Intelligence desk ↗
Research operations · noindex
Coverage, with the gaps visible.
1826 explicit unknown fields, including 836 awaiting research. A checked source and an independently verified outcome are different things.
228 matching entities. Direct claims exclude linked funding, dataset and benchmark records.
| Entity | Direct claims | Linked fields | Sources | Relationships | Unknown | Stale | Conflicts | Offers | Deployments |
|---|---|---|---|---|---|---|---|---|---|
| LIBERObenchmark | 6 | 0 | 1 | 343 | 0 | 0 | 0 | 0 | 0 |
| RLBenchbenchmark | 6 | 0 | 1 | 37 | 0 | 0 | 0 | 0 | 0 |
| CALVINbenchmark | 6 | 0 | 1 | 142 | 0 | 0 | 0 | 0 | 0 |
| SimplerEnvbenchmark | 6 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| RoboCasabenchmark | 6 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| RoboTwin 2.0benchmark | 6 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 |
| ManiSkill2benchmark | 6 | 0 | 2 | 10 | 0 | 0 | 0 | 0 | 0 |
| Kinetixbenchmark | 6 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| VLABenchbenchmark | 6 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| LIBERO-Plusbenchmark | 6 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| LIBERO-Probenchmark | 6 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| RoboArenabenchmark | 6 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| RoboCasa365benchmark | 6 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| MIKASA-Robobenchmark | 6 | 0 | 2 | 13 | 0 | 0 | 0 | 0 | 0 |
| RoboMMEbenchmark | 6 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 0 |
| RoboDojobenchmark | 6 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| RoboCerebrabenchmark | 6 | 0 | 2 | 9 | 0 | 0 | 0 | 0 | 0 |
| MolmoSpaces Benchbenchmark | 6 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| Figure AIcompany | 27 | 100 | 13 | 26 | 6 | 0 | 0 | 0 | 2 |
| Tesla — Optimus programcompany | 7 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1X Technologiescompany | 31 | 75 | 10 | 20 | 6 | 0 | 0 | 2 | 0 |
| Agility Roboticscompany | 14 | 27 | 7 | 13 | 5 | 0 | 0 | 1 | 1 |
| Apptronikcompany | 7 | 37 | 7 | 15 | 0 | 0 | 0 | 0 | 1 |
| Sanctuary AIcompany | 7 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 |
| Boston Dynamicscompany | 7 | 0 | 1 | 11 | 0 | 0 | 0 | 0 | 2 |
| Unitree Roboticscompany | 6 | 0 | 1 | 8 | 0 | 0 | 0 | 0 | 0 |
| Fouriercompany | 7 | 0 | 3 | 6 | 0 | 0 | 0 | 0 | 0 |
| UBTECH Roboticscompany | 6 | 0 | 1 | 7 | 0 | 0 | 0 | 0 | 0 |
| AGIBOTcompany | 6 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 |
| NEURA Roboticscompany | 6 | 0 | 1 | 5 | 0 | 0 | 0 | 0 | 0 |
| Humanoidcompany | 6 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 |
| Engineered Artscompany | 7 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| Rainbow Roboticscompany | 6 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 |
| ROBOTIScompany | 6 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| Doosan Roboticscompany | 6 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 |
| Physical Intelligencecompany | 6 | 0 | 2 | 11 | 0 | 0 | 0 | 0 | 0 |
| Skild AIcompany | 6 | 15 | 3 | 8 | 0 | 0 | 0 | 0 | 0 |
| Field AIcompany | 7 | 0 | 1 | 5 | 0 | 0 | 0 | 0 | 0 |
| Generalist AIcompany | 6 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 0 |
| World Labscompany | 6 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| NVIDIAcompany | 6 | 6 | 2 | 19 | 0 | 0 | 0 | 0 | 0 |
| Hugging Face — LeRobotcompany | 6 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 |
| Intrinsiccompany | 6 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| Moonlake AIcompany | 6 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| Proceptioncompany | 7 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| Dexteritycompany | 6 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| Collaborative Roboticscompany | 7 | 0 | 2 | 5 | 0 | 0 | 0 | 0 | 0 |
| Bright Machinescompany | 7 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| Standard Botscompany | 7 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 |
| Pickle Robotcompany | 7 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 |
| Sereactcompany | 6 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| Mujincompany | 7 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 0 |
| Path Roboticscompany | 6 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 |
| GrayMatter Roboticscompany | 7 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 |
