openpilot
Provider 
Founded 2016
Sells To Consumers
Pricing Model Recurring, Software
Ownership Venture-backed

Comma AI's open-source driver-assistance software that adds lane-keeping, adaptive cruise, and lane-change automation to existing vehicles.
openpilot is Comma AI's open-source advanced driver-assistance system, designed to upgrade cars already on the road with automated lane centering, adaptive cruise control, and lane-changing. It runs on Comma AI's comma hardware device and is compatible with more than 325 car models across 27 brands.
The project is developed openly on GitHub, where it has accumulated tens of thousands of stars, and Comma AI reports hundreds of millions of miles driven across its user base. The software positions itself as an aftermarket, AI-driven alternative to factory driver-assistance systems.
| Attribute | openpilot | SuperVision | Wayve AI Driver | |
|---|---|---|---|---|
| Provider | ||||
| Founded | 2016 | 1999 | 2017 | |
| Sells To | Consumers | Enterprise | B2B, Enterprise | |
| Pricing Model | Recurring, Software | Product Sales | Licensing | |
| Ownership | Venture-backed | Public | Venture-backed |
Provider 
Founded 2016
Sells To Consumers
Pricing Model Recurring, Software
Ownership Venture-backed
Provider 
Founded 1999
Sells To Enterprise
Pricing Model Product Sales
Ownership Public
Provider 
Founded 2017
Sells To B2B, Enterprise
Pricing Model Licensing
Ownership Venture-backed


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Tesla's camera-based, end-to-end AI driver-assistance software that steers, navigates, and parks its vehicles under active driver supervision.

Eyes-off consumer autonomous-driving stack for automakers.

TuSimple Autonomous Trucking Platform provides autonomous driving technology for commercial trucks.

Driverless system for robotaxis, ride-pooling, public transport, and goods delivery.

NuPort Autonomous Retrofit Kit upgrades existing truck fleets with self-driving capabilities.

Google's in-car experience that mirrors Android phone apps — navigation, messages, media, and assistant — on the car display.
