Bugatti has never considered optimizing their products’ consumption and emission, proven by the significant growth in total fuel consumption and CO2 emission.

CO2 Emissions
Bugatti 538.83
Lamborghini 410.79
Rolls-Royce 390.95
Bentley 361.67
Aston Martin 320.50
Maserati 317.29
Mercedes-Benz 271.25
Audi 247.67
Volvo 222.70
Volkswagen 210.97
FIAT 198.37
Honda 187.58

Average CO2 emissions of all vehicles are 251.44 g/km, with a standard deviation of 58.85 g/km.

Bugatti continues to perform poorly in its environmental-friendliness with the highest CO2 emissions (538.83 g/km) and the worst CO2 rating (1.00).

Brands with high fuel consumption and CO2 emissions: Bugatti, Lamborghini, Rolls- Royce, Bentley, Aston Martin, Maserati, and Dodge

Brands with high smog emissions: Bugatti, Lamborghini, Maserati, Porsche, Dodge, Alfa Romeo, and Bentley.

Fuel-saver and environmental-friendly brands: Honda, Mitsubishi, Mazda, FIAT, Hyundai, MINI, Kia, and Volkswagen

Least smog-emitter brands: Volkswagen, Jaguar, MINI, Mazda, Toyota, Volvo, and Lexus.

Recommendations for both vehicle producers and customers who strive to be green in their products are as follows:
• Engine models: IONIQ Blue, IONIQ, Prius, Corolla Hybrid, And Niro FE;
• Suggested Vehicle Classes: Station wagon (Small), Compact, Mid-size, and SUV
(Small);
• For engine size and cylinder, the smaller, the better for fuel consumption and CO2
emissions;
• Suggested transmission type: AV1, AV, AM6, AV10, and AV6;
• About Fuel type, it is recommended to use fuel types D (Diesel) and X (Regular
gasoline).

Negative environmental impacts:
- Engine models: Chiron PUR Sport, Divo, Aventador Coupe S, Aventador Coupe SVJ, and Aventador Roadster S
- Van, Pickup truck, SUV
- For engine size, the bigger, the worse for CO2

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