| Bedrock Roboticscompany | 7 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| Gecko Roboticscompany | 7 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 |
| ANYboticscompany | 7 | 0 | 1 | 5 | 0 | 0 | 0 | 0 | 0 |
| Ghost Roboticscompany | 7 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| Diligent Roboticscompany | 7 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 1 |
| CMR Surgicalcompany | 7 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| Intuitive Surgicalcompany | 7 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| Monumentalcompany | 7 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 |
| Waymocompany | 6 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 |
| Wayvecompany | 7 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| Nurocompany | 7 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 |
| Waabicompany | 7 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 |
| Applied Intuitioncompany | 6 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| Skydiocompany | 7 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| Shield AIcompany | 7 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| ABB Roboticscompany | 7 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| KUKAcompany | 6 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 |
| FANUCcompany | 6 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| Yaskawacompany | 6 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 |
| Universal Robotscompany | 7 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| Maven Roboticscompany | 7 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 0 |
| AI² Roboticscompany | 7 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 |
| Hexagon Roboticscompany | 7 | 10 | 3 | 5 | 0 | 0 | 0 | 0 | 1 |
| Franka Roboticscompany | 7 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 |
| Locus Roboticscompany | 7 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 |
| Symboticcompany | 7 | 0 | 1 | 6 | 0 | 0 | 0 | 0 | 1 |
| AutoStorecompany | 7 | 0 | 1 | 5 | 0 | 0 | 0 | 0 | 1 |
| Exoteccompany | 7 | 0 | 3 | 4 | 0 | 0 | 0 | 0 | 0 |
| Brain Corpcompany | 7 | 0 | 1 | 5 | 0 | 0 | 0 | 0 | 1 |
| Serve Roboticscompany | 7 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 0 |
| Starship Technologiescompany | 7 | 0 | 2 | 5 | 0 | 0 | 0 | 0 | 1 |
| Ziplinecompany | 6 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 |
| Ventioncompany | 7 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 |
| Google DeepMindcompany | 7 | 0 | 1 | 8 | 0 | 0 | 0 | 0 | 0 |
| Covariantcompany | 6 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 |
| GXO / SPANX Digit tote handlingdeployment | 17 | 5 | 4 | 5 | 6 | 0 | 0 | 1 | 3 |
| DHL Stretch container unloadingdeployment | 9 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 3 |
| Cedars-Sinai Moxi hospital logisticsdeployment | 9 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 3 |
| Co-op / Starship Leeds grocery deliverydeployment | 9 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 3 |
| Walmart Brooksville Symbotic deploymentdeployment | 10 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 3 |
| Sam’s Club BrainOS floorcare and inventory rolloutdeployment | 10 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 3 |
| DSV Horsens AutoStore fulfillmentdeployment | 10 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 3 |
| National Grid Sandy Pond Spot inspectiondeployment | 9 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 3 |
| Warehouse Pickingindustry | 2 | 0 | 7 | 21 | 0 | 0 | 0 | 0 | 2 |
| Palletizingindustry | 2 | 0 | 5 | 13 | 0 | 0 | 0 | 0 | 0 |
| Tote Handlingindustry | 2 | 9 | 8 | 15 | 0 | 0 | 0 | 0 | 2 |
| Truck Unloadingindustry | 2 | 0 | 5 | 8 | 0 | 0 | 0 | 0 | 1 |
| Manufacturing Assemblyindustry | 2 | 0 | 5 | 35 | 0 | 0 | 0 | 0 | 0 |
| Automotive Manufacturingindustry | 2 | 41 | 7 | 15 | 0 | 0 | 0 | 0 | 3 |
| Weldingindustry | 2 | 0 | 6 | 7 | 0 | 0 | 0 | 0 | 0 |
| Sanding & Surface Finishingindustry | 2 | 0 | 3 | 3 | 0 | 0 | 0 | 0 | 0 |
| Industrial Inspectionindustry | 2 | 0 | 6 | 16 | 0 | 0 | 0 | 0 | 1 |
| Constructionindustry | 2 | 0 | 5 | 9 | 0 | 0 | 0 | 0 | 0 |
| Mining & Hazardous Environmentsindustry | 2 | 0 | 4 | 5 | 0 | 0 | 0 | 0 | 0 |
| Agricultureindustry | 2 | 0 | 3 | 1 | 0 | 0 | 0 | 0 | 0 |
| Healthcareindustry | 2 | 0 | 5 | 12 | 0 | 0 | 0 | 0 | 1 |
