Motorsport Data & AI · 6 Hours of Bahrain 2017 · Season 2017

6 Hours of Bahrain 2017 — AI Data Analysis

Toyota wins the 6 Hours of Bahrain 2017 with the #8 Toyota TS050 Hybrid. Pace order, reliability by class, lead changes and the closing phase in a data check.

#8Winner · Toyota
199Laps led
26Cars total
6 hanalyzed

Winning crew · #8 Toyota Gazoo RacingSébastien Buemi · Anthony Davidson · Kazuki Nakajima

Toyota won the 6 Hours of Bahrain 2017 at Bahrain International Circuit. The #8 Toyota TS050 Hybrid of Toyota Gazoo Racing covered 199 laps over 6 hours, a race distance of 1,077 km. The winning crew: Sébastien Buemi, Anthony Davidson and Kazuki Nakajima. The margin to second place was 1 lap — a clear, controlled win. The quickest manufacturer over one lap was Porsche — 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 2 different cars in the LMP1 class. At the closest point, first and second were only 2.6 s apart. For 3 of 4 measured hours the gap stayed under 30 seconds.

The leader was never fully out of reach, but the pressure came in waves rather than all race long.

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 (189.0 km/h), Toyota (188.9 km/h).

Between the fastest and the slowest manufacturer in the LMP1 class lie 0.1 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

1 of 26 cars did not make the finish — an overall retirement rate of 4%. The heaviest toll fell on LMGTE Pro with 12%, while LMGTE Am 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 #8 Toyota with 1.008. 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, 92% of the field held position within ±1 place (n = 26). The race was settled well before the flag. The biggest single move came from #71 Ferrari, 2 places forward.

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): 1:42.862 at 189.4 km/h. Crew: Neel Jani, André Lotterer and Nick Tandy.

Between LMP1 and LMP2 sits a pace gap of 7.0 s per lap. That number decides how much traffic the leaders have to work through.

Class winners — LMP1: #8 Toyota (Toyota Gazoo Racing), LMP2: #31 Oreca (Vaillante Rebellion), LMGTE Pro: #71 Ferrari (Ferrari AF Corse), LMGTE Am: #98 Aston Martin (Aston Martin Racing).

Putting the Race in Context

The winner averaged 178.8 km/h across 1,077 km. On a 5.412 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#8ToyotaToyotaToyota TS050 HybridToyota Gazoo RacingSébastien Buemi · Anthony Davidson · Kazuki Nakajima1991:42.997189.2
2#2PorschePorschePorsche 919 HybridPorsche LMP TeamTimo Bernhard · Earl Bamber · Brendon Hartley198+1 Laps1:43.306188.6
3#1PorschePorschePorsche 919 HybridPorsche LMP TeamNeel Jani · André Lotterer · Nick Tandy198+1 Laps1:42.862189.4
4#7ToyotaToyotaToyota TS050 HybridToyota Gazoo RacingMike Conway · Kamui Kobayashi · Jose Maria Lopez196+3 Laps1:43.299188.6

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#8ToyotaToyotaToyota TS050 HybridToyota Gazoo RacingSébastien Buemi · Anthony Davidson · Kazuki Nakajima1991:42.997
LMP2P5#31OrecaOreca 07Vaillante RebellionJulien Canal · Nicolas Prost · Bruno Senna1861:50.045
LMGTE ProP14#71FerrariFerrariFerrari 488 GTEFerrari AF CorseDavide Rigon · Sam Bird1751:58.519
LMGTE AmP21#98Aston MartinAston MartinAston Martin V8 Vantage GTEAston Martin RacingPaul Dalla Lana · Pedro Lamy · Mathias Lauda1702:00.560

Manufacturer pace

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

Porsche
189
Toyota
188.9

Reliability by class

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

LMGTE Am
0% · n5
LMGTE Pro
12.5% · n8
LMP1
0% · n4
LMP2
0% · 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.

#8 Toyota
1.008
#1 Porsche
1.004
#2 Porsche
0.999
#7 Toyota
0.989

Position stability, final hour

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

92%

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 (2 leaders)
1 lapsWinning margin over P2
7.0 sPace delta LMP1 → LMP2
LMP1top class analyzed
2.6 sClosest lead gap
3/4Hours inside 30 s
1,077 kmWinning distance
178.8Average speed km/h
134Position changes total
70Drivers in the field

Fastest race lap

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

1:42.862 · 189.4 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
#1Porsche33±0.63
#2Porsche33±0.63
#8Toyota33.2±0.75
#7Toyota32.6±1.36

WEC record at this circuit

The World Endurance Championship has raced here 14 times in the seasons we analyze, and Toyota has won most often (11). Every entry links to the full data analysis of that race.

Fastest lap on record
1:41.511 · 191.9 km/h
#8 Audi, Audi Sport Team Joest (2016)
Highest race average
181.2 km/h
Audi (2016)
Seasons
2012, 2013, 2014, 2015, 2016, 2017, 2019-2020, 2021, 2022, 2023, 2024, 2025
WEC races at this circuit
YearRaceWinnerDistanceCars
20258 Hours of Bahrain#7 Toyota
Toyota Gazoo Racing
1,283 km36
20248 Hours of Bahrain#8 Toyota
Toyota Gazoo Racing
1,272 km36
20238 Hours of Bahrain#8 Toyota
Toyota Gazoo Racing
1,348 km36
20228 Hours of Bahrain#7 Toyota
Toyota Gazoo Racing
1,326 km37
20216 Hours of Bahrain#7 Toyota
Toyota Gazoo Racing
1,001 km31
20218 Hours of Bahrain#8 Toyota
Toyota Gazoo Racing
1,337 km31
20208 Hours of Bahrain#7 Toyota
Toyota Gazoo Racing
1,423 km24
20198 Hours of Bahrain#7 Toyota
Toyota Gazoo Racing
1,391 km31
20176 Hours of Bahrain#8 Toyota
Toyota Gazoo Racing
1,077 km26
20166 Hours of Bahrain#8 Audi
Audi Sport Team Joest
1,088 km31
20156 Hours of Bahrain#18 Porsche
Porsche Team
1,077 km32
20146 Hours of Bahrain#7 Toyota
Toyota Gazoo Racing
1,055 km27
20136 Hours of Bahrain#8 Toyota
Toyota Gazoo Racing
1,077 km28
20126 Hours of Bahrain#1 Audi
Audi Sport Team Joest
1,034 km28

All-time WEC records · every WEC season in data