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comma.ai comma device

Hacker Approved

Ranked 5 of 9 driver assistance systems by recommenders

Adds freeway driver assistance to compatible cars on a low-cost Android-based device; people praise its capability. Common caveat: frequent warning beeps.

Adds freeway driver assistance to compatible cars on a low-cost Android-based device; people praise its capability. Common caveat: frequent warning beeps.

28 people gave an opinion

recommend it
24
criticize it
4
approval share
86%
Each figure is one person. RecommendsCriticizes

Recommended in 11 of 13 months

  1. November 2025: recommended
  2. December 2025: recommended
  3. January 2026: recommended
  4. February 2026: recommended
  5. March 2026: not recommended
  6. April 2026: recommended
  7. May 2026: recommended
  8. June 2026: recommended
  9. July 2026: recommended
  10. August 2026: recommended
  11. September 2026: recommended
  12. October 2026: recommended
  13. November 2026: not recommended (month in progress)

Why it carries the badge

  • 24 people recommend itNeeds 10 or more, met.
  • 6 recommenders for every criticNeeds 2 to 1 or better, met.
  • Recommended in 11 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Capable system on cheap hardware

    “you can get a lot of autonomy and intelligence with a $1000 Android device and thirty minutes for installation”

    Comment from 9 Sep 2026 in “Growing proof that autonomous cars save lives”

    “Comma does a surprisingly good job with very minimal hardware”

    Comment from 23 Feb 2026 in “Sub-$200 Lidar Could Reshuffle Auto Sensor Economics”
  • Makes long drives easier

    “Really incredible piece of tech in a tiny package, and it truly improves your life to have it.”

    Comment from 24 Jan 2026 in “Open-source self-driving for 325 car models from 27 brands”

    “That thing makes driving long distances so much more stomachable.”

    Comment from 4 Nov 2025 in “My Truck Desk”

    “makes driving so much easier”

    Comment from 20 Jul 2026 in “Xiaomi-Robotics-1”
  • Seen as better than rival systems

    “tiny companies like Comma AI manage to build self driving systems that are in someways better than Teslas”

    Comment from 22 Sep 2026 in “Grok 4.7”

    “isn't self-driving, just really good cruise control (better than Blue cruise, imo)”

    Comment from 30 Nov 2025 in “Electric vehicle sales are booming in South America – without Tesla”

    “it also supports a comma.ai, which is better in a practical sense than FSD”

    Comment from 8 May 2026 in “Tesla is recalling its cheaper Cybertruck because the wheels might fall off”
  • Long-time satisfied users

    “very happy comma.ai user for many years now”

    Comment from 24 Jan 2026 in “Open-source self-driving for 325 car models from 27 brands”

    “many Rivian customers really love Comma.ai”

    Comment from 11 Dec 2025 in “Rivian Unveils Custom Silicon, R2 Lidar Roadmap, and Universal Hands Free”

What people warn about

Each mark is one comment

  • Frequent beeping and warnings

    “comma.ai will not disable the warning. This is a warning that's on all the time.”

    Comment from 7 Jul 2026 in “All Cars Sold in the EU Now Require a Camera Aimed at Your Face”

    “when I have sunglasses on it beeps too much”

    Comment from 8 Jul 2026 in “All Cars Sold in the EU Now Require a Camera Aimed at Your Face”
  • Seen as niche or dead end

    “George Hotz has done some interesting work, but Comma is far too indie/hacker.”

    Comment from 11 Dec 2025 in “Rivian Unveils Custom Silicon, R2 Lidar Roadmap, and Universal Hands Free”

    “It's a dead end unless they work a deal with someone to be allowed on the bus.”

    Comment from 11 Dec 2025 in “Rivian Unveils Custom Silicon, R2 Lidar Roadmap, and Universal Hands Free”

Other driver assistance systems people recommend

The four most recommended other driver assistance systems, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

comma.ai comma device compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Tesla Full Self-Driving (FSD)26861830%123 yrs32 owners—
Tesla FSD738845%122 yrs4 owners—
comma.ai openpilot341077%9—Approved
Tesla Autopilot2714815%82 yrs3 owners—
comma.ai comma deviceThis page24486%11—Approved
See all 9 driver assistance systems, ranked

What people said

32 of the 36 comments that mention it, newest first. Each links to the original comment.

“after market not quite self driving so it steers and gas/brakes for you”

RecommendsComment from 21 Oct 2026 in “Subaru is killing off gas cars and will only sell EVs in Europe”

“tiny companies like Comma AI manage to build self driving systems that are in someways better than Teslas”

RecommendsComment from 22 Sep 2026 in “Grok 4.7”

“you can get a lot of autonomy and intelligence with a $1000 Android device and thirty minutes for installation”

RecommendsComment from 9 Sep 2026 in “Growing proof that autonomous cars save lives”

“looks like a very slick product”

RecommendsComment from 16 Aug 2026 in “Chestnut – eGPU dock with open-source firmware”

“I find comma.ai’s work pretty fascinating compared to the bigger fish”

RecommendsComment from 16 Aug 2026 in “Chestnut – eGPU dock with open-source firmware”

“I'm excited for it nevertheless.”

