement rate of 14%. The heaviest toll fell on HYPERCAR with 25%, while LMGTE Pro came through best at 0%.

Over this distance, reliability is a result in itself. A car that stops scores nothing, no matter how fast it was.

Retirement rate per class, with the number of entries behind each bar.
Figure 3 — Retirement rate per class, with the number of entries behind each bar.

Figure 3 compares the classes directly.

Efficiency Over the Distance

Our efficiency score multiplies average lap speed by laps completed and compares that to the class average. It rewards cars that were fast and stayed out of trouble. A value of 1.000 is exactly class average.

The top score goes to #7 Toyota with 1.223. That is the winning car — speed and durability came from the same package.

Efficiency score per car: average lap speed times laps, normalized to the class average.
Figure 4 — Efficiency score per car: average lap speed times laps, normalized to the class average.

Figure 4 ranks the cars by that score.

The Closing Phase

In the final hour, 46% of the field held position within ±1 place (n = 37). The closing hour stayed busy, with position changes across the field. The biggest single move came from #28 Oreca, 19 places back.

Share of cars that changed position by no more than one place in the final hour.
Figure 5 — Share of cars that changed position by no more than one place in the final hour.

Figure 5 shows how settled the finish really was.

Fastest Lap and Class Gaps

The fastest single lap of the race belongs to #8 Toyota (Toyota Gazoo Racing): 2:05.298 at 201.2 km/h. Crew: Sébastien Buemi, Brendon Hartley and Ryo Hirakawa.

Between HYPERCAR and LMP2 sits a pace gap of 3.0 s per lap. That number decides how much traffic the leaders have to work through.

Class winners — HYPERCAR: #7 Toyota (Toyota Gazoo Racing), LMP2: #31 Oreca (WRT), LMGTE Pro: #51 Ferrari (Ferrari AF Corse), LMGTE Am: #77 Porsche (Dempsey - Proton Racing).

Putting the Race in Context

The winner averaged 120.1 km/h across 721 km. On a 7.004 km lap, that is the pace the whole strategy had to sustain.

We calculate the same metrics for every race in the archive: pace order, reliability by class, lead changes, winning margin, closing stability and efficiency. That makes this race directly comparable with every other round of the 2022 season — and with the seasons before it.

All figures are derived from the full classification of every race hour and are recalculated with each build.

Overall result HYPERCAR

Full final classification of the top class after 6 hours — car, driver crew, laps, gap, fastest race lap and average pace.

Overall result
PosNoManufacturer / CarTeam & DriversLapsGapFastest lapØ FL km/h
1#7ToyotaToyotaToyota GR010 HybridToyota Gazoo RacingMike Conway · Kamui Kobayashi · Jose Maria Lopez1032:05.624200.7
2#36AlpineAlpineAlpine A480Alpine ELF TeamAndré Negrão · Nicolas Lapierre · Matthieu Vaxiviere103+27.4732:06.051200
9#708GlickenhausGlickenhaus 007 LMHGlickenhaus RacingOlivier Pla · Romain Dumas · Luis Felipe Derani102+1 Laps2:05.448201
36#8ToyotaToyotaToyota GR010 HybridToyota Gazoo RacingSébastien Buemi · Brendon Hartley · Ryo Hirakawa29+74 Laps Not classified2:05.298201.2

Season context: the full 2022 WEC season in data · all-time WEC records

Class winners in detail

The winners of each class with overall position, car, crew and fastest lap.

Class winners in detail
ClassOverallNoManufacturer / CarTeam & DriversLapsFastest lap
HYPERCARP1#7ToyotaToyotaToyota GR010 HybridToyota Gazoo RacingMike Conway · Kamui Kobayashi · Jose Maria Lopez1032:05.624
LMP2P3#31OrecaOreca 07WRTSean Gelael · Robin Frijns · René Rast1032:07.648
LMGTE ProP11#51FerrariFerrariFerrari 488 GTE EvoFerrari AF CorseAlessandro Pier Guidi · James Calado1022:15.984
LMGTE AmP21#77PorschePorschePorsche 911 RSR-19Dempsey - Proton RacingChristian Ried · Sebastian Priaulx · Harry Tincknell992:18.052

Manufacturer pace

Average of the fastest lap speed per manufacturer. It measures real pace over the distance, not a single outlier.

