comma.ai
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comma.ai: The Open-Source Autopilot
24 people, 300M miles, and a GitHub repo with 50K stars are redefining autonomous driving.
While Tesla and Waymo spend billions on proprietary hardware and closed software, George Hotz's comma.ai is taking a radically different path: open-source autonomy that runs on your existing car. With just 24 employees, they've logged over 300 million miles driven by their system—proving that sometimes, the best way to disrupt an industry is to open the hood.
"The future of autonomous driving isn't built in a secretive lab—it's built in public, on GitHub, with 20,000 users beta testing it on their daily commutes."
The Open-Source Advantage
comma.ai's openpilot repository isn't just code—it's a movement. With 50,000 GitHub stars, it's one of the most starred automotive projects on the platform. This transparency creates a unique feedback loop: users debug, contribute features, and stress-test the system across 325+ car models. While traditional automakers spend years validating each model, comma.ai leverages a global community to achieve scale that would require thousands of engineers.
The Economics of Disruption
At $2.4M in revenue with just 24 employees, comma.ai operates with a staggering $100K revenue per employee—remarkable for hardware/software hybrid. Their traffic metrics reveal a 40% organic search share, indicating strong brand awareness without massive marketing spend. The direct traffic (46%) suggests a loyal user base that returns regularly, likely checking for new car support or software updates. This is the efficiency of open-source scaling: community-driven growth rather than paid acquisition.
The product strategy is elegantly simple: comma four (their flagship hardware) plugs into existing vehicles, transforming them with L2+ autonomy. The headline 'openpilot can drive for hours without driver action' isn't hyperbole—it's a claim backed by millions of miles. The supported car list spans 27 brands, from Toyota to Hyundai, making it arguably the most versatile aftermarket ADAS solution available.
- Revenue per employee: ~$100K (exceptional for automotive tech)
- Organic search drives 40% of traffic—strong SEO and brand recognition
- GitHub repo with 50K stars and 300M+ miles of real-world data
- Supports 325+ car models vs. Tesla's limited fleet
- Community-driven development model accelerates feature iteration
The Future is Open (and Affordable)
While legacy automakers build walled gardens, comma.ai is democratizing autonomy—one GitHub commit at a time.
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comma.ai — make driving chill
An AI upgrade for your car
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Unusable invoices
When you order outside USA as a company, and need different billing/shipping address with PayPal protection, you will get an unusable invoice. I oredered twice, and cancelled both finally. They have no any billing/sale support. No phone, no e-mail, no chat. They say about a "ticket" support, but not exisit.
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About comma.ai
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comma.ai uses 13 technologies across their website including HSTS, WordPress, Twitter Pixel, and more.
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comma.ai receives approximately 367.8K monthly visitors and ranks #129,067 globally. The website has a bounce rate of 37% with visitors viewing an average of 3.0 pages per visit. Users spend an average of 1:38 on the site.
The majority of comma.ai's traffic comes from undefined, undefined, .
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