Simulation
Simulation covers physics simulators used to train and test robots.
In brief
Simulation, in brief.
What it isSimulation covers physics simulators used to train and test robots.
Where it sitsOne of 14 categories in the Robotics and physical AI layer. Robotics and physical AI covers the software and hardware used to build AI that moves in the real world: robot models, simulators, drone and driving stacks, robot platforms with developer kits, and the data they learn from.
What we track28 products, including AirSim / Project AirSim, Applied Intuition (sim platform), Brax, CARLA and CoppeliaSim.
The products
28 products in Simulation.
Each name opens a search for that product in our index.
ProductMakerIts own site
From our census of 2026-11-08. A product listed here is one that belongs in this category; the search answer says whether we have checked it.
Questions
Simulation, answered.
What is Simulation in AI infrastructure?Simulation covers physics simulators used to train and test robots.
Which layer of AI infrastructure is Simulation in?Simulation is in the Robotics and physical AI layer. Robotics and physical AI covers the software and hardware used to build AI that moves in the real world: robot models, simulators, drone and driving stacks, robot platforms with developer kits, and the data they learn from.
Which products are in Simulation?We track 28 products in Simulation, including AirSim / Project AirSim, Applied Intuition (sim platform), Brax, CARLA, CoppeliaSim, Drake, Foxglove (visualization) and Gazebo. The full list is on this page.
Robotics and physical AI
The other categories in Robotics and physical AI.
Autonomous driving software stacksDrone stacksEmbodied-agent benchmarksHumanoid & robot platforms with SDKsLLM-to-robot interfaces & robot agentsROS ecosystemRobot cloud & fleet managementRobot foundation modelsRobot hardware dev kits & computeRobot learning datasetsRobot perception, SLAM & motion planning librariesRobotics data logging & visualizationTeleop / robot data collection