A connected view of physical AI.
Search the connected record. Move between companies, products, models and the evidence behind them.
1X EVE
EVE is 1X’s wheeled industrial humanoid and a source of mobile-manipulation training data. Current public information is thinner than for NEO, so procurement status needs confirmation.
1X NEO
NEO is a home humanoid offered through an early-access ordering program. Its stated initial autonomy includes scheduled remote expert assistance for unfamiliar tasks.
1X Technologies
1X develops humanoid robots with a current focus on NEO for the home. Its company history also identifies EVE as a wheeled industrial system, so domestic and industrial evidence need separate treatment.
ABB Robotics
ABB Robotics supplies industrial and collaborative robots, mobile automation, controllers and supporting software. Its application portfolio covers manufacturing and logistics, with robot type and integration scope selected for each process.
ACT
ACT predicts chunks of robot actions from demonstrations, with the original project focused on fine-grained bimanual manipulation.
Action ControlNet (ACNet)
ACNet is a research adapter for reducing discontinuities when robot policies predict action chunks asynchronously from aging observations.
AGIBOT
AGIBOT publishes a portfolio of humanoid, mobile and quadruped systems alongside embodied-AI development and data services. Its product catalog distinguishes the A and X families from the Genie manipulation line.
AGIBOT G2
AGIBOT G2 is an industrial embodied task robot in the Genie range. Its public materials emphasize force-controlled assembly and a deployment workflow using Genie RL.
Agility Robotics
Agility supplies industrial humanoid automation through Digit and its Arc fleet platform. The company presents an on-site validation process and explicitly distinguishes the developing Digit 5 from established Digit work.
Agriculture
An agricultural autonomy brief needs a crop, task and operating season. The present registry has enabling software coverage; it does not imply a verified shortlist of complete agricultural robot systems.
AI² Robotics
AI² Robotics develops the AlphaBot robot family and AlphaBrain embodied intelligence. Its official portfolio combines hardware, models and application services, with industrial handling, commercial interaction and data collection as distinct offerings.
Ameca
Ameca is Engineered Arts’ social humanoid for interactive experiences and AI development. Tritium combines robot control with cloud-connected speech and language services.
ANYbotics
ANYbotics develops ANYmal robotic inspection systems and associated data workflows for industrial operators. Its portfolio separates general industrial inspection from the ANYmal X offering for more demanding environments.
ANYmal D
The documented D-generation ANYmal inspection platform combines legged mobility with repeatable sensor readings and automated return to its charging station.
ANYmal X
An industrial inspection quadruped designed for explosive-atmosphere applications, with visual, thermal and acoustic sensing.
Apollo
Apollo is Apptronik’s humanoid platform for industrial workflows. The current Apollo 2 presentation combines modular mobility, dexterous manipulation, Artemis control and Fleet Connect operations.
Applied Intuition
Applied Intuition builds software for developing, testing and operating vehicle intelligence. Its portfolio spans development tools, a vehicle operating system and a self-driving system, with offerings tailored to different vehicle industries.
Apptronik
Apptronik develops Apollo as a humanoid automation platform for manufacturing, warehouse and retail workflows. Its current website describes modular mobility and fleet tools, with application-specific commercial engagement.
Atlas Electric
The current electric Atlas is positioned as an enterprise humanoid for material handling, with self-swappable batteries and Orbit integration. Its published hardware specifications should be evaluated against an application-specific deployment plan.
Automotive Manufacturing
Automotive manufacturing is a collection of distinct tasks, not a single capability. Define the station and production constraints before interpreting a plant trial or a humanoid partnership announcement.
AutoStore
AutoStore supplies cube-based warehouse automation built from robots, storage bins, a grid, ports and control software. Its portfolio includes orchestration and analytics as well as material-handling options around the core system.
AutoStore Grid
A cube-storage system in which robots move over an aluminum grid and deliver stored bins to configured workstations.
Bedrock Robotics
Bedrock Robotics develops autonomy for construction equipment, with excavators as the current focus. Its Bedrock Operator is described as converting existing machinery into autonomous systems for large-scale site work.
Boston Dynamics
Boston Dynamics maintains distinct robot lines for inspection, logistics and industrial humanoid work. Spot, Stretch and Atlas address different jobs, while Orbit provides a facility-level software layer for robot data.
Brain Corp
Brain Corp develops BrainOS, an autonomy platform supplied to robot makers and commercial operators. Its current offering spans floor care, inventory sensing and managed shelf intelligence, with fleet data and enterprise integration as part of the software layer.
