Motorsport Data & AI · 6 Hours of the Americas 2017 · Season 2017

6 Hours of the Americas 2017 — AI Data Analysis

Porsche wins the 6 Hours of the Americas 2017 with the #2 Porsche 919 Hybrid. Pace order, reliability by class, lead changes and the closing phase in a data check.

#2Winner · Porsche
192Laps led
26Cars total
6 hanalyzed

Winning crew · #2 Porsche LMP TeamTimo Bernhard · Earl Bamber · Brendon Hartley

Porsche won the 6 Hours of the Americas 2017 at Circuit of the Americas. The #2 Porsche 919 Hybrid of Porsche LMP Team covered 192 laps over 6 hours, a race distance of 1,058 km. The winning crew: Timo Bernhard, Earl Bamber and Brendon Hartley. The margin to second place was just 0.276 s — a sprint finish after a full endurance race. 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 0.3 s apart. For 6 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 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 (185.2 km/h), Toyota (184.8 km/h).

Between the fastest and the slowest manufacturer in the LMP1 class lie 0.5 km/h. That is a tight field — the balance of performance is doing its job.

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

2 of 26 cars did not make the finish — an overall retirement rate of 8%. The heaviest toll fell on LMGTE Am with 20%, 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 #1 Porsche with 1.002. The winner, #2, is not on top here. Track position and strategy turned into a result that raw efficiency alone does not explain.

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, 96% of the field held position within ±1 place (n = 26). The race was settled well before the flag. The biggest single move came from #66 Ford, 2 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 #1 Porsche (Porsche LMP Team): 1:47.149 at 185.3 km/h. Crew: Neel Jani, André Lotterer and Nick Tandy.

Between LMP1 and LMP2 sits a pace gap of 8.7 s per lap. That number decides how much traffic the leaders have to work through.

Class winners — LMP1: #2 Porsche (Porsche LMP Team), LMP2: #36 Alpine (Signatech Alpine Matmut), LMGTE Pro: #51 Ferrari (Ferrari AF Corse), LMGTE Am: #98 Aston Martin (Aston Martin Racing).

Putting the Race in Context

The winner averaged 176.0 km/h across 1,058 km. On a 5.513 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 2017 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 LMP TeamTimo Bernhard · Earl Bamber · Brendon Hartley1921:47.302185.1
2#1PorschePorschePorsche 919 HybridPorsche LMP TeamNeel Jani · André Lotterer · Nick Tandy192+0.2761:47.149185.3
3#8ToyotaToyotaToyota TS050 HybridToyota Gazoo RacingSébastien Buemi · Stéphane Sarrazin · Kazuki Nakajima192+21.9561:47.556184.6
4#7ToyotaToyotaToyota TS050 HybridToyota Gazoo RacingMike Conway · Kamui Kobayashi · Jose Maria Lopez192+45.0261:47.391184.9

Season context: the full 2017 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 LMP TeamTimo Bernhard · Earl Bamber · Brendon Hartley1921:47.302
LMP2P5#36AlpineAlpineAlpine A470Signatech Alpine MatmutNicolas Lapierre · Gustavo Menezes · André Negrão1771:55.427
LMGTE ProP13#51FerrariFerrariFerrari 488 GTEFerrari AF CorseJames Calado · Alessandro Pier Guidi1672:04.874
LMGTE AmP21#98Aston MartinAston MartinAston Martin V8 Vantage GTEAston Martin RacingPaul Dalla Lana · Pedro Lamy · Mathias Lauda1622:07.575

Manufacturer pace

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

Porsche
185.2
Toyota
184.75

Reliability by class

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

LMGTE Am
20% · n5
LMGTE Pro
0% · n8
LMP1
0% · n4
LMP2
11.1% · n9

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.

#1 Porsche
1.002
#2 Porsche
1.001
#7 Toyota
1.000
#8 Toyota
0.998

Position stability, final hour

Share of cars that held their position within ±1 in the final hour (n=26).

96%

The race was decided early — the closing phase brought barely any movement.

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)
0.276Winning margin over P2
8.7 sPace delta LMP1 → LMP2
LMP1top class analyzed
0.3 sClosest lead gap
6/6Hours inside 30 s
1,058 kmWinning distance
176Average speed km/h
136Position changes total
71Drivers in the field

Fastest race lap

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

1:47.149 · 185.3 km/h — #1 Porsche, Porsche LMP Team (LMP1)
Neel Jani · André Lotterer · Nick Tandy

Steadiest cars

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

NoManufacturerLaps/hSpread
#8Toyota31.8±0.98
#7Toyota31.8±0.98
#1Porsche31.8±0.98
#2Porsche31.8±0.98

WEC record at this circuit

The World Endurance Championship has raced here 8 times in the seasons we analyze, and Porsche has won most often (4). Every entry links to the full data analysis of that race.

Fastest lap on record
1:47.052 · 185.5 km/h
#8 Audi, Audi Sport Team Joest (2016)
Highest race average
176 km/h
Porsche (2017)
Seasons
2013, 2014, 2015, 2016, 2017, 2019-2020, 2024, 2025
WEC races at this circuit
YearRaceWinnerDistanceCars
20256 Hours of the Americas#6 Porsche
Porsche Penske Motorsport
662 km36
20246 Hours of the Americas#83 Ferrari
Ferrari AF Corse
1,009 km36
20206 Hours of the Americas#1 Rebellion
Rebellion Racing
1,042 km30
20176 Hours of the Americas#2 Porsche
Porsche LMP Team
1,058 km26
20166 Hours of the Americas#1 Porsche
Porsche Team
1,025 km31
20156 Hours of the Americas#17 Porsche
Porsche Team
1,020 km31
20146 Hours of the Americas#2 Audi
Audi Sport Team Joest
866 km29
20136 Hours of the Americas#2 Audi
Audi Sport Team Joest
1,031 km28

All-time WEC records · every WEC season in data