comma.ai
(https://comma.ai) 📸 Data Snapshot: May 26, 2026Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.
There is virtually zero semantic drift between the homepage signal and sub-page substance. The homepage H1 ‘comma four’ and H2 ‘An AI upgrade for your car’ are directly supported by the shop page’s detailed hardware specs and the /openpilot/ page’s explanation of machine learning models. The site delivers exactly what it promises: a hardware device (comma four) that runs specific open-source software (openpilot) for a verified list of vehicles.
Semantic Coherence is read from the heading hierarchy first: what each page announces in its H1 and headings, then whether the body actually delivers on it. Below is the structure the engine mapped, followed by the clean text to check for drift between promise and reality.
🏗️ Semantic Structure — heading hierarchy & page identity (the promise the page makes)
HOMEPAGE comma.ai — make driving chill (https://comma.ai)
comma.ai — make driving chill
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER comma.ai — make driving chill (https://comma.ai/openpilot/)
comma.ai — make driving chill
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER comma.ai — make driving chill (https://comma.ai/shop/comma-four/)
comma.ai — make driving chill
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER comma.ai — make driving chill (https://comma.ai/vehicles/)
comma.ai — make driving chill
📝 The Narrative — clean text per page (homepage promise vs. sub-page reality)
HOMEPAGE (https://comma.ai) comma.ai — make driving chill
[H1] comma four [H2] An AI upgrade for your car [IMG: comma four device] Lanecentering Dashcamrecording Adaptivecruise OTAupdates Lanechanging 360° vision Buy now [H1] Buy it, plug it in, and engage. [H3] comma four works with the car you already drive. It's active driver assistance for your Toyota, Hyundai, Ford, and more. [H1] comma four can run openpilot. [H1] It works on 325+ car models from 27 brands. Is your car supported? [IMG: Hyundai logo] Hyundai Sonata 2020-23 [IMG: Hyundai logo] Hyundai Palisade 2020-22 [IMG: Kia logo] Kia Niro EV 2019-23 [IMG: Lexus logo] Lexus ES 2019-22 [IMG: Toyota logo] Toyota Corolla 2020-22 [IMG: Toyota logo] Toyota Rav4 2019-22 View all 325+ cars comma is real [H1] 300+ million miles driven and 20k users. Our GitHub repo has 50k stars. Featured in [IMG: Logo of Linus Tech Tips] [IMG: Logo of Snazzy Labs] [IMG: Logo of The Verge] [IMG: Logo of Car and Driver] [IMG: Logo of Consumer Reports] [IMG: Logo of Road Show] [H1] Follow us on ? @comma_ai. Careers We are hiring [H1] Join us in building the future. /01 product /02 autonomy /03 operations [H4] We're looking for talented individuals, able to work independently, and ready to make a meaningful impact. See open positions
SUB-PAGE (https://comma.ai/openpilot/) comma.ai — make driving chill
300+ million Miles driven 56% Miles driven are engaged 20,000+ Active users 1000+ Contributors [H1] openpilot is an open source advanced driver assistance system that works on 325+ car models of Toyota, Hyundai, Honda, and many other brands. Automated Lane Centering Adaptive Cruise Control Lane Change Assist Driver Monitoring (no wheel nags) Can drive for hours without intervention Open source and developed on GitHub 01 [H2] Makes driving chill Currently, openpilot performs the functions of Adaptive Cruise Control (ACC) and Automated Lane Centering (ALC). openpilot can accelerate, brake automatically for other vehicles, and steer to follow the road/lane. When openpilot is enabled, a driver monitoring system watches the driver and ensures the driver is attentive and ready to take over at all times. When used correctly, these features reduce your workload as a driver, and can make long drives relaxing instead of tedious. 02 [H2] Connects to your car openpilot works by connecting to your car's CAN network. Modern cars accept electronic steering, gas, and brake commands to allow for ADAS features. openpilot can use these commands to provide much better ADAS features than the car manufacturers can provide. 03 [H2] Modern machine learning openpilot contains a state-of-the-art neural network that understands the road scene and predicts where to drive. This neural network has learned to drive by watching the millions of miles of driving data openpilot has recorded. This makes openpilot exceptionally good at nuanced situations such as driving in areas with faded lanelines, different countries, and more. 04 [H2] Open source and community supported openpilot is developed by comma and by users like you. We welcome both pull requests and issues on GitHub. Bug fixes and new car ports are strongly encouraged. Check out the contributing docs. View on GitHub [H3] Latest Release Notes [IMG: openpilot 0.11 feature highlights] March 17, 2026 openpilot 0.11 The first robotics agent fully trained in a learned simulation [IMG: openpilot 0.10.3 feature highlights] December 21, 2025 openpilot 0.10.3 New driving and