BrainOS AMR Platform
An autonomy and fleet software platform embedded by equipment manufacturers into mobile robots for cleaning, scanning and other configured workflows.
BridgeData V2
BridgeData V2 collects robot manipulation demonstrations across varied environments, with associated baseline training and real-robot tooling.
Bright Machines
Bright Machines combines robotics, digital product development and factory software for electronics manufacturing. Its current Bright Factory positioning focuses on AI servers, racks and storage systems with an edge-deployed production approach.
CALVIN
CALVIN tests whether language-conditioned policies can compose manipulation skills over long sequences in simulated environments.
Cedars-Sinai Moxi hospital logistics
Cedars-Sinai confirms that Moxi robots support hospital logistics, with its nursing leaders describing supply trips and clear limits around direct patient care.
CMR Surgical
CMR Surgical develops the Versius surgical-robotics ecosystem. Its current United States site distinguishes Versius Plus, digital tools and market-specific indications, making geography and product revision central to availability review.
Co-op / Starship Leeds grocery delivery
Co-op documented expansion of robot grocery delivery in Leeds after a local pilot, with app ordering, store picking and customer-unlocked delivery.
Collaborative Robotics
Collaborative Robotics, also branded Cobot, offers Proxie for facility material movement and manipulation. Its current system combines a mobile platform, task interaction and Vista fleet software, with generation-specific hardware differences.
Construction
Construction robots should be evaluated against a specific site operation and the preparation it requires. Site access, changing geometry and responsibilities matter as much as the machine.
da Vinci 5
Intuitive’s surgeon-controlled robotic surgery system with force-feedback instruments, visualization and connected workflow capabilities.
Demo vs Pilot vs Production Deployment
A demonstration shows an event; a pilot tests a bounded workflow; production evidence concerns sustained operational use. The classification should follow the source, task, site and commercial context, with announced expansion kept separate.
Dexterity
Dexterity develops enterprise physical-AI systems for logistics, with robot hardware, a software platform and the Foresight world model. Its public materials emphasize operating workflows, but performance and safety headlines remain vendor-reported.
Dexterity Mech
A mobile dual-arm industrial manipulation system designed for loading, unloading and pallet workflows in industrial facilities.
DHL Stretch container unloading
DHL describes Stretch in commercial unloading operations, separating existing North American and European use from a proposed future expansion.
Diffusion Policy
Diffusion Policy formulates visuomotor action generation as conditional denoising, with reference experiments and training artifacts available for inspection.
Digit
Digit is Agility’s industrial humanoid family. This record separates the currently advertised Digit 5 development platform from earlier Digit hardware used in customer operations.
Diligent Robotics
Diligent Robotics supplies Moxi for hospital logistics, including movement of medication, lab items and supplies. The product is positioned to support care teams through non-clinical transport rather than perform medical treatment.
Doosan Robotics
Doosan Robotics offers collaborative robot families with application solutions, Dart-Suite software, training and dealer support. The portfolio supports choosing a robot and integration package for a defined industrial task.
DROID Dataset
DROID provides manipulation demonstrations collected with a common portable robot platform across varied real environments.
DSV Horsens AutoStore fulfillment
DSV’s own warehouse-service page identifies AutoStore-based DSV Fulfilment Factory within its Horsens multi-user logistics facility.
Elder Care
Elder-care positioning should be assessed at the level of a specific assistance task and supervision plan. A humanoid appearance or social interaction demo does not establish dependable care delivery.
Engineered Arts
Engineered Arts offers Ameca as a social humanoid platform centered on interaction, exhibits and research. Its Tritium software integrates conversational services and role configuration, distinct from industrial material-handling autonomy.
Exotec
Exotec provides warehouse automation centered on the Skypod system and Deepsky execution software. Its offering combines storage robots, workstations and material-flow equipment, with distinct support paths for system generations.
Exotec Skypod
An automated storage and retrieval system whose robots travel on the floor and climb racks to retrieve containers.
FANUC
FANUC supplies factory automation across industrial robots, CNC systems and machine tools. Its robotics portfolio includes collaborative and specialized robot families, alongside controls and lifecycle support.
Field AI
Field AI develops EDGE robot intelligence and Field Foundation Models for field autonomy. Its platform is described around uncertainty-aware world modeling, with applications across construction, industrial sites and other outdoor or complex environments.
Field Foundation Models
Field AI’s model family underpins an autonomy software offering for robot operation in variable field environments.
Figure 03
Figure’s redesigned humanoid combines tactile hands, palm cameras and Helix for household and commercial manipulation research. Its launch describes manufacturing intent, not a proven fleet-wide service level.