Glickenhaus
201
Toyota
200.95
Alpine
200

Reliability by class

Retirement rate per class — the toughest filter of a long-distance race.

HYPERCAR
25% · n4
LMGTE Am
7.7% · n13
LMGTE Pro
0% · n5
LMP2
20% · n15

Lap efficiency score

(avg FL km/h × laps) normalized to the class mean. It combines pace, distance and durability in one number — 1.000 = class mean.

#7 Toyota
1.223
#36 Alpine
1.219
#708 Glickenhaus
1.213
#8 Toyota
0.345

Position stability, final hour

Share of cars that held their position within ±1 in the final hour (n=37).

46%

A lively closing phase with numerous late position changes.

Race dynamics compared

The same metrics for every race — so Le Mans is directly comparable with Daytona, and year with year.

2Lead changes (3 leaders)
27.473Winning margin over P2
3.0 sPace delta HYPERCAR → LMP2
HYPERCARtop class analyzed
3.5 sClosest lead gap
5/6Hours inside 30 s
721 kmWinning distance
120.1Average speed km/h
520Position changes total
106Drivers in the field

Fastest race lap

The quickest single lap of the whole race — peak pace, not race pace.

2:05.298 · 201.2 km/h — #8 Toyota, Toyota Gazoo Racing (HYPERCAR)
Sébastien Buemi · Brendon Hartley · Ryo Hirakawa

Steadiest cars

Laps per hour and their spread. A low spread means few stops, few incidents, a clean rhythm.

NoManufacturerLaps/hSpread
#708Glickenhaus15±4.2
#7Toyota15.2±4.45
#36Alpine15.2±4.45

WEC record at this circuit

The World Endurance Championship has raced here 15 times in the seasons we analyze, and Toyota has won most often (8). Every entry links to the full data analysis of that race.

Fastest lap on record
1:57.394 · 214.8 km/h
#7 Toyota, Toyota Gazoo Racing (2019)
Highest race average
204.8 km/h
Audi (2015)
Seasons
2012, 2013, 2014, 2015, 2016, 2017, 2018-2019, 2019-2020, 2021, 2022, 2023, 2024, 2025, 2026
WEC races at this circuit
YearRaceWinnerDistanceCars
20266 Hours of Spa-Francorchamps#20 BMW
BMW M Team WRT
1,058 km35
20256 Hours of Spa-Francorchamps#51 Ferrari
Ferrari AF Corse
1,051 km36
20246 Hours of Spa-Francorchamps#12 Porsche
Hertz Team JOTA
988 km37
20236 Hours of Spa-Francorchamps#7 Toyota
Toyota Gazoo Racing
1,037 km37
20226 Hours of Spa-Francorchamps#7 Toyota
Toyota Gazoo Racing
721 km37
20216 Hours of Spa-Francorchamps#8 Toyota
Toyota Gazoo Racing
1,135 km33
20206 Hours of Spa-Francorchamps#7 Toyota
Toyota Gazoo Racing
1,002 km29
20196 Hours of Spa-Francorchamps#8 Toyota
Toyota Gazoo Racing
932 km34
20186 Hours of Spa-Francorchamps#8 Toyota
Toyota Gazoo Racing
1,142 km34
20176 Hours of Spa-Francorchamps#8 Toyota
Toyota Gazoo Racing
1,212 km30
20166 Hours of Spa-Francorchamps#8 Audi
Audi Sport Team Joest
1,121 km34
20156 Hours of Spa-Francorchamps#7 Audi
Audi Sport Team Joest
1,233 km34
20146 Hours of Spa-Francorchamps#8 Toyota
Toyota Gazoo Racing
1,198 km28
20136 Hours of Spa-Francorchamps#1 Audi
Audi Sport Team Joest
1,177 km34
20126 Hours of Spa-Francorchamps#3 Audi
Audi Sport Team Joest
1,121 km41

All-time WEC records · every WEC season in data