driver monitoring models [IMG: openpilot 0.10.1 feature highlights] October 28, 2025 openpilot 0.10.1 New driving model, new DM model, and brand new UI. [IMG: openpilot 0.10 feature highlights] August 21, 2025 openpilot 0.10 After three years on the 0.9 series, we welcome you to the 0.10 series. [IMG: openpilot 0.9.9 feature highlights] June 19, 2025 openpilot 0.9.9 New driving model, live lateral lag learning, and Tesla support 05 [H2] Try openpilot on the comma four Love it or return it. Every comma four comes with a 30-day money back trial. [IMG: comma four device] 360° visionW/ 3 cameras Qualcomm snapdragon 845 MAX LTE & WiFi BEAUTIFULOLED display CAN FD ENABLED High-precision GPS Buy now 06 [H2] Proven on the road Our 20,000+ users have driven over 300 million miles with a device running openpilot. Over 56% of those miles were driven by openpilot, with the driver supervising. What is openpilot? comma openpilot is an open source driver-assistance system. Currently, openpilot performs the functions of Adaptive Cruise Control (ACC) and Automated Lane Centering (ALC) for compatible vehicles. It performs similarly to Tesla Autopilot and GM Super Cruise. openpilot can steer, accelerate, and brake automatically for other vehicles within its lane. Check it out on GitHub. In order to enforce driver alertness, openpilot includes a camera based Driver Monitoring (DM) system that alerts the driver when distracted or asleep. However, even with an attentive driver, we must make further efforts for the system to be safe. We have designed openpilot with two other safety considerations: The driver must always be capable to immediately retake manual control of the vehicle, by stepping on either pedal or by pressing the cancel button. The vehicle must not alter its trajectory too quickly for the driver to safely react. This means that while the system is engaged, the actuators are constrained to operate within reasonable limits. How does openpilot work? openpilot works by connecting to your car's CAN network. Most modern cars accept electronic steering, gas, and brake commands to allow for driver assistance features. openpilot can use these commands to provide much better driver assistance features than the car manufacturers can provide. Is my car compatible with openpilot? A complete list of compatible vehicles can be found on our Compatibility page. What should I buy to run openpilot in my car? After verifying that your car is compatible, we recommend purchasing a comma device in our shop. Don't forget to purchase a car harness to connect it to your vehicle. Add to cart, check out, and you’re good to go! Do I have to pay attention? Yes, the driver must always be able to immediately retake manual control of the vehicle, by stepping on the brake pedal or by pressing the cancel button. When openpilot is engaged, a driver monitoring system actively tracks driver awareness to help prevent distractions. The openpilot system disengages if you are distracted. Drivers must keep their eyes on the road at all times and be ready to take control of the car. What is the openpilot safety model? More info about the openpilot safety model can be found here. What are the limitations of openpilot Automated Lane Centering? openpilot Automated Lane Centering (ALC) system does not automatically drive the vehicle or reduce the amount of attention that must be paid to the area in front of the vehicle. The driver must always keep control of the steering wheel and be ready to correct the ALC system action at all times. Many factors can impact the performance of openpilot ALC, causing it to be unable to function as intended. These include, but are not limited to: Poor visibility (heavy rain, snow, fog, etc.) or weather conditions are interfering with sensor operation. The road facing camera is obstructed, covered or damaged by mud, ice, snow, etc. Obstruction caused by applying excessive paint or adhesive products (such as wraps, stickers, rubber coating, etc.) onto the vehicle. The device is mounted incorrectly. When in sharp curves, like on-off ramps, intersections etc...; openpilot is designed to be limited in the amount of steering torque it can produce. In the presence of restricted lanes or construction zones. When driving on highly banked roads or in presence of strong cross-wind. Extremely hot or cold temperatures. Bright light (due to oncoming headlights, direct sunlight, etc.) Driving on hills, narrow, or winding roads. The list above does not represent an exhaustive list of situations that may interfere with proper operation of openpilot components. It is the driver's responsibility to be in control of the vehicle at all times. What are the limitations of openpilot Adaptive Cruise Control? openpilot Adaptive Cruise Control (ACC) is not a system that allows careless or inattentive driving. It is still necessary for the driver to pay close attention to the vehicle’s surroundings and to be ready to re-take control of the gas and the brake at all times. Many