Figure AI
Figure develops humanoid hardware and the Helix intelligence stack. Its current portfolio distinguishes the home-oriented Figure 03 from earlier workforce-oriented generations, making product revision and task setting essential when assessing its evidence.
Figure Helix
Figure’s vision-language-action model family for its humanoids, with an original upper-body release and a separately announced whole-body Helix 02 generation.
Fourier
Fourier develops the GR humanoid series and a supporting developer toolkit. Its GR-2 materials emphasize actuator design, dexterous hands and software interfaces for robotics research and application development.
Fourier GR-1
Fourier GR-1 is a humanoid research platform documented with Ubuntu and ROS 2 interfaces. Its manual defines the reviewed hand load and walking specifications, while present-day delivery terms remain a sales question.
Fourier GR-2
Fourier GR-2 is the larger GR-series humanoid research platform described in its manufacturer manual. Optional hands and onboard computing belong to the quoted configuration, rather than a universal finished task solution.
Franka Research 3
A torque-sensing research manipulator with low-level control interfaces for robotics experimentation and learning-system integration.
Franka Robotics
Franka Robotics develops research-oriented robot systems, including Franka Research 3. Its portfolio emphasizes force-sensitive hardware, low-level control and learning access, while separately labeling upcoming mobile and dual-arm platforms.
Gazebo
Gazebo’s modern gz-sim framework connects physics, rendering, sensors and plugins for robot simulation.
Gecko Robotics
Gecko Robotics combines robotic inspection and sensors with Cantilever asset software. Its offering turns physical-condition data into infrastructure maintenance and lifecycle decisions across industrial and public-sector assets.
Gemini Robotics 2
Gemini Robotics 2 is the vision-language-action member of Google DeepMind’s Robotics 2 release, with access and control responsibilities distinct from the other family members.
Gemini Robotics ER 2
Gemini Robotics ER 2 is the embodied reasoning vlm member of Google DeepMind’s Robotics 2 release, with access and control responsibilities distinct from the other family members.
Gemini Robotics On-Device 2
Gemini Robotics On-Device 2 is the on-device vision-language-action member of Google DeepMind’s Robotics 2 release, with access and control responsibilities distinct from the other family members.
GEN-1
Generalist AI’s GEN-1 is a multimodal robotic model and inference system described around real-time actions and adaptation to specific robot tasks.
Generalist AI
Generalist develops embodied foundation models that translate multimodal observations into robot actions. Its GEN releases emphasize learning from human activity data, with task-specific adaptation and performance claims documented in company research.
Ghost Robotics
Ghost Robotics offers Vision 60, a quadrupedal unmanned ground vehicle with modular payloads. Its public applications cover inspection, security and response in commercial and government settings.
Google DeepMind
Google DeepMind develops Gemini Robotics models for robot action and embodied reasoning. Its portfolio separates vision-language-action control, higher-level planning and on-device inference, so access and evidence must be tracked by exact model revision.
GrayMatter Robotics
GrayMatter Robotics offers factory automation for surface processing and inspection. Its current platform combines proprietary AI, process optimization and delivered systems, with a subscription that includes hardware, software and support.
GXO / SPANX Digit tote handling
GXO confirmed a commercial Digit workflow at its SPANX facility, moving totes from mobile robots onto conveyors under a multi-year service agreement.
Healthcare
Healthcare robotics includes logistics, support services and clinical systems with very different requirements. This brief concentrates on operational evaluation and keeps hospital transport evidence separate from clinical capability.
Hexagon Robotics
Hexagon Robotics develops AEON, a humanoid platform aimed at industrial manipulation, inspection and reality capture. The business draws on Hexagon’s measurement and positioning portfolio, making sensing and industrial workflow fit central to its product positioning.
Home Assistance
Home assistance combines uncertain environments, private spaces and varied tasks. Compare the exact access program, operator involvement and supported workflow before treating a humanoid as a household service.
How to Compare Humanoid Robots
Compare humanoids as exact configurations performing the same task under stated conditions. Body shape and headline specifications are starting points; commercial access, autonomy, recovery and deployment evidence often determine whether a trial is practical.
How to Evaluate Robot Deployment Evidence
A deployment claim needs a source, a defined workflow and a date. This guide shows how to distinguish evidence of an agreement, installation, operating task and measured outcome without treating them as interchangeable.
How to Read a Robot Benchmark
A robot benchmark result is a measurement attached to a protocol, checkpoint and environment. Read those fields before the score, and compare only results that answer the same evaluation question.
Hugging Face — LeRobot
LeRobot is the robotics software and model ecosystem maintained through Hugging Face, not a separate company. Its documentation connects policy training, datasets, hardware operation, deployment and benchmark integrations.
