Karlsruhe and Stuttgart rank second and third in the Smart-City-Index behind Hamburg. The two cities score particularly in the area of mobility, where they occupy top positions. The city of Heidelberg ranks sixth among the smartest cities behind Berlin and Munich. Also noteworthy is the city of Mannheim, which ranks first in the area of digital administration.
See the Smart-City-Index by Handelsblatt and statista