{"id":854677,"date":"2026-08-14T06:40:17","date_gmt":"2026-08-14T06:40:17","guid":{"rendered":"https:\/\/www.newsbeep.com\/au\/854677\/"},"modified":"2026-08-14T06:40:17","modified_gmt":"2026-08-14T06:40:17","slug":"ai-is-changing-how-racing-drivers-are-analysed","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/au\/854677\/","title":{"rendered":"AI is changing how racing drivers are analysed"},"content":{"rendered":"

\"Kimi<\/p>\n

By Elaine Schillinger<\/p>\n

Date posted: 14 August 2026<\/p>\n

Artificial intelligence is changing the way racing drivers are analysed, exposing weaknesses and habits that once took engineers weeks or months to identify.<\/p>\n

For generations, racing drivers have had somewhere to hide. The car was not quite right, the tyres went away, the balance changed, there was understeer on entry or traffic arrived at the wrong moment. Increasingly, though, the data knows better, and artificial intelligence is making it much harder to disguise exactly where the time is being lost.<\/p>\n

Teams have been recording throttle position, brake pressure, steering angle, speed and dozens of other parameters for decades. What is changing is their ability to interrogate enormous volumes of that information almost instantly. Instead of an engineer studying a handful of laps and telling a driver they are losing time through Turn 8, a machine-learning system can sift through thousands of laps and begin to explain why.<\/p>\n

A driver might, for example, start braking a little earlier as the tyres go off, without really noticing the change himself. Another might be giving away time with a steering input that only shows up in certain corners, or getting back to the throttle in a way that works early in a stint but hurts later on. On one lap it may amount to almost nothing, but keep doing it for 20 or 30 laps and suddenly there is a meaningful chunk of race time missing.<\/p>\n

The uncomfortable part for drivers is that the computer does not care about reputation. It does not know who has won championships, who has the biggest contract or who has spent years being regarded as brilliant in a particular type of corner. It simply sees patterns, and in some categories those patterns are already available not just within a team, but across the field.<\/p>\n

\"Ross<\/p>\n

Ross Chastain looks over the data at Watkins Glen. NASCAR teams can compare driver inputs and positioning across the field, making it increasingly difficult for a technique, weakness or performance gain to remain hidden. Image: GettyImages<\/p>\n

NASCAR offers one of the clearest examples through the SMT Team Analytics platform, which allows teams to access telemetry and positioning information from rival cars and compare performance corner by corner and lap by lap. A breakthrough discovered by one driver during a weekend can therefore quickly become visible to everyone else. A better line, a different braking technique or a more effective way of managing the throttle can be copied much faster than it once was.<\/p>\n

That has helped close the field, but it has also changed the value of a driver\u2019s individual discovery. Something that might once have remained an advantage for weeks can now be exposed within a race weekend. The same information that helps one driver improve also gives every competitor the chance to do exactly the same thing.<\/p>\n

Artificial intelligence pushes that idea further because the benchmark no longer has to be the driver on the other side of the garage. With enough historical data, a driver can theoretically be compared against years of their own performances or against another competitor entirely. Imagine quantifying exactly how Shane van Gisbergen altered his technique when moving from Supercars to NASCAR, identifying which habits transferred successfully and which ones had to be unlearned.<\/p>\n

The next frontier is the driver rather than the car. Formula 1 already uses sensor-equipped gloves capable of monitoring vital signs for medical purposes, while eye-tracking technology is increasingly familiar in driver development and simulator programs. Add those data streams to machine learning and the analysis becomes far more personal.<\/p>\n

\"\"<\/a><\/p>\n

Teams can begin examining where a driver is looking, how reaction times change late in a race, whether fatigue is affecting decision-making and whether physiological responses alter under pressure. Measured over hundreds of laps, starts and race situations, qualities once described largely through instinct and observation can start becoming measurable trends. For the driver, that creates another layer of performance that can be analysed, compared and questioned.<\/p>\n

None of this makes the great racing driver less important. In many ways, it does the opposite, because if technology can explain most of what makes a lap fast, the part that remains unexplained becomes even more valuable. Instinct, racecraft, feel, courage and the ability to process chaos may become the qualities that separate the exceptional from the merely very good.<\/p>\n

The big change is that drivers can now be shown exactly where the time is going. A habit that once might have been put down to feel or circumstance can be checked against lap after lap of data, and if the same pattern keeps appearing, it becomes pretty hard to argue with.<\/p>\n