factors can impact the performance of openpilot ACC, causing it to be unable to function as intended. These include, but are not limited to: Poor visibility (heavy rain, snow, fog, etc.) or weather conditions are interfering with sensor operation. The road facing camera or radar are obstructed, covered, or damaged by mud, ice, snow, etc. Obstruction caused by applying excessive paint or adhesive products (such as wraps, stickers, rubber coating, etc.) onto the vehicle. The device is mounted incorrectly. Approaching a toll booth. When driving on roads with pedestrians, cyclists, etc... In presence of traffic signs or stop lights, which are not detected by openpilot at this time. When the posted speed limit is below the user selected set speed. openpilot does not detect speed limits at this time. In presence of vehicles in the same lane that are not moving. When abrupt braking maneuvers are required. openpilot is designed to be limited in the amount of deceleration and acceleration that it can produce. When surrounding vehicles perform close cut-ins from neighbor lanes. Driving on hills, narrow, or winding roads. Extremely hot or cold temperatures. Bright light (due to oncoming headlights, direct sunlight, etc.) Interference from other equipment that generates ultrasonic waves. The list above does not represent an exhaustive list of situations that may interfere with proper operation of openpilot components. It is the driver's responsibility to be in control of the vehicle at all times. Do I retain my car factory safety features with openpilot installed? When openpilot is enabled in settings, Lane Keep Assist (LKAS), and Automated Lane Centering (ALC) are replaced by openpilot lateral control and only function when openpilot is engaged. Lane Departure Warning (LDW) works whether engaged or disengaged. On certain cars, Adaptive Cruise Control (ACC) is replaced by openpilot longitudinal control. openpilot preserves any other vehicle safety features, including, but are not limited to: AEB, auto high-beam, blind spot warning, and side collision warning. Does openpilot support manual transmission cars (with the driver shifting)? On certain cars, manual transmissions are supported if they have the packages listed in the compatibility table. If you’d like to learn more, join us on Discord, where some of our members are supporting manual cars. How does openpilot recognize the car model it is connected to? If your car is on the list of supported cars, openpilot will automatically recognize the model of your car by performing a scan of relevant ECU firmware versions present in your car. The presence of certain ECU firmware versions is an indication of the model year, car brand, car model, and trim. If your car isn’t recognized as supported, your device will fall back to a dashcam only mode, preserving the stock functionalities and the user will receive a notification on the screen. How do I update openpilot? All software updates are received over-the-air (OTA). openpilot will automatically check for updates when connected to the internet. Your device will notify you on the screen when an update is available and prompt you to reboot the device to complete the update. You may also manually check for updates in the settings, under the "software" tab. Will all versions of openpilot work with my comma device? The comma 3X can only run openpilot 0.9.4 and above. Running earlier versions requires making modifications to the software so that a newer AGNOS is installed. If you face issues after installing an older version of openpilot, you can re-flash AGNOS on your device by following the instructions at flash.comma.ai. Does openpilot work at all speeds? Supported speeds vary depending on the car. Please reference the supported car list for vehicle specific speed limitations. Maximum speed is the same as the maximum speed that stock ACC can be set to (car dependent) with a hard limit at ~92mph. Does openpilot work outside of the United States of America? Yes, openpilot is not region locked and can be used in any country. You are responsible for complying with local laws and regulations. What is a fingerprint? A fingerprint is the method openpilot uses to determine which vehicle it is connected to. Current methods use vehicle ECU firmware logging. openpilot will fingerprint the vehicle on each start up. If openpilot detects a firmware version not previously logged, it will need to be added to the codebase. Guides on adding new firmware can be found here. Where is my dongle ID? The dongle ID of your device can be found in Settings of the device in the Device tab. How do I leave feedback for openpilot? Feedback, good or bad, can be given in the #openpilot-experience channel on our community Discord.
SUB-PAGE (https://comma.ai/shop/comma-four/) comma.ai — make driving chill