Hugging Face LeRobot
LeRobot provides tooling for robot data collection, training and evaluation, with a shared dataset format and multiple policy implementations.
Humanoid
Humanoid develops the HMND industrial robot platform and KinetIQ fleet intelligence. Its current core product is the wheeled HMND 01 Alpha, with industrial proof-of-concept and partner case studies presented separately.
Humanoid Robot Pricing and Access Models
A listed robot price is only one part of access. Compare ownership, subscription, service agreements, trial conditions and delivery evidence alongside the integration and human support needed for the task.
Industrial Inspection
An inspection platform transports sensors and information through a site. Compare the complete inspection workflow: access, measurement quality, review, integration and the response to exceptions.
Intrinsic
Intrinsic develops software for industrial robotics, centered on Flowstate and reusable capabilities for perception, motion planning and sensor-based control. Its platform addresses the design-to-deployment workflow for automation developers.
Intuitive Surgical
Intuitive develops da Vinci surgical systems, Ion robotic bronchoscopy and digital training and workflow tools. The company explicitly describes da Vinci as a surgeon-used tool, keeping assisted procedures distinct from autonomous surgery.
Isaac Lab Arena
Isaac Lab Arena extends Isaac Lab with reusable scene, embodiment and task definitions for authoring robot-policy benchmarks, executing evaluations and analyzing task progress.
Jetson AGX Thor Developer Kit
The Jetson AGX Thor Developer Kit is an embedded development platform with a specifically documented T5000 module, memory and power envelope.
Kinetix
Kinetix is a JAX-based physics environment for studying generalization across procedurally generated control problems.
KUKA
KUKA supplies industrial robots, mobile robots and production systems. Its offering spans individual automation components and integrated manufacturing equipment, with software and service supporting the equipment lifecycle.
Last-Mile Delivery
A delivery system has to complete a service within a defined geography. Compare route coverage, handoff, supervision and the customer’s experience, with dated operating evidence.
LIBERO
LIBERO separates manipulation evaluation into spatial, object, goal and longer-horizon task suites, allowing transfer behavior to be examined along different axes.
LIBERO-Plus
LIBERO-Plus examines how policies respond to changes in cameras, initialization, instructions, lighting, backgrounds, noise and layout.
LIBERO-Pro
LIBERO-Pro extends LIBERO evaluation to probe robustness beyond memorized initial states, objects and instructions.
Locus Origin
A collaborative warehouse AMR that transports orders while staff perform picking and putaway using its onboard interface.
Locus Robotics
Locus Robotics supplies warehouse robots and the LocusONE orchestration platform. Its portfolio distinguishes collaborative fulfillment systems from more autonomous goods-handling offerings, with a service model that includes fleet software.
ManiSkill2
ManiSkill2 evaluates manipulation with varied objects and task families using SAPIEN, including rigid and deformable interactions.
Manufacturing Assembly
Assembly decisions depend on the part, fixture and quality requirement. Use a defined operation to compare humanoids, mobile manipulators and conventional cells without assuming that a shared form factor makes them interchangeable.
Maven Robotics
Maven Robotics develops industrial robots and a supporting fleet and factory software stack. Its company-issued launch release identifies mixed-case palletizing and tote handling as initial workflows, with broader material handling and assembly under expansion.
MIKASA-Robo
MIKASA-Robo targets manipulation that depends on remembering information through occlusion, delay or multistage interaction.
Mining & Hazardous Environments
A hazardous-environment shortlist starts with the site classification and exact system configuration. General mobility, ruggedness or inspection claims do not establish permission to operate in a particular zone.
MolmoSpaces Bench
MolmoSpaces Bench uses a versioned ecosystem of scenes, objects and robot assets to test manipulation in varied simulated environments.
Monumental
Monumental designs, builds and operates bricklaying robots for construction sites. Its Atrium software spans the robot stack, while the company presents a service-oriented operating footprint across named markets.
Monumental Bricklaying System
A contractor-operated robotic bricklaying fleet for on-site masonry, integrating its own hardware, control software and machine vision.
Moxi
A mobile hospital assistant for moving supplies and specimens between departments, with workflows configured for each facility.
Mujin
Mujin develops intelligent automation built around MujinOS and robot controllers. Its documented approach coordinates robot cells and supports logistics and manufacturing, with regional teams for deployment and support.
MuJoCo
MuJoCo is a physics engine for articulated systems and contact, exposed through native APIs and Python tooling for simulation and control research.