| Surgical Roboticsindustry | 2 | 0 | 4 | 4 | 0 | 0 | 0 | 0 | 0 |
| Elder Careindustry | 2 | 0 | 8 | 1 | 0 | 0 | 0 | 0 | 0 |
| Home Assistanceindustry | 2 | 0 | 6 | 7 | 0 | 0 | 0 | 0 | 0 |
| Retail & Hospitalityindustry | 2 | 0 | 5 | 10 | 0 | 0 | 0 | 0 | 1 |
| Last-Mile Deliveryindustry | 2 | 0 | 5 | 6 | 0 | 0 | 0 | 0 | 1 |
| Gemini Robotics 2model | 6 | 0 | 2 | 3 | 0 | 0 | 0 | 1 | 0 |
| Gemini Robotics ER 2model | 6 | 0 | 2 | 3 | 0 | 0 | 0 | 1 | 0 |
| Gemini Robotics On-Device 2model | 6 | 0 | 2 | 3 | 0 | 0 | 0 | 1 | 0 |
| NVIDIA Isaac GR00T N1.7model | 9 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| NVIDIA GR00T N2model | 5 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 |
| Physical Intelligence π0model | 4 | 31 | 17 | 18 | 0 | 0 | 0 | 1 | 0 |
| Physical Intelligence π0.5model | 4 | 30 | 17 | 18 | 0 | 0 | 0 | 1 | 0 |
| Physical Intelligence π0.6model | 6 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Physical Intelligence π0.7model | 6 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Skild Brainmodel | 5 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Figure Helixmodel | 6 | 35 | 5 | 10 | 0 | 0 | 0 | 1 | 1 |
| OpenVLAmodel | 29 | 45 | 15 | 47 | 0 | 0 | 0 | 1 | 0 |
| OpenVLA-OFTmodel | 4 | 16 | 11 | 10 | 0 | 0 | 0 | 1 | 0 |
| Octomodel | 4 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 0 |
| RT-1model | 4 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 0 |
| RT-2model | 4 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 |
| SmolVLAmodel | 7 | 0 | 2 | 2 | 0 | 0 | 0 | 1 | 0 |
| X-VLAmodel | 4 | 11 | 7 | 6 | 0 | 0 | 0 | 1 | 0 |
| VLA-Adaptermodel | 4 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 0 |
| OpenHelixmodel | 4 | 0 | 2 | 2 | 0 | 0 | 0 | 1 | 0 |
| TS-Mask VLAmodel | 4 | 3 | 3 | 4 | 0 | 0 | 0 | 1 | 0 |
| Action ControlNet (ACNet)model | 4 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 |
| Diffusion Policymodel | 4 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 0 |
| ACTmodel | 4 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 0 |
| RFM-1model | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| GEN-1model | 6 | 0 | 2 | 3 | 0 | 0 | 0 | 1 | 0 |
| Field Foundation Modelsmodel | 5 | 0 | 2 | 3 | 0 | 0 | 0 | 1 | 0 |
| Wayve AI Drivermodel | 6 | 0 | 2 | 4 | 0 | 0 | 0 | 1 | 0 |
| Wayve GAIAmodel | 6 | 0 | 1 | 4 | 0 | 0 | 0 | 1 | 0 |
| Nuro Driver AI — identity reviewmodel | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| Waabi World Model — identity reviewmodel | 2 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 |
| NVIDIA Cosmos Reasonmodel | 8 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 |
| NVIDIA Cosmos Predictmodel | 8 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 |
| NVIDIA Cosmos Transfermodel | 8 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 |
| LeRobot Policy Stack — taxonomy reviewmodel | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| Figure 03product | 21 | 42 | 6 | 16 | 4 | 0 | 0 | 1 | 1 |
| 1X NEOproduct | 36 | 50 | 6 | 10 | 6 | 0 | 0 | 2 | 0 |
| 1X EVEproduct | 7 | 0 | 3 | 3 | 0 | 0 | 0 | 1 | 0 |
| Digitproduct | 17 | 5 | 3 | 8 | 5 | 0 | 0 | 2 | 1 |
| Apolloproduct | 8 | 14 | 3 | 9 | 0 | 0 | 0 | 1 | 1 |
| Phoenixproduct | 7 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 0 |
| Atlas Electricproduct | 11 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 0 |
| Spotproduct | 9 | 0 | 1 | 6 | 0 | 0 | 0 | 1 | 1 |
| Stretchproduct | 8 | 0 | 1 | 6 | 0 | 0 | 0 | 1 | 1 |
| Unitree G1product | 11 | 0 | 1 | 4 | 0 | 0 | 0 | 1 | 0 |
| Unitree H1product | 10 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Unitree Go2product | 9 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Unitree B2product | 9 | 0 | 1 | 4 | 0 | 0 | 0 | 1 | 0 |
| Fourier GR-1product | 10 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Fourier GR-2product | 10 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Walker S2product | 9 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 0 |
| Walker Xproduct | 10 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 0 |
| AGIBOT G2product | 8 | 0 | 2 | 4 | 0 | 0 | 0 | 1 | 0 |
| NEURA 4NE-1product | 9 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 0 |
| Amecaproduct | 8 | 0 | 2 | 4 | 0 | 0 | 0 | 1 | 0 |
| Rainbow RB-Y1product | 9 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Moxiproduct | 8 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 1 |