The machine may not be coming for the driver\u2019s seat. But it is becoming very good at removing the excuses.<\/p>\n

In the latest Auto Action Premium<\/a>, we investigate the AI race already reshaping motorsport, from driver analysis and Formula 1 strategy models to digital twins, racecar design and the Australian pitlane, and ask where the human still holds the decisive advantage.<\/p>\n

\"\"<\/a><\/p>\n

\"\"\/<\/a>\"\"\/<\/a>
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\nFormula One, or F1, is the highest class of single-seater auto racing, governed by the F\u00e9d\u00e9ration Internationale de l\\’Automobile (FIA) and is owned by Liberty Media. The name “Formula One” refers to the set of rules or formula that all cars and drivers must comply with.
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\nFormula One has seen many changes and innovations over the years, both in terms of technology and regulations. Some of the most notable developments include the introduction of rear-engined cars in the late 1950s, the use of aerodynamic wings in the late 1960s, the adoption of turbocharged engines in the late 1970s, the emergence of electronic driver aids in the late 1980s, the switch to V10 and then V8 engines in the 1990s and 2000s, and the introduction of hybrid power units in 2014.
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\n
\nThe following is a list of all F1 World Drivers Champions by year, from 1950 to 2020:
\n1950-1959
\n1950: Giuseppe Farina (Italy) – Alfa Romeo 158, Alfa Romeo
\n
\n1951: Juan Manuel Fangio (Argentina) – Alfa Romeo 159, Alfa Romeo
\n
\n1952: Alberto Ascari (Italy) – Ferrari 500, Ferrari
\n
\n1953: Alberto Ascari (Italy) – Ferrari 500, Ferrari
\n
\n1954: Juan Manuel Fangio (Argentina) – Maserati 250F, Maserati \/ Mercedes-Benz W196, Mercedes-Benz
\n
\n1955: Juan Manuel Fangio (Argentina) – Mercedes-Benz W196, Mercedes-Benz
\n
\n1956: Juan Manuel Fangio (Argentina) – Ferrari D50, Ferrari
\n
\n1957: Juan Manuel Fangio (Argentina) – Maserati 250F, Maserati
\n
\n1958: Mike Hawthorn (United Kingdom) – Ferrari 246, Ferrari
\n
\n1959: Jack Brabham (Australia) – Cooper T51, Cooper-Climax
\n1960-1969
\n1960: Jack Brabham (Australia) – Cooper T53, Cooper-Climax
\n
\n1961: Phil Hill (United States) – Ferrari 156, Ferrari
\n
\n1962: Graham Hill (United Kingdom) – BRM P57, BRM
\n
\n1963: Jim Clark (United Kingdom) – Lotus 25, Lotus-Climax
\n
\n1964: John Surtees (United Kingdom) – Ferrari 158, Ferrari
\n
\n1965: Jim Clark (United Kingdom) – Lotus 33, Lotus-Climax
\n
\n1966: Jack Brabham (Australia) – Brabham BT19, Brabham-Repco
\n
\n1967: Denny Hulme (New Zealand) – Brabham BT20, Brabham-Repco
\n
\n1968: Graham Hill (United Kingdom) – Lotus 49, Lotus-Ford
\n
\n1969: Jackie Stewart (United Kingdom) – Matra MS80, Matra-Ford
\n1970-1979
\n1970: Jochen Rindt (Austria) – Lotus 72, Lotus-Ford
\n
\n1971: Jackie Stewart (United Kingdom) – Tyrrell 003, Tyrrell-Ford
\n
\n1972: Emerson Fittipaldi (Brazil) – Lotus 72D, Lotus-Ford
\n
\n1973: Jackie Stewart (United Kingdom) – Tyrrell 006, Tyrrell-Ford
\n
\n1974: Emerson Fittipaldi (Brazil) – McLaren M23, McLaren-Ford
\n
\n1975: Niki Lauda (Austria) – Ferrari 312T, Ferrari
\n
\n1976: James Hunt (United Kingdom) – McLaren M23, McLaren-Ford
\n