[IMG: product preview] [IMG: product preview 1] [IMG: product preview 2] [IMG: product preview 3] [IMG: product preview 4] [H1] comma four $999 Free rush shipping Select a harness to connect the comma four to your car. Select your car I already have a car harness (‑$50) Acura ILX 2016-18 Harness: Honda Nidec Acura ILX 2019 Harness: Honda Nidec Acura MDX 2025-26 Harness: Honda Bosch C Acura RDX 2016-18 Harness: Honda Nidec Acura RDX 2019-21 Harness: Honda Bosch A Acura TLX 2021 Harness: Honda Bosch A Acura TLX 2025 Harness: Honda Bosch C Audi A3 2014-19 Harness: VW J533 Audi A3 Sportback e-tron 2017-18 Harness: VW J533 Audi Q2 2018 Harness: VW J533 Audi Q3 2019-24 Harness: VW J533 Audi RS3 2018 Harness: VW J533 Audi S3 2015-17 Harness: VW J533 Chevrolet Bolt EUV 2022-23 Harness: GM Chevrolet Bolt EV 2022-23 Harness: GM Chevrolet Equinox 2019-22 Harness: GM Chevrolet Silverado 1500 2020-21 Harness: GM Chevrolet Trailblazer 2021-22 Harness: GM Chrysler Pacifica 2017-18 Harness: FCA Chrysler Pacifica 2019-20 Harness: FCA Chrysler Pacifica 2021-23 Harness: FCA Chrysler Pacifica Hybrid 2017-18 Harness: FCA Chrysler Pacifica Hybrid 2019-25 Harness: FCA CUPRA Ateca 2018-23 Harness: VW J533 Dodge Durango 2020-21 Harness: FCA Ford Bronco Sport 2021-24 Harness: Ford Q3 Ford Escape 2020-22 Harness: Ford Q3 Ford Escape 2023-24 Harness: Ford Q4 Ford Escape Hybrid 2020-22 Harness: Ford Q3 Ford Escape Hybrid 2023-24 Harness: Ford Q4 Ford Escape Plug-in Hybrid 2020-22 Harness: Ford Q3 Ford Escape Plug-in Hybrid 2023-24 Harness: Ford Q4 Ford Expedition 2022-24 Harness: Ford Q4 Ford Explorer 2020-24 Harness: Ford Q3 Ford Explorer Hybrid 2020-24 Harness: Ford Q3 Ford F-150 2021-23 Harness: Ford Q4 Ford F-150 Hybrid 2021-23 Harness: Ford Q4 Ford Focus 2018 Harness: Ford Q3 Ford Focus Hybrid 2018 Harness: Ford Q3 Ford Kuga 2020-23 Harness: Ford Q3 Ford Kuga Hybrid 2020-23 Harness: Ford Q3 Ford Kuga Hybrid 2024 Harness: Ford Q4 Ford Kuga Plug-in Hybrid 2020-23 Harness: Ford Q3 Ford Kuga Plug-in Hybrid 2024 Harness: Ford Q4 Ford Maverick 2022 Harness: Ford Q3 Ford Maverick 2023-24 Harness: Ford Q3 Ford Maverick Hybrid 2022 Harness: Ford Q3 Ford Maverick Hybrid 2023-24 Harness: Ford Q3 Ford Mustang Mach-E 2021-24 Harness: Ford Q4 Ford Ranger 2024 Harness: Ford Q4 Genesis G70 2018 Harness: Hyundai F Genesis G70 2019-21 Harness: Hyundai F Genesis G70 2022-23 Harness: Hyundai L Genesis G80 2017 Harness: Hyundai J Genesis G80 2018-19 Harness: Hyundai H Genesis G80 (2.5T Advanced Trim, with HDA II) 2024 Harness: Hyundai P Genesis G90 2017-20 Harness: Hyundai C Genesis GV60 (Advanced Trim) 2023 Harness: Hyundai A Genesis GV60 (Performance Trim) 2022-23 Harness: Hyundai K Genesis GV70 (2.5T Trim, without HDA II) 2022-24 Harness: Hyundai L Genesis GV70 (3.5T Trim, without HDA II) 2022-23 Harness: Hyundai M Genesis GV70 Electrified (Australia Only) 2022 Harness: Hyundai Q Genesis GV70 Electrified (with HDA II) 2023-24 Harness: Hyundai Q Genesis GV80 2023 Harness: Hyundai M GMC Sierra 1500 2020-21 Harness: GM Honda Accord 2018-22 Harness: Honda Bosch A Honda Accord 2023-25 Harness: Honda Bosch C Honda Accord Hybrid 2018-22 Harness: Honda Bosch A Honda Accord Hybrid 2023-25 Harness: Honda Bosch C Honda City (Brazil only) 2023 Harness: Honda Bosch B Honda Civic 2016-18 Harness: Honda Nidec Honda Civic 2019-21 Harness: Honda Bosch A Honda Civic 2022-24 Harness: Honda Bosch B Honda Civic Hatchback 2017-18 Harness: Honda Bosch A Honda Civic Hatchback 2019-21 Harness: Honda Bosch A Honda Civic Hatchback 2022-24 Harness: Honda Bosch B Honda Civic Hatchback Hybrid 2025-26 Harness: Honda Bosch B Honda Civic Hatchback Hybrid (Europe only) 2023 Harness: Honda Bosch B Honda Civic Hybrid 2025-26 Harness: Honda Bosch B Honda CR-V 2015-16 Harness: Honda Nidec Honda CR-V 2017-22 Harness: Honda Bosch A Honda CR-V 2023-26 Harness: Honda Bosch C Honda CR-V Hybrid 2017-22 Harness: Honda Bosch A Honda CR-V Hybrid 2023-26 Harness: Honda Bosch C Honda e 2020 Harness: Honda Bosch A Honda Fit 2018-20 Harness: Honda Nidec Honda Freed 2020 Harness: Honda Nidec Honda HR-V 2019-22 Harness: Honda Nidec Honda HR-V 2023-25 Harness: Honda Bosch B Honda Insight 2019-22 Harness: Honda Bosch A Honda Inspire 2018 Harness: Honda Bosch A Honda N-Box 2018 Harness: Honda Bosch A Honda Odyssey 2018-20 Harness: Honda Nidec Honda Odyssey 2021-26 Harness: Honda Bosch A Honda Odyssey (Taiwan) 2018-19 Harness: Honda Nidec Honda Passport 2019-25 Harness: Honda Nidec Honda Passport 2026 Harness: Honda Bosch C Honda Pilot 2016-22 Harness: Honda Nidec Honda Pilot 2023-25 Harness: Honda Bosch C Honda Ridgeline 2017-25 Harness: Honda Nidec Hyundai Azera 2022 Harness: Hyundai K Hyundai Azera Hybrid 2019 Harness: Hyundai C Hyundai Azera Hybrid 2020 Harness: Hyundai K Hyundai Custin 2023 Harness: Hyundai K Hyundai Elantra 2017-18 Harness: Hyundai B Hyundai Elantra 2019 Harness: Hyundai G Hyundai Elantra 2021-23 Harness: Hyundai K Hyundai Elantra GT 2017-20 Harness: Hyundai E Hyundai Elantra Hybrid 2021-23 Harness: Hyundai K Hyundai Genesis 2015-16 Harness: Hyundai J Hyundai i30 2017-19 Harness: Hyundai E Hyundai Ioniq 5 (Southeast Asia and Europe only) 2022-24 Harness: Hyundai Q