National Grid Sandy Pond Spot inspection
National Grid’s dated technology account confirms Spot use at its Sandy Pond converter station, while describing UK converter-site work separately as trials.
NEURA 4NE-1
4NE1 is NEURA’s reservable humanoid family for industrial and domestic use cases. Multiple embodiments are offered, so a family-wide headline must not become a single configuration specification.
NEURA Robotics
NEURA develops cognitive robots spanning collaborative arms, mobile systems and the 4NE1 humanoid. Its ecosystem combines robot hardware with sensing accessories, teaching tools and the Neuraverse platform.
Newton
Newton is an open physics engine built with NVIDIA Warp, with a project identity shared across its founding organizations rather than owned solely by the route’s NVIDIA prefix.
Nuro
Nuro develops a licensable autonomy platform built around Nuro Driver and Nuro Toolkit. The current business addresses automakers and mobility operators, with robotaxi collaborations described separately from earlier driverless experience.
Nuro Driver
A vehicle autonomy platform integrating AI software, sensor hardware and automotive compute for fleet and manufacturer integration.
NVIDIA
NVIDIA supplies robotics infrastructure spanning training compute, simulation, AI models, libraries and edge deployment. Its physical-AI role crosses the development stack rather than corresponding to one commercial robot.
NVIDIA Cosmos
Cosmos is NVIDIA’s platform for world models and supporting physical-AI tools; the current repository organizes the Cosmos 3 family and associated workflows.
NVIDIA Cosmos Predict
NVIDIA Cosmos Predict is a specialized Cosmos release with a defined video world model role; the inspected repository now directs future development to Cosmos 3.
NVIDIA Cosmos Reason
NVIDIA Cosmos Reason is a specialized Cosmos release with a defined physical reasoning vlm role; the inspected repository now directs future development to Cosmos 3.
NVIDIA Cosmos Transfer
NVIDIA Cosmos Transfer is a specialized Cosmos release with a defined controllable world generation role; the inspected repository now directs future development to Cosmos 3.
NVIDIA GR00T N2
A previewed world-action model in NVIDIA’s robotics roadmap, identified separately from the downloadable GR00T N1.7 release.
NVIDIA Isaac GR00T N1.7
An open robot foundation model release with multimodal reasoning, a continuous-action diffusion head and documented fine-tuning paths for supported embodiments.
NVIDIA Isaac Lab
Isaac Lab builds reinforcement-learning, imitation-learning and motion-planning workflows on Isaac Sim for robotics research and development.
NVIDIA Isaac Sim
Isaac Sim provides a robotics simulation application built around Omniverse technologies, with robot import, sensor simulation and integration interfaces.
NVIDIA Omniverse
Omniverse is a collection of libraries, SDKs and services used to build simulation and physical-AI workflows around OpenUSD.
NVIDIA OSMO
OSMO orchestrates robotics workflows across heterogeneous compute environments, connecting data, training, simulation and hardware-related stages.
Octo
Octo is a generalist robot policy designed for adaptation to different observation and action spaces, with language or goal-image conditioning.
Open X-Embodiment
Open X-Embodiment brings together robot demonstration datasets behind a shared format and metadata catalog for cross-embodiment learning.
OpenHelix
OpenHelix is an independent research implementation exploring a dual-system VLA architecture inspired by Figure’s Helix work.
OpenPI
OpenPI is Physical Intelligence’s public implementation for selected π model releases, including base checkpoints and task adaptation examples.
OpenVLA
OpenVLA is a research VLA with public weights and adaptation tooling, connecting visual observations and language instructions to manipulation actions.
OpenVLA-OFT
OpenVLA-OFT is an optimization and fine-tuning recipe that changes action decoding and representation for OpenVLA, with a separately documented bimanual extension.
Palletizing
Compare a complete palletizing cell against your cartons, patterns and available floor area. Arm specifications alone do not tell you whether the handoff, gripper and exception process fit your line.
Path Robotics
Path Robotics develops physical AI and robotic systems for welding. Its Obsidian intelligence layer is paired with welding-cell and mobile-welding offerings aimed at industrial fabrication.
Phoenix
Phoenix Generation 8 is Sanctuary AI’s wheeled humanoid data-capture platform. Its revision prioritizes camera coverage, telemetry and manufacturing simplicity rather than inheriting earlier bipedal specifications.
Physical AI Buyer Checklist
Begin with a measurable workflow, then require evidence for the proposed configuration and its operating responsibilities. A credible purchase case connects task fit, integration, intervention, commercial access and a testable acceptance plan.
Physical AI Market Map
Map the market by the function a company or project supplies, then follow its products, models and evidence. This avoids mixing a research checkpoint, robot manufacturer, software platform and delivery operator into one misleading ranking.