\n1977: Niki Lauda (Austria) – Ferrari 312T2, Ferrari
\n
\n1978: Mario Andretti (United States) – Lotus 79, Lotus-Ford
\n
\n1979: Jody Scheckter (South Africa) – Ferrari 312T4, Ferrari
\n1980-1989
\n1980: Alan Jones (Australia) – Williams FW07B, Williams-Ford
\n
\n1981: Nelson Piquet (Brazil) – Brabham BT49C, Brabham-Ford
\n
\n1982: Keke Rosberg (Finland) – Williams FW08, Williams-Ford
\n
\n1983: Nelson Piquet (Brazil) – Brabham BT52, Brabham-BMW
\n
\n1984: Niki Lauda (Austria) – McLaren MP4\/2, McLaren-TAG
\n
\n1985: Alain Prost (France) – McLaren MP4\/2B, McLaren-TAG
\n
\n1986: Alain Prost (France) – McLaren MP4\/2C, McLaren-TAG
\n
\n1987: Nelson Piquet (Brazil) – Williams FW11B, Williams-Honda
\n
\n1988: Ayrton Senna (Brazil) – McLaren MP4\/4, McLaren-Honda
\n
\n1989: Alain Prost (France) – McLaren MP4\/5, McLaren-Honda
\n1990-1999
\n1990: Ayrton Senna (Brazil) – McLaren MP4\/5B, McLaren-Honda
\n
\n1991: Ayrton Senna (Brazil) – McLaren MP4\/6, McLaren-Honda
\n
\n1992: Nigel Mansell (United Kingdom) – Williams FW14B, Williams-Renault
\n
\n1993: Alain Prost (France) – Williams FW15C, Williams-Renault
\n
\n1994: Michael Schumacher (Germany) – Benetton B194, Benetton-Ford
\n
\n1995: Michael Schumacher (Germany) – Benetton B195, Benetton-Renault
\n
\n1996: Damon Hill (United Kingdom) – Williams FW18, Williams-Renault
\n
\n1997: Jacques Villeneuve (Canada) – Williams FW19, Williams-Renault
\n
\n1998: Mika H\u00e4kkinen (Finland) – McLaren MP4\/13, McLaren-Mercedes
\n
\n1999: Mika H\u00e4kkinen (Finland) – McLaren MP4\/14, McLaren-Mercedes
\n2000-2009
\n2000: Michael Schumacher (Germany) – Ferrari F1-2000, Ferrari
\n
\n2001: Michael Schumacher (Germany) – Ferrari F2001, Ferrari
\n
\n2002: Michael Schumacher (Germany) – Ferrari F2002, Ferrari
\n
\n2003: Michael Schumacher (Germany) – Ferrari F2003-GA, Ferrari
\n
\n2004: Michael Schumacher (Germany) – Ferrari F2004, Ferrari
\n
\n2005: Fernando Alonso (Spain) – Renault R25, Renault
\n
\n2006: Fernando Alonso (Spain) – Renault R26, Renault
\n
\n2007: Kimi R\u00e4ikk\u00f6nen (Finland) – Ferrari F2007, Ferrari
\n
\n2008: Lewis Hamilton (United Kingdom) – McLaren MP4-23, McLaren-Mercedes
\n
\n2009: Jenson Button (United Kingdom) – Brawn BGP 001, Brawn-Mercedes
\n2010-2020
\n2010: Sebastian Vettel (Germany) – Red Bull RB6, Red Bull-Renault
\n
\n2011: Sebastian Vettel (Germany) – Red Bull RB7, Red Bull-Renault
\n
\n2012: Sebastian Vettel (Germany) – Red Bull RB8, Red Bull-Renault
\n
\n2013: Sebastian Vettel (Germany) – Red Bull RB9, Red Bull-Renault
\n
\n2014: Lewis Hamilton (United Kingdom) – Mercedes F1 W05 Hybrid, Mercedes
\n
\n2015: Lewis Hamilton (United Kingdom) – Mercedes F1 W06 Hybrid, Mercedes
\n
\n2016: Nico Rosberg (Germany) – Mercedes F1 W07 Hybrid, Mercedes
\n
\n2017: Lewis Hamilton (United Kingdom) – Mercedes F1 W08 EQ Power+, Mercedes
\n
\n2018: Lewis Hamilton (United Kingdom) – Mercedes F1 W09 EQ Power+, Mercedes
\n
\n2019: Lewis Hamilton (United Kingdom) – Mercedes F1 W10 EQ Power+, Mercedes
\n
\n2020: Lewis Hamilton (United Kingdom) – Mercedes F1 W11 EQ Power+, Mercedes
\n2021-
\n2021: Max Verstappen (Netherlands) \u2013 Red Bull RB16B, Honda
\n
\n2022: Max Verstappen (Netherlands) \u2013 Red Bull RB18, Red Bull Power Trains Honda
\n
\n2023: Max Verstappen (Netherlands) \u2013 Red Bull RB19, Red Bull Power Trains Honda