Hyundai Ioniq 5 (with HDA II) 2022-24 Harness: Hyundai Q Hyundai Ioniq 5 (without HDA II) 2022-24 Harness: Hyundai K Hyundai Ioniq 6 (with HDA II) 2023-24 Harness: Hyundai P Hyundai Ioniq Electric 2019 Harness: Hyundai C Hyundai Ioniq Electric 2020 Harness: Hyundai H Hyundai Ioniq Hybrid 2017-19 Harness: Hyundai C Hyundai Ioniq Hybrid 2020-22 Harness: Hyundai H Hyundai Ioniq Plug-in Hybrid 2019 Harness: Hyundai C Hyundai Ioniq Plug-in Hybrid 2020-22 Harness: Hyundai H Hyundai Kona 2020 Harness: Hyundai B Hyundai Kona Electric 2018-21 Harness: Hyundai G Hyundai Kona Electric 2022-23 Harness: Hyundai O Hyundai Kona Electric (with HDA II, Korea only) 2023 Harness: Hyundai R Hyundai Kona Hybrid 2020 Harness: Hyundai I Hyundai Nexo 2021 Harness: Hyundai H Hyundai Palisade 2020-22 Harness: Hyundai H Hyundai Santa Cruz 2022-24 Harness: Hyundai N Hyundai Santa Fe 2019-20 Harness: Hyundai D Hyundai Santa Fe 2021-23 Harness: Hyundai L Hyundai Santa Fe Hybrid 2022-23 Harness: Hyundai L Hyundai Santa Fe Plug-in Hybrid 2022-23 Harness: Hyundai L Hyundai Sonata 2018-19 Harness: Hyundai E Hyundai Sonata 2020-23 Harness: Hyundai A Hyundai Sonata Hybrid 2020-23 Harness: Hyundai A Hyundai Staria 2023 Harness: Hyundai K Hyundai Tucson 2021 Harness: Hyundai L Hyundai Tucson 2022 Harness: Hyundai N Hyundai Tucson 2023-24 Harness: Hyundai N Hyundai Tucson Diesel 2019 Harness: Hyundai L Hyundai Tucson Hybrid 2022-24 Harness: Hyundai N Hyundai Tucson Plug-in Hybrid 2024 Harness: Hyundai N Hyundai Veloster 2019-20 Harness: Hyundai E Jeep Grand Cherokee 2016-18 Harness: FCA Jeep Grand Cherokee 2019-21 Harness: FCA Kia Carnival 2022-24 Harness: Hyundai A Kia Carnival (China only) 2023 Harness: Hyundai K Kia Ceed 2019-21 Harness: Hyundai E Kia EV6 (Southeast Asia only) 2022-24 Harness: Hyundai P Kia EV6 (with HDA II) 2022-24 Harness: Hyundai P Kia EV6 (without HDA II) 2022-24 Harness: Hyundai L Kia Forte 2019-21 Harness: Hyundai G Kia Forte 2022-23 Harness: Hyundai E Kia K5 2021-24 Harness: Hyundai A Kia K5 Hybrid 2020-22 Harness: Hyundai A Kia K7 2017 Harness: Hyundai C Kia K8 Hybrid (with HDA II) 2023 Harness: Hyundai Q Kia Niro EV 2019 Harness: Hyundai H Kia Niro EV 2020 Harness: Hyundai F Kia Niro EV 2021 Harness: Hyundai C Kia Niro EV 2022 Harness: Hyundai H Kia Niro EV (with HDA II) 2025 Harness: Hyundai R Kia Niro EV (without HDA II) 2023-25 Harness: Hyundai A Kia Niro Hybrid 2018 Harness: Hyundai C Kia Niro Hybrid 2021 Harness: Hyundai D Kia Niro Hybrid 2022 Harness: Hyundai F Kia Niro Hybrid 2023 Harness: Hyundai A Kia Niro Plug-in Hybrid 2018-19 Harness: Hyundai C Kia Niro Plug-in Hybrid 2020 Harness: Hyundai D Kia Niro Plug-in Hybrid 2021 Harness: Hyundai D Kia Niro Plug-in Hybrid 2022 Harness: Hyundai F Kia Optima 2017 Harness: Hyundai B Kia Optima 2019-20 Harness: Hyundai G Kia Optima Hybrid 2019 Harness: Hyundai H Kia Seltos 2021 Harness: Hyundai A Kia Sorento 2018 Harness: Hyundai E Kia Sorento 2019 Harness: Hyundai E Kia Sorento 2021-23 Harness: Hyundai K Kia Sorento Hybrid 2021-23 Harness: Hyundai A Kia Sorento Plug-in Hybrid 2022-23 Harness: Hyundai A Kia Sportage 2023-24 Harness: Hyundai N Kia Sportage Hybrid 2023 Harness: Hyundai N Kia Stinger 2018-20 Harness: Hyundai C Kia Stinger 2022-23 Harness: Hyundai K Kia Telluride 2020-22 Harness: Hyundai H Lexus CT Hybrid 2017-18 Harness: Toyota A Lexus ES 2017-18 Harness: Toyota A Lexus ES 2019-25 Harness: Toyota A Lexus ES Hybrid 2017-18 Harness: Toyota A Lexus ES Hybrid 2019-25 Harness: Toyota A Lexus GS F 2016 Harness: Toyota A Lexus IS 2017-19 Harness: Toyota A Lexus IS 2022-24 Harness: Toyota A Lexus LC 2024-25 Harness: Toyota A Lexus LS 2018 Harness: Toyota A Lexus NX 2018-19 Harness: Toyota A Lexus NX 2020-21 Harness: Toyota A Lexus NX Hybrid 2018-19 Harness: Toyota A Lexus NX Hybrid 2020-21 Harness: Toyota A Lexus RC 2018-20 Harness: Toyota A Lexus RC 2023 Harness: Toyota A Lexus RX 2016 Harness: Toyota A Lexus RX 2017-19 Harness: Toyota A Lexus RX 2020-22 Harness: Toyota A Lexus RX Hybrid 2016 Harness: Toyota A Lexus RX Hybrid 2017-19 Harness: Toyota A Lexus RX Hybrid 2020-22 Harness: Toyota A Lexus UX Hybrid 2019-24 Harness: Toyota A Lincoln Aviator 2020-24 Harness: Ford Q3 Lincoln Aviator Plug-in Hybrid 2020-24 Harness: Ford Q3 MAN eTGE 2020-24 Harness: VW J533 MAN TGE 2017-24 Harness: VW J533 Mazda CX-5 2022-25 Harness: Mazda Mazda CX-9 2021-23 Harness: Mazda Nissan Altima 2019-20, 2024 Harness: Nissan B Nissan Leaf 2018-23 Harness: Nissan A Nissan Rogue 2018-20 Harness: Nissan A Nissan X-Trail 2017 Harness: Nissan A Ram 1500 2019-24 Harness: Ram Rivian R1S 2022-24 Harness: Rivian A Rivian R1T 2022-24 Harness: Rivian A SEAT Ateca 2016-23 Harness: VW J533 SEAT Leon 2014-20 Harness: VW J533 Subaru Ascent 2019-21 Harness: Subaru A Subaru Crosstrek 2018-19 Harness: Subaru A Subaru Crosstrek 2020-23 Harness: Subaru A Subaru Forester 2019-21 Harness: Subaru A Subaru Impreza 2017-19 Harness: Subaru A Subaru Impreza 2020-22 Harness: Subaru A Subaru Legacy 2020-22 Harness: Subaru B