comma.ai Competitors and Similar CompaniesClear all

comma.ai's competitors and similar companies include Pony.ai, Waymo, Aurora Innovation and ZongMu Technology.

	comma.ai comma.ai (also known as comma) is a company that develops driver assistance software and hardware for consumer vehicles.	Pony.ai Pony.ai is a company that specializes in autonomous mobility solutions.	Waymo Waymo is a company that provides autonomous self-driving ride-hailing services for the public sector.	Aurora Innovation Aurora Innovation is a company that provides autonomous vehicle technology solutions.	ZongMu Technology ZongMu Technology (纵目科技(上海)股份有限公司\|) is a technology company that develops intelligent driving systems.
Founding Date	Founding Date 2016	Founding Date 2016	Founding Date 2009	Founding Date 2017	Founding Date 2013
Type	Type Private	Type Private	Type Subsidiary	Type Public	Type Private
Tags	Tags Technology application software self driving	Tags Technology automation mapping navigation self driving	Tags Technology application software self driving	Tags Technology automation data management enterprise software mapping platform safety self driving	Tags Technology application software driver assistance electronics self driving
Locations	Locations San Diego, US HQ	Locations Fremont, US HQ Beijing, CN Guangzhou, CN Shanghai, CN Shenzhen, CN	Locations Mountain View, US HQ	Locations Pittsburgh, US HQ Bozeman, US Coppell, US Mountain View, US Seattle, US Aledo, US Detroit, US see more	Locations Shanghai, CN HQ
Employees	Employees 274% decrease	Employees 507	Employees 3,2042% increase	Employees 1,800	Employees 8356% increase
Valuation ($)	Valuation ($) 310.8 m	Valuation ($) 8.5 b	Valuation ($) N/A	Valuation ($) 11.7 b	Valuation ($) N/A
Financial
Revenue (est.)	Revenue (est.) $5.6m (Y, 2021)	Revenue (est.) N/A	Revenue (est.) N/A	Revenue (est.) $3m (FY, 2025)	Revenue (est.) ¥498.4m (FY, 2023)
Cost of goods	Cost of goods N/A	Cost of goods N/A	Cost of goods N/A	Cost of goods $17m (FY, 2025)	Cost of goods ¥481m (FY, 2023)
Gross profit	Gross profit N/A	Gross profit N/A	Gross profit N/A	Gross profit ($14m) (FY, 2025)	Gross profit ¥17.3m (FY, 2023)
Net income	Net income N/A	Net income N/A	Net income N/A	Net income ($816m) (FY, 2025)	Net income (¥564m) (FY, 2023)
Operating ⚠
Autonomous Miles Driven	Autonomous Miles Driven N/A	Autonomous Miles Driven 932.1 k (Dec, 2019)	Autonomous Miles Driven 20 m (Jan, 2020)	Autonomous Miles Driven N/A	Autonomous Miles Driven N/A
Funding
Latest funding round	Latest funding round $ 5m (about 8 years ago)	Latest funding round $ 100m (over 5 years ago)	Latest funding round N/A	Latest funding round N/A	Latest funding round $ 190m (about 5 years ago)
Total funding raised	Total funding raised $ 8.1m	Total funding raised $ 1.1b	Total funding raised $ 5.7b	Total funding raised $ 1.1b	Total funding raised $ 219m