CNG vehicles run on Compressed Natural Gas, offering a cleaner, eco-friendly alternative to gasoline and diesel. They produce lower emissions, reducing pollutants like carbon dioxide and nitrogen oxides. CNG vehicles are cost-effective, with cheaper fuel prices and extended engine life, though they face challenges like limited refueling infrastructure and shorter driving ranges.