Subaru Outback 2020-22 Harness: Subaru B Subaru XV 2018-19 Harness: Subaru A Subaru XV 2020-21 Harness: Subaru A Škoda Fabia 2022-23 Harness: VW J533 Škoda Kamiq 2021-23 Harness: VW J533 Škoda Karoq 2019-23 Harness: VW J533 Škoda Kodiaq 2017-23 Harness: VW J533 Škoda Octavia 2015-19 Harness: VW J533 Škoda Octavia RS 2016 Harness: VW J533 Škoda Octavia Scout 2017-19 Harness: VW J533 Škoda Scala 2020-23 Harness: VW J533 Škoda Superb 2015-22 Harness: VW J533 Tesla Model 3 (with HW3) 2019-23 Harness: Tesla A Tesla Model 3 (with HW4) 2024-25 Harness: Tesla B Tesla Model Y (with HW3) 2020-23 Harness: Tesla A Tesla Model Y (with HW4) 2024-25 Harness: Tesla B Toyota Alphard 2019-20 Harness: Toyota A Toyota Alphard Hybrid 2021 Harness: Toyota A Toyota Avalon 2016 Harness: Toyota A Toyota Avalon 2017-18 Harness: Toyota A Toyota Avalon 2019-21 Harness: Toyota A Toyota Avalon 2022 Harness: Toyota A Toyota Avalon Hybrid 2019-21 Harness: Toyota A Toyota Avalon Hybrid 2022 Harness: Toyota A Toyota C-HR 2017-20 Harness: Toyota A Toyota C-HR 2021 Harness: Toyota A Toyota C-HR Hybrid 2017-20 Harness: Toyota A Toyota C-HR Hybrid 2021-22 Harness: Toyota A Toyota Camry 2018-20 Harness: Toyota A Toyota Camry 2021-24 Harness: Toyota A Toyota Camry Hybrid 2018-20 Harness: Toyota A Toyota Camry Hybrid 2021-24 Harness: Toyota A Toyota Corolla 2017-19 Harness: Toyota A Toyota Corolla 2020-22 Harness: Toyota A Toyota Corolla Cross (Non-US only) 2020-23 Harness: Toyota A Toyota Corolla Cross Hybrid (Non-US only) 2020-22 Harness: Toyota A Toyota Corolla Hatchback 2019-22 Harness: Toyota A Toyota Corolla Hybrid 2020-22 Harness: Toyota A Toyota Corolla Hybrid (South America only) 2020-23 Harness: Toyota A Toyota Highlander 2017-19 Harness: Toyota A Toyota Highlander 2020-23 Harness: Toyota A Toyota Highlander Hybrid 2017-19 Harness: Toyota A Toyota Highlander Hybrid 2020-23 Harness: Toyota A Toyota Mirai 2021 Harness: Toyota A Toyota Prius 2016 Harness: Toyota A Toyota Prius 2017-20 Harness: Toyota A Toyota Prius 2021-22 Harness: Toyota A Toyota Prius Prime 2017-20 Harness: Toyota A Toyota Prius Prime 2021-22 Harness: Toyota A Toyota Prius v 2017 Harness: Toyota A Toyota RAV4 2016 Harness: Toyota A Toyota RAV4 2017-18 Harness: Toyota A Toyota RAV4 2019-21 Harness: Toyota A Toyota RAV4 2022 Harness: Toyota A Toyota RAV4 2023-25 Harness: Toyota A Toyota RAV4 Hybrid 2016 Harness: Toyota A Toyota RAV4 Hybrid 2017-18 Harness: Toyota A Toyota RAV4 Hybrid 2019-21 Harness: Toyota A Toyota RAV4 Hybrid 2022 Harness: Toyota A Toyota RAV4 Hybrid 2023-25 Harness: Toyota A Toyota Sienna 2018-20 Harness: Toyota A Volkswagen Arteon 2018-23 Harness: VW J533 Volkswagen Arteon eHybrid 2020-23 Harness: VW J533 Volkswagen Arteon R 2020-23 Harness: VW J533 Volkswagen Arteon Shooting Brake 2020-23 Harness: VW J533 Volkswagen Atlas 2018-23 Harness: VW J533 Volkswagen Atlas Cross Sport 2020-22 Harness: VW J533 Volkswagen California 2021-23 Harness: VW J533 Volkswagen Caravelle 2020 Harness: VW J533 Volkswagen CC 2018-22 Harness: VW J533 Volkswagen Crafter 2017-24 Harness: VW J533 Volkswagen e-Crafter 2018-24 Harness: VW J533 Volkswagen e-Golf 2014-20 Harness: VW J533 Volkswagen Golf 2015-20 Harness: VW J533 Volkswagen Golf Alltrack 2015-19 Harness: VW J533 Volkswagen Golf GTD 2015-20 Harness: VW J533 Volkswagen Golf GTE 2015-20 Harness: VW J533 Volkswagen Golf GTI 2015-21 Harness: VW J533 Volkswagen Golf R 2015-19 Harness: VW J533 Volkswagen Golf SportsVan 2015-20 Harness: VW J533 Volkswagen Grand California 2019-24 Harness: VW J533 Volkswagen Jetta 2019-23 Harness: VW J533 Volkswagen Jetta GLI 2021-23 Harness: VW J533 Volkswagen Passat 2015-22 Harness: VW J533 Volkswagen Passat Alltrack 2015-22 Harness: VW J533 Volkswagen Passat GTE 2015-22 Harness: VW J533 Volkswagen Polo 2018-23 Harness: VW J533 Volkswagen Polo GTI 2018-23 Harness: VW J533 Volkswagen T-Cross 2021 Harness: VW J533 Volkswagen T-Roc 2018-23 Harness: VW J533 Volkswagen Taos 2022-24 Harness: VW J533 Volkswagen 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openpilot supports 325+ vehicles A supported vehicle is one that just works when you install a comma four. All supported cars provide a better experience than any stock system. Supported vehicles reference the US market unless otherwise specified. [IMG: Acura car brand] Acura [IMG: Audi car brand] Audi [IMG: Chevrolet car brand] Chevrolet [IMG: Chrysler car brand] Chrysler [IMG: comma car brand] comma [IMG: CUPRA car brand] CUPRA [IMG: Dodge car brand] Dodge [IMG: Ford car brand] Ford [IMG: Genesis car brand] Genesis [IMG: GMC car brand] GMC [IMG: Honda car brand] Honda [IMG: Hyundai car brand] Hyundai [IMG: Jeep car brand] Jeep [IMG: Kia car brand] Kia [IMG: Lexus car brand] Lexus [IMG: Lincoln car brand] Lincoln [IMG: MAN car brand] MAN [IMG: Mazda car brand] Mazda [IMG: Nissan car brand] Nissan [IMG: Ram car brand] Ram [IMG: Rivian car brand] Rivian [IMG: SEAT car brand] SEAT [IMG: Subaru car brand] Subaru [IMG: Škoda car brand] Škoda [IMG: Tesla car