Physical AI Stack Explained
The physical AI stack is a set of connected responsibilities: data, simulated environments, models, robot interfaces, runtime hardware and operations. Map the interfaces and evidence at each layer before assuming that a collection of compatible-looking tools forms a deployable system.
Physical AI vs Embodied AI
The terms overlap, but they are more useful when attached to a specific research question or operating system. Compare embodiments, interfaces and evidence instead of treating terminology as a capability ranking.
Physical AI vs Robotics
Robotics describes the complete engineered system; physical AI focuses attention on its learned intelligence. Procurement still depends on mechanics, controls, integration and support, even when a model provides flexible behavior.
Physical Intelligence
Physical Intelligence develops general-purpose robot-control models and learning methods. Its research and partner materials connect the pi model family to manipulation applications while explicitly retaining human intervention in some deployed workflows.
Physical Intelligence π0
A flow-matching VLA that starts from a pretrained vision-language model and learns continuous robot control across multiple robot configurations.
Physical Intelligence π0.5
A generalist VLA that combines heterogeneous robot data, semantic prediction and web-derived supervision to study manipulation beyond its training locations.
Physical Intelligence π0.6
A hierarchical VLA described in Physical Intelligence’s model card, with semantic subtask prediction and an action expert built around a Gemma 3 backbone.
Physical Intelligence π0.7
A steerable generalist robotic foundation model documented in a named Physical Intelligence research paper.
Pickle Robot
Pickle Robot focuses on unloading non-palletized goods from trailers and containers. Its offering combines the unloading robot, Dill autonomy technology, machine vision and operations dashboards for inbound logistics.
Pickle Unload System
A dock-focused unloading system that combines robotic handling, machine vision and an operator dashboard for non-palletized freight.
Proception
Proception develops robotic hands and wearable capture hardware for dexterous manipulation. Its Proception Hand and Glove are complementary components for robot interaction and human-motion data collection.
Proxie
A mobile collaborative platform for cart movement, with a separately described Gen 2 bimanual configuration for handling tasks.
Rainbow RB-Y1
RB-Y1 is a mobile dual-arm research platform for manipulation, teleoperation and whole-body control. Rainbow explicitly distinguishes the platform from a finished single-task robot.
Rainbow Robotics
Rainbow Robotics lists collaborative arms and mobile humanoid platforms within the same robotics portfolio. RB-Y1 is the named mobile humanoid, while the RBC families address collaborative-arm applications.
Retail & Hospitality
Retail and hospitality systems may clean, deliver, guide or interact. Choose a measurable service outcome first, then compare products that actually perform the same work.
RLBench
RLBench is a manipulation benchmark built on CoppeliaSim and PyRep, with task variations and interfaces for imitation and reinforcement learning.
RoboArena
RoboArena compares generalist policies through decentralized, blinded pairs of physical robot trials across different scenes and tasks.
RoboCasa
RoboCasa’s original release provides kitchen manipulation environments for studying everyday robot tasks and environment variation.
RoboCasa365
RoboCasa365 expands household manipulation evaluation with a separately published task collection and diverse simulated kitchens.
RoboCerebra
RoboCerebra evaluates long-horizon manipulation with an emphasis on higher-level planning, observation and memory.
RoboDojo
RoboDojo combines simulated and real-robot evaluation across generalization, memory, precision and longer task horizons.
robomimic
robomimic provides algorithms and workflows for learning manipulation policies from demonstration datasets.
RoboMME
RoboMME evaluates robot policies on tasks that require temporal, spatial, object and procedural memory.
robosuite
robosuite is a MuJoCo-based manipulation framework for composing robot models, task environments and controllers, with interfaces for training and demonstration collection.
ROBOTIS
ROBOTIS supplies DYNAMIXEL actuators, robotics platforms and associated open software. Its physical-AI lineup connects actuation, teleoperation, learning workflows and robot control rather than representing a single foundation model.
RoboTwin 2.0
RoboTwin 2.0 combines a bimanual manipulation benchmark with a synthetic demonstration-generation pipeline and structured domain randomization.
ROS 2
ROS 2 is an ecosystem of robot software libraries, tools and interfaces for building and connecting applications.
RT-1
RT-1 connects camera observations and language commands to robot actions through a transformer policy and compressed visual tokens.
RT-2
RT-2 studies transferring pretrained vision-language representations into robot control by treating robot action tokens as another output language.
Sam’s Club BrainOS floorcare and inventory rollout
Sam’s Club confirms an existing BrainOS-powered floor-scrubber fleet and a dated rollout of inventory-scanning accessories on that equipment.
