Carbon Robotics vs Caterpillar Inc.: Field & outdoor compared

November 2026 edition · assessment by Frontier Tech Intelligence

Caterpillar Inc. ranks 3 on the Robotics 100 with a score of 96; Carbon Robotics ranks 58 with 81. Carbon Robotics is ahead on progress. Caterpillar Inc. is ahead on deployment, positioning, firepower and leverage. Level on production, commercials and technology. Carbon Robotics is based in Seattle, United States, Caterpillar Inc. in Irving, United States. Carbon Robotics: private. Carbon Robotics is named in 14 signals and Caterpillar Inc. in 34.

Carbon Robotics →

Seattle, Washington, United States · Robotics · Systems / Field & outdoor · private · carbonrobotics.com

Carbon Robotics builds autonomous agricultural systems, including the LaserWeeder and Carbon Autonomy Tractor Kit for autonomous tractor operations and implement integration.

Robotics 100 · rank 58 · score 81AI Core · watchlist · score 49

Scores, Robotics (of 10)

Deployment8
Production8
Commercials8
Progress10
Technology10
Positioning8
Firepower6
Leverage6

Darker bar: ahead of the other company on that measure.

Positioning

Carbon Robotics is a US maker of laser weeding systems (LaserWeeder G2, an AutoTractor kit) that crossed $100M in revenue for the fiscal year ending January 2026, serving hundreds of customers in 15 countries from plants in Richland WA and the Netherlands. It launched a Large Plant Model (150M labeled plants) in February 2026, raised $20M in October 2025 (~$177M total), and hired a public-company CFO, an IPO signal. It has about 260 employees.

Latest signals

  • Carbon Robotics launched the Carbon Autonomy Ready program to integrate third-party farm implements with its autonomous tractor platform.The AI Insider
  • Carbon Robotics and Great Plains Manufacturing plan to demonstrate their autonomous tractor-implement integration at the 2026 Farm Progress Show.The AI Insider
  • iMerit partnered with Carbon Robotics to build data for robotic weeding models.The Robot Report

14 signals name Carbon Robotics.

Facts, with sources

  • More than 200 growers worldwidecarbonrobotics.com
  • Great Plains Manufacturing to demonstrate autonomous tractor-implement integration at the 2026 Farm Progress ShowThe AI Insider
  • Carbon Autonomy Ready program for integrating third-party farm implements with its autonomous tractor platformThe AI Insider

25 facts on file.

Caterpillar Inc. →

Irving, Texas, United States · Robotics · Systems / Field & outdoor · caterpillar.com

Caterpillar develops and deploys autonomous construction and mining equipment for jobsites, factories, and other outdoor worksites, including CivNav-guided machines and physical-AI systems.

Robotics 100 · rank 3 · score 96AI Core · prospect · score 33

Scores, Robotics (of 10)

Deployment10
Production8
Commercials8
Progress9
Technology10
Positioning10
Firepower10
Leverage10

Darker bar: ahead of the other company on that measure.

Latest signals

  • Caterpillar and FieldAI partner to advance physical AI and robotics for industrial safety and efficiencyRobot News
  • Caterpillar and FieldAI are applying digital twins and NVIDIA technologies to industrial autonomy.RoboticsTomorrow
  • Caterpillar and FieldAI are collaborating on autonomous physical AI for jobsites and factories.RoboticsTomorrow

34 signals name Caterpillar Inc..

Facts, with sources

  • Caterpillar and FieldAI partner to advance physical AI and robotics for industrial safety and efficiencywww.irobotnews.com — 2026-09-14
  • Caterpillar and FieldAI are collaborating on autonomous physical AI for jobsites and factoriesRoboticsTomorrow
  • Caterpillar and FieldAI are using NVIDIA accelerated computing and Omniverse to build operational digital twinsThe AI Insider

10 facts on file.

More comparisons

Questions this page answers

Carbon Robotics or Caterpillar Inc.: which is ahead in robotics?

Caterpillar Inc. ranks 3 on the Robotics 100 with a score of 96; Carbon Robotics ranks 58 with 81. Carbon Robotics is ahead on progress. Caterpillar Inc. is ahead on deployment, positioning, firepower and leverage. Level on production, commercials and technology. Carbon Robotics is based in Seattle, United States, Caterpillar Inc. in Irving, United States. Carbon Robotics: private. Carbon Robotics is named in 14 signals and Caterpillar Inc. in 34.

How do Carbon Robotics and Caterpillar Inc. compare?

Caterpillar Inc. ranks 3 on the Robotics 100 with a score of 96; Carbon Robotics ranks 58 with 81. Carbon Robotics is ahead on progress. Caterpillar Inc. is ahead on deployment, positioning, firepower and leverage. Level on production, commercials and technology. Carbon Robotics is based in Seattle, United States, Caterpillar Inc. in Irving, United States. Carbon Robotics: private. Carbon Robotics is named in 14 signals and Caterpillar Inc. in 34. Both company files carry the scores on eight measures, the facts with sources and the latest signals.

Every comparison here comes from the same files members use every day.

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