RecommendsComment from 14 Aug 2026 in “Chestnut – eGPU dock with open-source firmware”

“makes driving so much easier”

RecommendsComment from 20 Jul 2026 in “Xiaomi-Robotics-1”

“when I have sunglasses on it beeps too much”

MixedComment from 8 Jul 2026 in “All Cars Sold in the EU Now Require a Camera Aimed at Your Face”

“comma.ai will not disable the warning. This is a warning that's on all the time.”

CriticizesComment from 7 Jul 2026 in “All Cars Sold in the EU Now Require a Camera Aimed at Your Face”

“There's comma.ai waiting to take your order if you have a compatible car.”

RecommendsComment from 16 Jun 2026 in “Humanity isn't ready for the coming intelligence explosion”

“it also supports a comma.ai, which is better in a practical sense than FSD”

RecommendsComment from 8 May 2026 in “Tesla is recalling its cheaper Cybertruck because the wheels might fall off”

“Their solution? They now have 2 CAN buses instead of one.”

RecommendsComment from 10 Apr 2026 in “Robots Eat Cars”

“barely-adequate lane keeping system for obsolete cars”

CriticizesComment from 11 Mar 2026 in “Every minute you aren't running 69 agents, you are falling behind”

“Comma does a surprisingly good job with very minimal hardware”

RecommendsComment from 23 Feb 2026 in “Sub-$200 Lidar Could Reshuffle Auto Sensor Economics”

“I'm AI-pilled enough to daily-drive comma.ai”

RecommendsComment from 22 Feb 2026 in “Are compilers deterministic?”

“they're using technology to make drivers more comfortable while still in control”

RecommendsComment from 24 Jan 2026 in “Proof of Corn”

“very happy comma.ai user for many years now”

RecommendsComment from 24 Jan 2026 in “Open-source self-driving for 325 car models from 27 brands”

“the product as seen as demoed on youtube”

RecommendsComment from 24 Jan 2026 in “Open-source self-driving for 325 car models from 27 brands”

“He has lots of praise for it.”

RecommendsComment from 24 Jan 2026 in “Open-source self-driving for 325 car models from 27 brands”

“Comma is awesome, and more companies should be like them.”

RecommendsComment from 24 Jan 2026 in “Open-source self-driving for 325 car models from 27 brands”

“Really incredible piece of tech in a tiny package, and it truly improves your life to have it.”

RecommendsComment from 24 Jan 2026 in “Open-source self-driving for 325 car models from 27 brands”

“You don't get points for making your own life worse unnecessarily.”

RecommendsComment from 1 Jan 2026 in “Warren Buffett steps down as Berkshire Hathaway CEO after six decades”

“or installing a Comma in the car”

RecommendsComment from 12 Dec 2025 in “Rivian Unveils Custom Silicon, R2 Lidar Roadmap, and Universal Hands Free”

“It's a dead end unless they work a deal with someone to be allowed on the bus.”

CriticizesComment from 11 Dec 2025 in “Rivian Unveils Custom Silicon, R2 Lidar Roadmap, and Universal Hands Free”

“George Hotz has done some interesting work, but Comma is far too indie/hacker.”

MixedComment from 11 Dec 2025 in “Rivian Unveils Custom Silicon, R2 Lidar Roadmap, and Universal Hands Free”

“there are limitations like: above 32mph, cannot resume from stop, cannot take tight corners”

CriticizesComment from 11 Dec 2025 in “Rivian Unveils Custom Silicon, R2 Lidar Roadmap, and Universal Hands Free”

“many Rivian customers really love Comma.ai”

RecommendsComment from 11 Dec 2025 in “Rivian Unveils Custom Silicon, R2 Lidar Roadmap, and Universal Hands Free”

“isn't self-driving, just really good cruise control (better than Blue cruise, imo)”

RecommendsComment from 30 Nov 2025 in “Electric vehicle sales are booming in South America – without Tesla”

“lived experience with a comma.ai system shows lidar isn't as critical as we've been lead to believe”

RecommendsComment from 29 Nov 2025 in “The Nerd Reich – Silicon Valley Fascism and the War on Democracy”

“that's basically already here with comma.ai”

RecommendsComment from 28 Nov 2025 in “A trillion dollars (potentially) wasted on gen-AI”

“has the freeway part solved, if you can get your hands on one”

RecommendsComment from 13 Nov 2025 in “Waymo robotaxis are now giving rides on freeways in LA, SF and Phoenix”

“That thing makes driving long distances so much more stomachable.”

RecommendsComment from 4 Nov 2025 in “My Truck Desk”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.