In the dynamic landscape of urban transportation, the coexistence of bikes and cars plays a pivotal role in shaping sustainable and efficient mobility solutions. As cities continue to grow and face increasing congestion challenges, a balanced integration of both these modes of transportation becomes essential for fostering a harmonious urban environment. Bicycles, often hailed as the eco-friendly alternative, have gained popularity for short-distance commuting. With zero emissions and minimal environmental impact, bikes contribute to reducing air pollution and traffic congestion. Cities around the world are embracing bike-sharing programs and dedicated cycling lanes, encouraging citizens to adopt this mode of transport for their daily commute. Not only do bicycles promote physical well-being, but they also represent a cost-effective solution for individuals and municipalities alike. On the other hand, cars remain a cornerstone of urban mobility, providing flexibility and convenience, especially for longer distances or when carrying heavy loads.