\n
\n2024: Max Verstappen (Netherlands) \u2013 Red Bull RB20, Red Bull Power Trains Honda’,
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\nFormula One has seen many changes and innovations over the years, both in terms of technology and regulations. Some of the most notable developments include the introduction of rear-engined cars in the late 1950s, the use of aerodynamic wings in the late 1960s, the adoption of turbocharged engines in the late 1970s, the emergence of electronic driver aids in the late 1980s, the switch to V10 and then V8 engines in the 1990s and 2000s, and the introduction of hybrid power units in 2014.
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\nFormula One is widely regarded as the pinnacle of motorsport, attracting millions of fans and viewers worldwide. The sport is also a huge business, involving billions of dollars in revenue and expenditure. The teams compete for prize money, sponsorship deals, and media rights, while the drivers earn millions of dollars in salaries and endorsements. The sport is also influenced by politics, regulations, and controversies, such as doping scandals, espionage cases, safety issues, and environmental concerns.
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\nThe following is a list of all F1 World Drivers Champions by year, from 1950 to 2020:
\n1950-1959
\n1950: Giuseppe Farina (Italy) – Alfa Romeo 158, Alfa Romeo
\n
\n1951: Juan Manuel Fangio (Argentina) – Alfa Romeo 159, Alfa Romeo
\n
\n1952: Alberto Ascari (Italy) – Ferrari 500, Ferrari
\n
\n1953: Alberto Ascari (Italy) – Ferrari 500, Ferrari
\n
\n1954: Juan Manuel Fangio (Argentina) – Maserati 250F, Maserati \/ Mercedes-Benz W196, Mercedes-Benz
\n
\n1955: Juan Manuel Fangio (Argentina) – Mercedes-Benz W196, Mercedes-Benz
\n
\n1956: Juan Manuel Fangio (Argentina) – Ferrari D50, Ferrari
\n
\n1957: Juan Manuel Fangio (Argentina) – Maserati 250F, Maserati
\n
\n1958: Mike Hawthorn (United Kingdom) – Ferrari 246, Ferrari
\n
\n1959: Jack Brabham (Australia) – Cooper T51, Cooper-Climax
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\n1960: Jack Brabham (Australia) – Cooper T53, Cooper-Climax
\n
\n1961: Phil Hill (United States) – Ferrari 156, Ferrari
\n
\n1962: Graham Hill (United Kingdom) – BRM P57, BRM
\n
\n1963: Jim Clark (United Kingdom) – Lotus 25, Lotus-Climax
\n
\n1964: John Surtees (United Kingdom) – Ferrari 158, Ferrari
\n
\n1965: Jim Clark (United Kingdom) – Lotus 33, Lotus-Climax
\n
\n1966: Jack Brabham (Australia) – Brabham BT19, Brabham-Repco
\n
\n1967: Denny Hulme (New Zealand) – Brabham BT20, Brabham-Repco
\n
\n1968: Graham Hill (United Kingdom) – Lotus 49, Lotus-Ford
\n
\n1969: Jackie Stewart (United Kingdom) – Matra MS80, Matra-Ford
\n1970-1979
\n1970: Jochen Rindt (Austria) – Lotus 72, Lotus-Ford
\n
\n1971: Jackie Stewart (United Kingdom) – Tyrrell 003, Tyrrell-Ford
\n
\n1972: Emerson Fittipaldi (Brazil) – Lotus 72D, Lotus-Ford
\n
\n1973: Jackie Stewart (United Kingdom) – Tyrrell 006, Tyrrell-Ford
\n
\n1974: Emerson Fittipaldi (Brazil) – McLaren M23, McLaren-Ford
\n
\n1975: Niki Lauda (Austria) – Ferrari 312T, Ferrari
\n
\n1976: James Hunt (United Kingdom) – McLaren M23, McLaren-Ford
\n
\n1977: Niki Lauda (Austria) – Ferrari 312T2, Ferrari
\n
\n1978: Mario Andretti (United States) – Lotus 79, Lotus-Ford