brand] Tesla [IMG: Toyota car brand] Toyota [IMG: Volkswagen car brand] Volkswagen Don't see your car? If you don't see your car, it's not currently supported, however new cars are added with each openpilot release. Join the mailing list to stay updated. If you have a modern car and some programming skills, you can likely add support for your car. Watch this talk and check out the docs to learn more. Last updated: February 20, 2026 Our favorite openpilot cars Generally, newer Hyundai and Toyota models are great choices. These are some of our favorites: EV Kia EV6 Hyundai Ioniq 5 Toyota Prius 2021–22 SUV Toyota Highlander 2020–23 Hyundai Palisade 2020–22 Sedan Toyota Corolla 2020–22 Hyundai Sonata 2020–23 Truck Ram 1500 2019–24 Chevrolet Silverado 1500 2020–21 ILX 2016, 2017, 2018 openpilot upgrades your Acura ILX with automated lane centering and adaptive cruise control while driving above 26 mph. This car may not be able to take tight turns on its own. Traffic light and stop sign handling is also available in Experimental mode. Support openpilot requires the car to come equipped with Technology Plus Package or AcuraWatch Plus. [IMG: comma four device] comma four $999 car harness: Honda Nidec included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. ILX 2019 openpilot upgrades your Acura ILX with automated lane centering and adaptive cruise control while driving above 26 mph. This car may not be able to take tight turns on its own. Traffic light and stop sign handling is also available in Experimental mode. Support openpilot will work with all packages and trims of this car. [IMG: comma four device] comma four $999 car harness: Honda Nidec included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. MDX 2025, 2026 openpilot upgrades your Acura MDX with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with All except Type S. [IMG: comma four device] comma four $999 car harness: Honda Bosch C included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. RDX 2016, 2017, 2018 openpilot upgrades your Acura RDX with automated lane centering and adaptive cruise control while driving above 26 mph. This car may not be able to take tight turns on its own. Traffic light and stop sign handling is also available in Experimental mode. Support openpilot requires the car to come equipped with AcuraWatch Plus or Advance Package. [IMG: comma four device] comma four $999 car harness: Honda Nidec included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. RDX 2019, 2020, 2021 openpilot upgrades your Acura RDX with automated lane centering above 3 mph, and adaptive cruise control that automatically resumes from a stop. This car may not be able to take tight turns on its own. Support openpilot will work with all packages and trims of this car. [IMG: comma four device] comma four $999 car harness: Honda Bosch A included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. TLX 2021 openpilot upgrades your Acura TLX with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. Support openpilot will work with all packages and trims of this car. [IMG: comma four device] comma four $999 car harness: Honda Bosch A included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. TLX 2025 openpilot upgrades your Acura TLX with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. Support openpilot will work with all packages and trims of this car. [IMG: comma four device] comma four $999 car harness: Honda Bosch C included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. A3 2014, 2015, 2016, 2017, 2018, 2019 openpilot upgrades your Audi A3 with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC) & Lane Assist. [IMG: comma four device] comma four $999 car harness: VW J533 included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. A3 Sportback e-tron 2017, 2018 openpilot upgrades your Audi A3 Sportback e-tron with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC) & Lane Assist. [IMG: comma four device] comma four $999 car harness: VW J533 included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Q2 2018 openpilot upgrades your Audi Q2 with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC) & Lane Assist. [IMG: comma four device] comma four $999 car harness: VW J533 included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Q3 2019, 2020, 2021, 2022, 2023, 2024 openpilot upgrades your Audi Q3 with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC) & Lane Assist. [IMG: comma four device] comma four $999 car harness: VW J533 included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. RS3 2018 openpilot upgrades your Audi RS3 with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC) & Lane Assist. [IMG: comma four device] comma four $999 car harness: VW J533 included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. S3 2015, 2016, 2017 openpilot upgrades your Audi S3 with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC) & Lane Assist. [IMG: comma four device] comma four $999 car harness: VW J533 