| ANYmal Xproduct | 8 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 0 |
| ANYmal Dproduct | 8 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 0 |
| Vision 60product | 11 | 0 | 1 | 4 | 0 | 0 | 0 | 1 | 0 |
| Dexterity Mechproduct | 11 | 0 | 2 | 5 | 0 | 0 | 0 | 1 | 0 |
| Proxieproduct | 10 | 0 | 2 | 5 | 0 | 0 | 0 | 1 | 0 |
| Standard Bots RO1product | 7 | 0 | 3 | 0 | 1 | 0 | 1 | 0 | 0 |
| Pickle Unload Systemproduct | 9 | 0 | 1 | 4 | 0 | 0 | 0 | 1 | 0 |
| Waymo Driverproduct | 9 | 0 | 2 | 3 | 0 | 0 | 0 | 1 | 0 |
| Nuro Driverproduct | 9 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Waabi Driverproduct | 9 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Skydio X10product | 11 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 0 |
| Versiusproduct | 9 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 0 |
| da Vinci 5product | 9 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 0 |
| Monumental Bricklaying Systemproduct | 9 | 0 | 2 | 4 | 0 | 0 | 0 | 1 | 0 |
| Locus Originproduct | 10 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 0 |
| Symbotic Systemproduct | 9 | 0 | 2 | 6 | 0 | 0 | 0 | 1 | 1 |
| AutoStore Gridproduct | 9 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 1 |
| Exotec Skypodproduct | 10 | 0 | 2 | 4 | 0 | 0 | 0 | 1 | 0 |
| BrainOS AMR Platformproduct | 9 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 1 |
| Serve Delivery Robotproduct | 9 | 0 | 1 | 4 | 0 | 0 | 0 | 1 | 0 |
| Starship Delivery Robotproduct | 10 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 1 |
| Franka Research 3product | 11 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Optimus Gen 3product | 5 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 |
| Universal Robots UR20-1750product | 10 | 0 | 2 | 5 | 0 | 0 | 0 | 1 | 0 |
| What Is Physical AI?research | 3 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 |
| Physical AI vs Embodied AIresearch | 3 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 |
| Physical AI vs Roboticsresearch | 3 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 |
| What Is a VLA Model?research | 3 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 |
| What Is a Robot Foundation Model?research | 3 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 |
| What Is a World Model for Robotics?research | 3 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 |
| How to Read a Robot Benchmarkresearch | 3 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 |
| Demo vs Pilot vs Production Deploymentresearch | 3 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 0 |
| Humanoid Robot Pricing and Access Modelsresearch | 3 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 |
| Physical AI Buyer Checklistresearch | 3 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 0 |
| How to Compare Humanoid Robotsresearch | 3 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 |
| How to Evaluate Robot Deployment Evidenceresearch | 3 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 |
| Physical AI Stack Explainedresearch | 3 | 0 | 11 | 0 | 0 | 0 | 0 | 0 | 0 |
| Physical AI Market Mapresearch | 4 | 0 | 12 | 0 | 0 | 0 | 0 | 0 | 0 |
| NVIDIA Isaac Simstack | 8 | 0 | 2 | 6 | 0 | 0 | 0 | 1 | 0 |
| NVIDIA Isaac Labstack | 5 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 0 |
| NVIDIA Omniversestack | 5 | 0 | 1 | 4 | 0 | 0 | 0 | 1 | 0 |
| NVIDIA Cosmosstack | 6 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 |
| Newtonstack | 5 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 |
| Jetson AGX Thor Developer Kitstack | 9 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 |
| Hugging Face LeRobotstack | 8 | 0 | 2 | 4 | 0 | 0 | 0 | 1 | 0 |
| MuJoCostack | 8 | 0 | 2 | 5 | 0 | 0 | 0 | 1 | 0 |
| Gazebostack | 8 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 0 |
| ROS 2stack | 5 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
| Open X-Embodimentstack | 5 | 1215 | 3 | 70 | 0 | 0 | 0 | 1 | 0 |
| DROID Datasetstack | 7 | 31 | 4 | 5 | 0 | 0 | 0 | 1 | 0 |
| BridgeData V2stack | 7 | 30 | 5 | 3 | 0 | 0 | 0 | 1 | 0 |
| robosuitestack | 5 | 0 | 1 | 5 | 0 | 0 | 0 | 1 | 0 |
| robomimicstack | 5 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 |
| NVIDIA OSMOstack | 5 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 0 |
| Isaac Lab Arenastack | 7 | 0 | 1 | 4 | 0 | 0 | 0 | 1 | 0 |
| OpenPIstack | 8 | 0 | 2 | 5 | 0 | 0 | 0 | 1 | 0 |