WalletHub put together the list, and they considered 100 of the most populated American cities, and ranked them across 30 metrics, like cost of buying a car and maintenance, traffic and infrastructure, safet,  and access to parking.

They named Raleigh, North Carolina the best city to drive in. Followed by Lincoln, Nebraska.

Two other North Carolina cities, Greensboro and Winston-Salem, were next at #3 and #4, and Corpus Christi, Texas rounded out the Top Five.

The worst city to drive in was Oakland, California. Indianapolis ranked about right in the middle at 51st.

(WalletHub.com has the full rundown.)