included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Bolt EUV 2022, 2023 openpilot upgrades your Chevrolet Bolt EUV with automated lane centering above 6 mph, and adaptive cruise control while driving above 3 mph. Support openpilot requires the car to come equipped with Premier or Premier Redline Trim, without Super Cruise Package. [IMG: comma four device] comma four $999 car harness: GM included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Bolt EV 2022, 2023 openpilot upgrades your Chevrolet Bolt EV with automated lane centering above 6 mph, and adaptive cruise control while driving above 3 mph. Support openpilot requires the car to come equipped with 2LT Trim with Adaptive Cruise Control Package. [IMG: comma four device] comma four $999 car harness: GM included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Equinox 2019, 2020, 2021, 2022 openpilot upgrades your Chevrolet Equinox with automated lane centering above 6 mph, and adaptive cruise control while driving above 3 mph. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC). [IMG: comma four device] comma four $999 car harness: GM included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Silverado 1500 2020, 2021 openpilot upgrades your Chevrolet Silverado 1500 with automated lane centering above 6 mph, and adaptive cruise control. Support openpilot requires the car to come equipped with Safety Package II. [IMG: comma four device] comma four $999 car harness: GM included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Trailblazer 2021, 2022 openpilot upgrades your Chevrolet Trailblazer with automated lane centering above 6 mph, and adaptive cruise control while driving above 3 mph. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC). [IMG: comma four device] comma four $999 car harness: GM included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Pacifica 2017, 2018 openpilot upgrades your Chrysler Pacifica with automated lane centering above 9 mph, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC). [IMG: comma four device] comma four $999 car harness: FCA included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Pacifica 2019, 2020 openpilot upgrades your Chrysler Pacifica with automated lane centering above 39 mph, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC). [IMG: comma four device] comma four $999 car harness: FCA included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Pacifica 2021, 2022, 2023 openpilot upgrades your Chrysler Pacifica with automated lane centering above 39 mph, and adaptive cruise control that automatically resumes from a stop. Support openpilot will work with all packages and trims of this car. [IMG: comma four device] comma four $999 car harness: FCA included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Pacifica Hybrid 2017, 2018 openpilot upgrades your Chrysler Pacifica Hybrid with automated lane centering above 9 mph, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC). [IMG: comma four device] comma four $999 car harness: FCA included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Pacifica Hybrid 2019, 2020, 2021, 2022, 2023, 2024, 2025 openpilot upgrades your Chrysler Pacifica Hybrid with automated lane centering above 39 mph, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC). [IMG: comma four device] comma four $999 car harness: FCA included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. body The body is a robotics dev kit that can run openpilot. Learn more. Support openpilot will work with all packages and trims of this car. [IMG: comma four device] comma four $999 Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Ateca 2018, 2019, 2020, 2021, 2022, 2023 openpilot upgrades your CUPRA Ateca with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC) & Lane Assist. [IMG: comma four device] comma four $999 car harness: VW J533 included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Durango 2020, 2021 openpilot upgrades your Dodge Durango with automated lane centering above 39 mph, and adaptive cruise control that automatically resumes from a stop. Support openpilot requires the car to come equipped with Adaptive Cruise Control (ACC). [IMG: comma four device] comma four $999 car harness: FCA included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Bronco Sport 2021, 2022, 2023, 2024 openpilot upgrades your Ford Bronco Sport with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. Traffic light and stop sign handling is also available in Experimental mode. Support openpilot requires the car to come equipped with Co-Pilot360 Assist+. [IMG: comma four device] comma four $999 car harness: Ford Q3 included Buy now 30-day money-back trial Don't love it? It's easy to return your device within 30 days after receiving it for a full refund. Escape 2020, 2021, 2022 openpilot upgrades your Ford Escape with automated lane centering at all speeds, and adaptive cruise control that automatically resumes from a stop. T
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