Sanctuary AI
Sanctuary AI develops physical AI for industrial manipulation across robotic hardware. The current offering emphasizes deployment on commercially available systems, while hydraulic hands and a path toward humanoids remain distinct development streams.
Sanding & Surface Finishing
Finishing quality is an outcome on a surface. Build the shortlist around material, geometry and inspection requirements, with tooling and consumable wear included in the evaluation.
Sereact
Sereact develops Cortex robot intelligence and fulfillment applications such as picking, putwall automation and returns handling. Its current materials distinguish the platform, vision functions and integration examples, with operational metrics reported by the vendor.
Serve Delivery Robot
A managed sidewalk-delivery system for local orders, with app tracking, phone-based unlocking and monitored fleet operation.
Serve Robotics
Serve Robotics develops sidewalk delivery robots and associated delivery services. Its company history distinguishes the original Postmates robotics division from the later independent business, while current service scope remains location dependent.
SimplerEnv
SimplerEnv uses simulation to study manipulation policies in environments aligned with real robot evaluation setups.
Skild AI
Skild AI develops Skild Brain as an intelligence layer intended to work across robot bodies. Its official examples focus on inspection, mobile manipulation and packing rather than a single robot manufactured by the company.
Skild Brain
Skild AI’s general-purpose robotics model family, organized around high-level behavior and lower-level control across different robot forms.
Skydio
Skydio supplies autonomous drones, docking systems and operational software. Its portfolio separates aircraft such as X10 from remote operations, mapping and fleet tools for inspection and public-service workflows.
Skydio X10
An enterprise aerial inspection platform with configurable visual and thermal sensing and assisted mission workflows.
SmolVLA
SmolVLA is a compact base VLA exposed through LeRobot, with continuous action generation and a documented path to task-specific fine-tuning.
Spot
Spot is a quadruped inspection platform offered with configurable sensing packages and developer access. Its buyer decision centers on payload selection, site access and the inspection workflow rather than generic humanoid dexterity.
Standard Bots
Standard Bots designs and assembles industrial robot systems with integrated teaching software and application playbooks. Its current catalog lists multiple arm sizes and a bimanual platform, requiring clear separation from older RO1 references.
Starship Delivery Robot
A local delivery service using compact six-wheeled robots, insulated cargo storage and phone-unlocked customer handoff.
Starship Technologies
Starship Technologies develops and operates sidewalk delivery robots. Its commercial offering serves grocery retailers, delivery applications and industrial sites, with consumer delivery and internal-site transport treated as different use cases.
Stretch
Stretch is a mobile warehouse case-handling robot aimed at container unloading and case picking. It targets box flow at existing facilities rather than general-purpose manipulation.
Surgical Robotics
Surgical systems require a much narrower evaluation than general robot capability. Read the exact system, intended use, jurisdiction and institutional procurement requirements before comparing a vendor’s broader portfolio.
Symbotic
Symbotic supplies integrated warehouse automation and orchestration software. Its portfolio separates case-based storage and handling from SymMicro tote workflows, with system design linked to facility requirements.
Symbotic System
A warehouse automation system coordinating case handling, storage and sequenced outbound flow through purpose-built robots and infrastructure.
Tesla — Optimus program
Optimus is Tesla’s humanoid robotics program, not a separate company. Tesla describes a general-purpose bipedal robot and an engineering effort spanning perception, balance, navigation and physical interaction.
Tote Handling
Tote handling is a transfer problem with precise interfaces. Start with the tote, pickup position and downstream acceptance rule, then inspect evidence for the exact robot generation.
Truck Unloading
An unloading shortlist should be built around the incoming load, trailer geometry and destination conveyor. Different unloading tasks need different evidence, even when the systems look similar in a demo.
TS-Mask VLA
TS-Mask VLA is a manipulation research framework that models temporal and spatial structure in discrete action sequences.
UBTECH Robotics
UBTECH organizes its robotics business across industrial humanoids, commercial service systems, education, logistics and care. Its Walker families are explicitly divided by application rather than presented as one universal robot.
Unitree B2
B2 is an industrial quadruped with optional wheeled feet and application-dependent sensors. Its published load and endurance figures distinguish standing from continuous walking.
Unitree G1
The base Unitree G1 is a compact humanoid hardware platform with onboard depth sensing and a published starting price. EDU options and development access must be checked separately before a research purchase.
Unitree Go2
Go2 is Unitree’s compact quadruped family for education and development. Air, Pro and EDU configurations vary, so autonomy demonstrations should be checked against the purchased package.
