Motorsport Data & AI · 6 Hours of Silverstone 2016 · Season 2016

6 Hours of Silverstone 2016 — AI Data Analysis

Porsche wins the 6 Hours of Silverstone 2016 with the #2 Porsche 919 Hybrid. Pace order, reliability by class, lead changes and the closing phase in a data check.

#2Winner · Porsche
194Laps led
33Cars total
6 hanalyzed

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

Porsche won the 6 Hours of Silverstone 2016 at Silverstone Circuit. The #2 Porsche 919 Hybrid of Porsche Team covered 194 laps over 6 hours, a race distance of 1,143 km. The winning crew: Romain Dumas, Neel Jani and Marc Lieb. The margin to second place was 1 lap — a clear, controlled win. The fastest manufacturer also produced the winner.

How the Lead Was Won

Across the race we counted 2 lead changes among 3 different cars in the LMP1 class. At the closest point, first and second were only 7.7 s apart. For 3 of 4 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 (211.8 km/h), Audi (211.3 km/h), Toyota (210.6 km/h).

Between the fastest and the slowest manufacturer in the LMP1 class lie 13.4 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

6 of 33 cars did not make the finish — an overall retirement rate of 18%. The heaviest toll fell on LMP1 with 33%, while LMP2 came through best at 9%.

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 1.254. 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, 67% of the field held position within ±1 place (n = 33). The closing hour stayed busy, with position changes across the field. The biggest single move came from #7 Audi, 31 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 #2 Porsche (Porsche Team): 1:40.303 at 211.8 km/h. Crew: Romain Dumas, Neel Jani and Marc Lieb.

Between LMP1 and LMP2 sits a pace gap of 7.7 s per lap. That number decides how much traffic the leaders have to work through.

Class winners — LMP1: #2 Porsche (Porsche Team), LMP2: #43 Ligier (RGR Sport by Morand), LMGTE Pro: #71 Ferrari (Ferrari AF Corse), LMGTE Am: #83 Ferrari (Ferrari AF Corse).

Putting the Race in Context

The winner averaged 189.5 km/h across 1,143 km. On a 5.891 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 6 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 Lieb1941:40.303211.8
2#6ToyotaToyotaToyota TS050 HybridToyota Gazoo RacingStéphane Sarrazin · Mike Conway · Kamui Kobayashi193+1 Laps1:40.657211
3#13RebellionRebellion R-OneRebellion RacingMathéo Tuscher · Dominik Kraihamer · Alexandre Imperatori183+11 Laps1:46.246199.9
4#12RebellionRebellion R-OneRebellion RacingNicolas Prost · Nelson Piquet Jr · Nick Heidfeld181+13 Laps1:46.235200
14#4ByKollesENSO CLM P1/01Bykolles Racing TeamSimon Trummer · Oliver Webb · James Rossiter172+22 Laps1:47.057198.4
16#5ToyotaToyotaToyota TS050 HybridToyota Gazoo RacingAnthony Davidson · Sébastien Buemi · Kazuki Nakajima170+24 Laps1:41.076210.2
30#1PorschePorschePorsche 919 HybridPorsche TeamTimo Bernhard · Mark Webber · Brendon Hartley70+124 Laps Not classified1:40.309211.8
31#8AudiAudiAudi R18Audi Sport Team JoestLucas di Grassi · Loïc Duval · Oliver Jarvis69+125 Laps Not classified1:40.628211.1
33#7AudiAudiAudi R18Audi Sport Team JoestMarcel Fässler · André Lotterer · Benoît Tréluyer194Excluded1:40.461211.5

Season context: the full 2016 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
LMP1P1#2PorschePorschePorsche 919 HybridPorsche TeamRomain Dumas · Neel Jani · Marc Lieb1941:40.303
LMP2P5#43LigierLigier JS P2RGR Sport by MorandRicardo Gonzalez · Filipe Albuquerque · Bruno Senna1791:49.684
LMGTE ProP17#71FerrariFerrariFerrari 488 GTEFerrari AF CorseDavide Rigon · Sam Bird1671:59.753
LMGTE AmP22#83FerrariFerrariFerrari 458 Italia GTEFerrari AF CorseFrançois Perrodo · Emmanuel Collard · Rui Aguas1632:02.529

Manufacturer pace

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

Porsche
211.8
Audi
211.3
Toyota
210.6
Rebellion
199.95

Reliability by class

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

LMGTE Am
16.7% · n6
LMGTE Pro
14.3% · n7
LMP1
33.3% · n9
LMP2
9.1% · n11

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
1.254
#7 Audi
1.252
#6 Toyota
1.243
#13 Rebellion
1.117
#12 Rebellion
1.105
#5 Toyota
1.091
#4 ByKolles
1.042
#1 Porsche
0.453

Position stability, final hour

Share of cars that held their position within ±1 in the final hour (n=33).

67%

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)
1 lapsWinning margin over P2
7.7 sPace delta LMP1 → LMP2
LMP1top class analyzed
7.7 sClosest lead gap
3/4Hours inside 30 s
1,143 kmWinning distance
189.5Average speed km/h
422Position changes total
94Drivers in the field

Fastest race lap

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

1:40.303 · 211.8 km/h — #2 Porsche, Porsche Team (LMP1)
Romain Dumas · Neel Jani · Marc Lieb

Steadiest cars

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

NoManufacturerLaps/hSpread
#12Rebellion29.6±2.73
#13Rebellion30±2.76
#6Toyota31.6±3.01
#7Audi31.8±3.12
#2Porsche31.8±3.12
#4ByKolles27.8±3.25

WEC record at this circuit

The World Endurance Championship has raced here 8 times in the seasons we analyze, and Audi has won most often (3). Every entry links to the full data analysis of that race.

Fastest lap on record
1:37.289 · 218.4 km/h
#7 Toyota, Toyota Gazoo Racing (2019)
Highest race average
197.1 km/h
Audi (2015)
Seasons
2012, 2013, 2014, 2015, 2016, 2017, 2018-2019, 2019-2020
WEC races at this circuit
YearRaceWinnerDistanceCars
20194 Hours of Silverstone#7 Toyota
Toyota Gazoo Racing
760 km31
20186 Hours of Silverstone#3 Rebellion
Rebellion Racing
1,137 km34
20176 Hours of Silverstone#8 Toyota
Toyota Gazoo Racing
1,160 km27
20166 Hours of Silverstone#2 Porsche
Porsche Team
1,143 km33
20156 Hours of Silverstone#7 Audi
Audi Sport Team Joest
1,184 km29
20146 Hours of Silverstone#8 Toyota
Toyota Gazoo Racing
984 km27
20136 Hours of Silverstone#2 Audi
Audi Sport Team Joest
1,160 km31
20126 Hours of Silverstone#1 Audi
Audi Sport Team Joest
1,143 km35

All-time WEC records · every WEC season in data