Motorsport Data & AI · 24 Hours of Le Mans 2016 · Season 2016

24 Hours of Le Mans 2016 — AI Data Analysis

Porsche wins the 24 Hours of Le Mans 2016 with the #2 Porsche 919 Hybrid. Pace order, reliability by class, lead changes and the closing phase in a data check.

#2Winner · Porsche
384Laps led
60Cars total
24 hanalyzed

Winning crew · #2 Porsche TeamRomain Dumas · Neel Jani · Marc Lieb

Porsche won the 24 Hours of Le Mans 2016 at Circuit de la Sarthe. The #2 Porsche 919 Hybrid of Porsche Team covered 384 laps over 24 hours, a race distance of 5,232 km. The winning crew: Romain Dumas, Neel Jani and Marc Lieb. The margin to second place was 3 laps — a clear, controlled win. The fastest manufacturer also produced the winner.

How the Lead Was Won

Across the race we counted 6 lead changes among 4 different cars in the LMP1 class. At the closest point, first and second were only 0.5 s apart. For 15 of 18 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 LMP1 class, hour by hour. Peaks mark pit stops, safety cars and incidents.
Figure 1 — Gap between first and second in the LMP1 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: Porsche (243.2 km/h), Toyota (242.9 km/h), Audi (242.1 km/h).

Between the fastest and the slowest manufacturer in the LMP1 class lie 16.4 km/h. That is a wide spread. At this track, the concept differences show clearly.

Average fastest lap speed per manufacturer in the LMP1 class. Higher is faster.
Figure 2 — Average fastest lap speed per manufacturer in the LMP1 class. Higher is faster.

Figure 2 sets the pace order side by side.

Reliability by Class

16 of 59 cars did not make the finish — an overall retirement rate of 27%. The heaviest toll fell on LMGTE Pro with 36%, while LMGTE Am came through best at 15%.

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 #2 Porsche with 1.176. 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.

Night Versus Day

Top-class cars averaged 237.1 km/h in daylight and 239.5 km/h at night. The difference is 2.37 km/h — faster after dark.

That is a real loss of pace after dark — cooler air, more traffic and lower visibility all leave a mark on the stopwatch.

Average top-class pace in daylight hours versus night hours.
Figure 5 — Average top-class pace in daylight hours versus night hours.

Figure 5 puts both phases next to each other.

The Closing Phase

In the final hour, 82% of the field held position within ±1 place (n = 60). Most of the order was set, but a few fights ran to the end. The biggest single move came from #5 Toyota, 44 places back.

Share of cars that changed position by no more than one place in the final hour.
Figure 6 — Share of cars that changed position by no more than one place in the final hour.

Figure 6 shows how settled the finish really was.

Fastest Lap and Class Gaps

The fastest single lap of the race belongs to #6 Toyota (Toyota Gazoo Racing): 3:21.445 at 243.6 km/h. Crew: Stéphane Sarrazin, Mike Conway and Kamui Kobayashi.

Between LMP1 and LMP2 sits a pace gap of 14.9 s per lap. That number decides how much traffic the leaders have to work through.

Class winners — LMP1: #2 Porsche (Porsche Team), LMP2: #36 Alpine (Signatech Alpine), LMGTE Pro: #68 Ford (Ford Chip Ganassi Team USA), LMGTE Am: #62 Ferrari (Scuderia Corsa), Garage 56: #84 Morgan (SRT41 By OAK Racing).

Putting the Race in Context

The winner averaged 217.9 km/h across 5,232 km. On a 13.626 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 2016 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 LMP1

Full final classification of the top class after 24 hours — car, driver crew, laps, gap, fastest race lap and average pace.

Overall result
PosNoManufacturer / CarTeam & DriversLapsGapFastest lapØ FL km/h
1#2PorschePorschePorsche 919 HybridPorsche TeamRomain Dumas · Neel Jani · Marc Lieb3843:21.756243.2
2#6ToyotaToyotaToyota TS050 HybridToyota Gazoo RacingStéphane Sarrazin · Mike Conway · Kamui Kobayashi381+3 Laps3:21.445243.6
3#8AudiAudiAudi R18Audi Sport Team JoestLucas di Grassi · Loïc Duval · Oliver Jarvis372+12 Laps3:22.206242.6
4#7AudiAudiAudi R18Audi Sport Team JoestMarcel Fässler · André Lotterer · Benoît Tréluyer367+17 Laps3:23.043241.6
13#1PorschePorschePorsche 919 HybridPorsche TeamTimo Bernhard · Mark Webber · Brendon Hartley346+38 Laps3:21.816243.1
29#12RebellionRebellion R-OneRebellion RacingNicolas Prost · Nick Heidfeld · Nelson Piquet Jr330+54 Laps3:26.838237.2
45#5ToyotaToyotaToyota TS050 HybridToyota Gazoo RacingAnthony Davidson · Sébastien Buemi · Kazuki Nakajima384+7'48.375 Not classified3:22.495242.3
49#13RebellionRebellion R-OneRebellion RacingMathéo Tuscher · Alexandre Imperatori · Dominik Kraihamer200+184 Laps Not classified3:26.957237.1
54#4ByKollesENSO CLM P1/01Bykolles Racing TeamSimon Trummer · Oliver Webb · Pierre Kaffer206+178 Laps Retired3:36.288226.8

