R&D intensity of key autonomous vehicle companies worldwide 2018
Alphabet's research and development spending-to-sales revenue stood at 15.7 percent in 2018. The company is known for its self-driving car program Waymo. Mapping and navigation company Zenrin only spent the equivalent of 1.5 percent of its sales revenue on R&D in 2018.