The latest findings from Canalys’ (www.canalys.com) Autonomous Vehicle Analysis service show that four cities lead the way when it comes to being ready for autonomous vehicles. San Francisco is out in front, followed by Shanghai, Singapore and London.

These rise to the top of a group of cities that, due to their size and populations, have some of the most complex transport networks in the world. The top four have a high need for autonomous vehicles to revolutionize their transport systems, combined with the ability to make it happen.

These conclusions come from Canalys’ recently published Autonomous Vehicle Readiness Index (AVRI), which ranks, weights and scores cities based on a set of specific criteria drawn from public sources and Canalys’ own data and estimates.

“Naturally, San Francisco leads the way and is the city best able to implement autonomous vehicles. The Bay Area is renowned as the world’s AV testing capital,” said Chris Jones, chief analyst. “Large populations play an important part in the AVRI assessment criteria, which is partly why Shanghai rates so highly. Shanghai’s rapid population growth has negatively affected its public transport infrastructure, which in turn has increased the number of vehicles registered. Such growth has meant the city has struggled to keep up with its green initiatives too. These factors combine with the fact that Shanghai has significant future strategy ventures and major smart city projects to move it toward the top of the index.”

The Shanghai International Automobile City (SIAC) is on the outskirts of the city – the first and biggest automotive technology R&D zone in China. Other factors that propel it toward the top of the index are its propensity to use ride-sharing and the fact that it is a hub for technology and automotive OEMs [original equipment manufacturers.

“In Singapore, the population is small but growing fast and extremely high density. There is government pressure to keep car ownership in check. It has a world-class public transport system and, thanks to its small size and short average commuting times, taxi and ride-sharing demand is high,” Joe Kempton, Autonomous Vehicle analyst at Canalys, said. “Singapore has instigated multiple smart city initiatives, including using the One-North business park as a testing zone for a range of urban digital experiments. This focus on specific technology projects has helped AV testing thrive.”

As for London, though vehicle ownership in central London is low, in the metropolitan area it is far higher. This makes commuting difficult for many Londoners, who must deal with major traffic issues. Because of both this and the bustling and overcrowded public transport network, there has been a large increase in ride- and car-sharing services.

“Several companies have been undertaking AV testing, and London has been involved in several key smart city initiatives, such as setting up a Smart London Innovation Network and using £200 million (US$260 million) to demonstrate smart city approaches by 2018, which boost its place in the Canalys rankings,” Kempton said.