Season context: the full 2016 WEC season in data · all-time WEC records

See also: Le Mans — roll of honor of all overall winners

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
LMP1P1#2PorschePorschePorsche 919 HybridPorsche TeamRomain Dumas · Neel Jani · Marc Lieb3843:21.756
LMP2P5#36AlpineAlpineAlpine A460Signatech AlpineGustavo Menezes · Nicolas Lapierre · Stéphane Richelmi3573:37.195
LMGTE ProP18#68FordFordFord GT GTEFord Chip Ganassi Team USAJoey Hand · Dirk Müller · Sébastien Bourdais3403:51.840
LMGTE AmP26#62FerrariFerrariFerrari 458 Italia GTEScuderia CorsaWilliam Sweedler · Townsend Bell · Jeffrey Segal3313:56.671
Garage 56P38#84MorganMorgan LMP2SRT41 By OAK RacingFrédéric Sausset · Christophe Tinseau · Jean Bernard Bouvet3153:46.131

Manufacturer pace

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

Porsche
243.15
Toyota
242.95
Audi
242.1
Rebellion
237.15

Reliability by class

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

LMGTE Am
15.4% · n13
LMGTE Pro
35.7% · n14
LMP1
33.3% · n9
LMP2
26.1% · n23

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.

#2 Porsche
1.176
#5 Toyota
1.172
#6 Toyota
1.169
#8 Audi
1.136
#7 Audi
1.117
#1 Porsche
1.059
#12 Rebellion
0.986
#13 Rebellion
0.597

Day vs. Night

Average top-class pace by day versus night (hours 10–15).

237.08Day
239.46Night
Δ -2.37 km/h. No relevant night degradation — modern hybrid prototypes hold their pace level in the dark.

Position stability, final hour

Share of cars that held their position within ±1 in the final hour (n=60).

82%

Mostly stable, but some late position battles.

Race dynamics compared

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

6Lead changes (4 leaders)
3 lapsWinning margin over P2
14.9 sPace delta LMP1 → LMP2
LMP1top class analyzed
0.5 sClosest lead gap
15/18Hours inside 30 s
5,232 kmWinning distance
217.9Average speed km/h
3360Position changes total
180Drivers in the field

Fastest race lap

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

3:21.445 · 243.6 km/h — #6 Toyota, Toyota Gazoo Racing (LMP1)
Stéphane Sarrazin · Mike Conway · Kamui Kobayashi

Steadiest cars

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

NoManufacturerLaps/hSpread
#2Porsche16.26±1.33
#5Toyota16.26±1.33
#6Toyota16.13±1.39
#7Audi15.52±1.74
#8Audi15.74±2.09
#12Rebellion14.04±2.8

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 (6). Every entry links to the full data analysis of that race.

Fastest lap on record
3:17.297 · 248.6 km/h
#7 Toyota, Toyota Gazoo Racing (2019)
Highest race average
224.2 km/h
Porsche (2015)
Seasons
2012, 2013, 2014, 2015, 2016, 2017, 2018-2019, 2019-2020, 2021, 2022, 2023, 2024, 2025, 2026
WEC races at this circuit
YearRaceWinnerDistanceCars
202624 Hours of Le Mans#7 Toyota
Toyota Gazoo Racing
5,192 km62
202524 Hours of Le Mans#83 Ferrari
Ferrari AF Corse
5,273 km62
202424 Hours of Le Mans#50 Ferrari
Ferrari AF Corse
4,238 km62
202324 Hours of Le Mans#51 Ferrari
Ferrari AF Corse
4,660 km62
202224 Hours of Le Mans#8 Toyota
Toyota Gazoo Racing
5,178 km62
202124 Hours of Le Mans#7 Toyota
Toyota Gazoo Racing
5,055 km61
202024 Hours of Le Mans#8 Toyota
Toyota Gazoo Racing
5,273 km59
201924 Hours of Le Mans#8 Toyota
Toyota Gazoo Racing
5,246 km61
201824 Hours of Le Mans#8 Toyota
Toyota Gazoo Racing
5,287 km60
201724 Hours of Le Mans#2 Porsche
Porsche LMP Team
5,001 km60
201624 Hours of Le Mans#2 Porsche
Porsche Team
5,232 km60
201524 Hours of Le Mans#19 Porsche
Porsche Team
5,382 km55
201424 Hours of Le Mans#2 Audi
Audi Sport Team Joest
5,164 km54
201324 Hours of Le Mans#2 Audi
Audi Sport Team Joest
4,742 km56
201224 Hours of Le Mans#1 Audi
Audi Sport Team Joest
5,151 km56

All-time WEC records · every WEC season in data