Unitree H1
The original Unitree H1 is a full-height humanoid development platform with a published locomotion specification and separate development computing. H1-2 is a different configuration and is excluded here.
Unitree Robotics
Unitree’s official catalog spans humanoid and quadruped robot families, with separate documentation, software resources and service channels. Its broad range makes exact model and configuration identification essential for comparisons.
Universal Robots
Universal Robots supplies collaborative industrial robot arms, control software and application solutions. The current website separates new hardware and controls from its UR+ ecosystem of application kits and complete solutions.
Universal Robots UR20-1750
A long-reach industrial collaborative arm with separately specified normal and extended payload limits, selected from the manifest’s approved ecosystem substitution queue.
Vention
Vention supplies a manufacturing automation platform spanning design, programming, controls and operational monitoring. Its modular hardware and robot integrations support application cells for tasks such as palletizing, machine tending and welding.
Versius
A surgeon-controlled modular robotic system for minimal-access surgery, with an open console and separate bedside units.
Vision 60
A modular quadruped platform with onboard perception, mission interfaces and replaceable field components.
VLA-Adapter
VLA-Adapter studies a lightweight connection between a visual-language backbone and action generation, with a public implementation and adaptation examples.
VLABench
VLABench focuses on language-conditioned manipulation with longer task structure and semantic generalization challenges.
Waabi
Waabi develops autonomous-driving technology with a simulation-first validation approach. Its portfolio distinguishes Waabi Driver, Waabi World and mixed-reality testing, while addressing trucking and robotaxi applications.
Waabi Driver
A trucking autonomy system combining onboard sensing and compute with simulation-based development and validation.
Walker S2
Walker S2 is UBTECH’s industrial humanoid emphasizing battery swapping, binocular vision and factory task coordination. Its production and endurance statements remain attributed to the vendor.
Walker X
Walker X is a service-oriented humanoid with published locomotion, hand and compute details. Its public page focuses on interaction and household-appliance manipulation rather than a named production contract.
Walmart Brooksville Symbotic deployment
Walmart identifies its Brooksville distribution center as a test site for Symbotic’s sorting, storage, retrieval and outbound pallet system.
Warehouse Picking
A picking evaluation begins with the inventory mix and the handoff. Use this brief to distinguish item manipulation, goods-to-person movement and complete warehouse infrastructure before you compare vendors.
Waymo
Waymo develops the Waymo Driver and operates an autonomous ride-hailing service. Its public product separates passenger access, technology and safety evidence, with service availability tied to operating areas.
Waymo Driver
An integrated autonomous-driving hardware and software system; this profile distinguishes the sixth-generation release from older vehicle sensor configurations.
Wayve
Wayve develops driving intelligence and research tools for embodied AI. Its portfolio separates the Wayve AI Driver from GAIA world-model research and LINGO language-based work, with commercial integration aimed at vehicle partners.
Wayve AI Driver
Wayve’s AI Driver is an embedded driving software offering designed to be licensed to vehicle manufacturers and integrated with vehicle sensors and compute.
Wayve GAIA
GAIA is Wayve’s world-model family for driving simulation; the reviewed GAIA-4 release constructs closed-loop scenarios from recorded sensor data.
Welding
A welding system must fit the joint, material and production process. Compare the delivered cell and process support, then evaluate the robot’s contribution within that defined scope.
What Is a Robot Foundation Model?
A robot foundation model is best examined as a reusable learned starting point with a specific data history and adaptation path. Broad pretraining and broad deployment are different claims, and both need evidence.
What Is a VLA Model?
A vision-language-action model connects visual observations and language instructions to robot actions. The important buyer and research questions concern its action interface, exact checkpoint, adaptation work and evaluated embodiment.
What Is a World Model for Robotics?
A world model represents or predicts aspects of an environment, but its role may be generation, planning or evaluation. Inspect what it conditions on, what it outputs and how those outputs are validated before using it as robot evidence.
What Is Physical AI?
Physical AI is useful as a way to examine how learned intelligence connects to physical action. This guide separates the model, robot, operating environment and evidence needed to judge an actual system.
X-VLA
X-VLA uses embodiment-related soft prompts to adapt a flow-based action policy across differing robot data sources.
Yaskawa
Yaskawa supplies motion control and industrial automation, including industrial robots. Its portfolio connects servo systems, AC drives, robotics and system engineering through the company’s i3-Mechatronics approach.
Zipline
Zipline offers drone delivery for food, groceries, medicine and other local orders. Its current website separates consumer access from merchant partnership, with operating-area and service terms requiring a location-specific check.