\n
\n1979: Jody Scheckter (South Africa) – Ferrari 312T4, Ferrari
\n1980-1989
\n1980: Alan Jones (Australia) – Williams FW07B, Williams-Ford
\n
\n1981: Nelson Piquet (Brazil) – Brabham BT49C, Brabham-Ford
\n
\n1982: Keke Rosberg (Finland) – Williams FW08, Williams-Ford
\n
\n1983: Nelson Piquet (Brazil) – Brabham BT52, Brabham-BMW
\n
\n1984: Niki Lauda (Austria) – McLaren MP4\/2, McLaren-TAG
\n
\n1985: Alain Prost (France) – McLaren MP4\/2B, McLaren-TAG
\n
\n1986: Alain Prost (France) – McLaren MP4\/2C, McLaren-TAG
\n
\n1987: Nelson Piquet (Brazil) – Williams FW11B, Williams-Honda
\n
\n1988: Ayrton Senna (Brazil) – McLaren MP4\/4, McLaren-Honda
\n
\n1989: Alain Prost (France) – McLaren MP4\/5, McLaren-Honda
\n1990-1999
\n1990: Ayrton Senna (Brazil) – McLaren MP4\/5B, McLaren-Honda
\n
\n1991: Ayrton Senna (Brazil) – McLaren MP4\/6, McLaren-Honda
\n
\n1992: Nigel Mansell (United Kingdom) – Williams FW14B, Williams-Renault
\n
\n1993: Alain Prost (France) – Williams FW15C, Williams-Renault
\n
\n1994: Michael Schumacher (Germany) – Benetton B194, Benetton-Ford
\n
\n1995: Michael Schumacher (Germany) – Benetton B195, Benetton-Renault
\n
\n1996: Damon Hill (United Kingdom) – Williams FW18, Williams-Renault
\n
\n1997: Jacques Villeneuve (Canada) – Williams FW19, Williams-Renault
\n
\n1998: Mika H\u00e4kkinen (Finland) – McLaren MP4\/13, McLaren-Mercedes
\n
\n1999: Mika H\u00e4kkinen (Finland) – McLaren MP4\/14, McLaren-Mercedes
\n2000-2009
\n2000: Michael Schumacher (Germany) – Ferrari F1-2000, Ferrari
\n
\n2001: Michael Schumacher (Germany) – Ferrari F2001, Ferrari
\n
\n2002: Michael Schumacher (Germany) – Ferrari F2002, Ferrari
\n
\n2003: Michael Schumacher (Germany) – Ferrari F2003-GA, Ferrari
\n
\n2004: Michael Schumacher (Germany) – Ferrari F2004, Ferrari
\n
\n2005: Fernando Alonso (Spain) – Renault R25, Renault
\n
\n2006: Fernando Alonso (Spain) – Renault R26, Renault
\n
\n2007: Kimi R\u00e4ikk\u00f6nen (Finland) – Ferrari F2007, Ferrari
\n
\n2008: Lewis Hamilton (United Kingdom) – McLaren MP4-23, McLaren-Mercedes
\n
\n2009: Jenson Button (United Kingdom) – Brawn BGP 001, Brawn-Mercedes
\n2010-2020
\n2010: Sebastian Vettel (Germany) – Red Bull RB6, Red Bull-Renault
\n
\n2011: Sebastian Vettel (Germany) – Red Bull RB7, Red Bull-Renault
\n
\n2012: Sebastian Vettel (Germany) – Red Bull RB8, Red Bull-Renault
\n
\n2013: Sebastian Vettel (Germany) – Red Bull RB9, Red Bull-Renault
\n
\n2014: Lewis Hamilton (United Kingdom) – Mercedes F1 W05 Hybrid, Mercedes
\n
\n2015: Lewis Hamilton (United Kingdom) – Mercedes F1 W06 Hybrid, Mercedes
\n
\n2016: Nico Rosberg (Germany) – Mercedes F1 W07 Hybrid, Mercedes
\n
\n2017: Lewis Hamilton (United Kingdom) – Mercedes F1 W08 EQ Power+, Mercedes
\n
\n2018: Lewis Hamilton (United Kingdom) – Mercedes F1 W09 EQ Power+, Mercedes
\n
\n2019: Lewis Hamilton (United Kingdom) – Mercedes F1 W10 EQ Power+, Mercedes
\n
\n2020: Lewis Hamilton (United Kingdom) – Mercedes F1 W11 EQ Power+, Mercedes
\n2021-
\n2021: Max Verstappen (Netherlands) \u2013 Red Bull RB16B, Honda
\n
\n2022: Max Verstappen (Netherlands) \u2013 Red Bull RB18, Red Bull Power Trains Honda
\n
\n2023: Max Verstappen (Netherlands) \u2013 Red Bull RB19, Red Bull Power Trains Honda
\n
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