About commaai
commaai is Building the Android of self-driving cars. This page shows similar startups in the Robotics sector based on engineering velocity, team growth, and development patterns tracked by GitDealFlow.
Top 28 Robotics Startups Ranked by Commit Velocity
#NameStage14d CmtChgSignal
How commaai Compares
commaai ships at 52 commits/14d, which is below the Robotics sector average of 58 commits/14d. It ranks #6 out of 28 startups.
commaai has 100 contributors (growth: +0%) and a signal type of Framework migration.
Other Robotics Startups
zapplyjobs
autowarefoundation
newton-physics
selfpatch
rerun-io
commaai
lge-ros2
innate-inc
skybrush-io
verl-project
copper-project
livekit
ros-navigation
eclipse-zenoh
OpenSCvx
Related Competitive Set Pages
Frequently Asked Questions
What are the best alternatives to commaai?
Based on engineering velocity data from GitDealFlow Q3 2026, the top comparable startups in the Robotics space include zapplyjobs, autowarefoundation, newton-physics, selfpatch, rerun-io and others ranked by commit velocity and engineering team growth.
How does commaai compare to other Robotics startups on engineering velocity?
commaai ranks #6 out of 28 startups in the Robotics sector with 52 commits in the last 14 days. The sector average is 58 commits/14d.
How does GitDealFlow track engineering velocity for startups like commaai?
We analyze public GitHub activity across all startups in our dataset. Metrics include 14-day commit velocity, velocity change percentage, contributor count and growth, and signal type classification (e.g., deploy frequency spike, engineering hiring burst, framework migration, infrastructure buildout).
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