Open source focus
Open Source Alternatives to REE Automotive
60 open source Automotive options similar to REE Automotive, ranked by named competitors first, sector overlap, and our 0-100 AI-readiness score. Each profile notes license and self-hosting where we have it.
Ouster55RoboticsSan Francisco, United States$100.0MOpen source
Opsys63AutomotiveYokneam Illit, Israel$51.5MOpen source
Swift Navigation52GNSSSan Francisco, United States$104.5MOpen source
RTC36TransportationOmaha, United States$8.8MOpen source
BlueBoticsRoboticsLausanne, SwitzerlandOpen source
Exotec70RoboticsLyon, FranceOpen source
Hailo69Edge ComputingTel Aviv, Israel$425.0MOpen source
Wisesight Technologies54AutomotiveTel Aviv, Israel$4.0MOpen source
StereoLabs54RoboticsParis, France$30.0MOpen source
Ouster, Inc.53LIDARSan Francisco, United States$161.0MOpen source
Pollen Robotics52RoboticsParis, France$2.6MOpen source · Self-hostable
Ideon Technologies48Computer VisionTel Aviv, Israel$21.0MOpen source
Bee Maps46Autonomous VehiclesTel Aviv, Israel$62.0MOpen source
Clearpath Robotics46RoboticsKitchener, Canada$54.0MOpen source
Luxonis46Artificial IntelligenceDenver, USA$14.0MOpen source
Anvil Robotics43RoboticsSan Francisco, United States$6.5MOpen source
Kiinns30Food SafetyTel Aviv, IsraelOpen source
Motoro Security26AutomotiveTel Aviv, IsraelOpen source
VIRES Simulationstechnologie GmbH (now part of AVL)21Autonomous VehiclesAugsburg, GermanyOpen source
Radomatics20AutomotiveTel Aviv, IsraelOpen source
Aemetis15Climate TechCupertino, United StatesOpen source · Self-hostable
9 Mothers10Hard TechAustin, United StatesOpen source
RideamericaAgentic AIOpen source
Google DeepMind83Frontier AI LabLondon, United Kingdom$676.7MOpen source
Unitree Robotics74RoboticsHangzhou, China$890.1MOpen source
Google73InternetMountain View, United States$9.1BOpen source
InstaDeep71Decision-Making AITunis, Tunisia$177.0MOpen source
Percepto67DronesTel Aviv, Israel$136.8MOpen source
SiFive66AI ChipSan Jose, United States$774.9MOpen source
Aurora Labs63AutomotiveTel Aviv, Israel$99.6MOpen source
- YUYubico63CybersecurityStockholm, Sweden
Open source
D-Fend Solutions62DronesTel Aviv, Israel$59.0MOpen source
Ampere62SemiconductorsSanta Clara, USA$63.0MOpen source
Normal Computing62Artificial IntelligenceNew York, United States$50.0MOpen source
Sitetracker61Infrastructure ManagementBerkeley, United States$42.0MOpen source
GreyOrange61RoboticsAtlanta, United StatesOpen source
Galaxea60RoboticsTokyo, Japan$589.6MOpen source
SkyfireAI59AerospaceAustin, USA$19.5MOpen source
Rigetti Computing59Quantum ComputingBerkeley, United States$178.0MOpen source
Genesis AI58Artificial IntelligenceSan Francisco, United States$105.0MOpen source
Steel.dev58Developer ToolsTel Aviv, Israel$17.0MOpen source · Self-hostable
Cybord56Visual InspectionTel Aviv, Israel$8.7MOpen source
- PIPico Immersive56Virtual RealityBeijing, China$397.1M
Open source
Overwatch Imaging55Defense TechHood River, USA$17.1MOpen source
Oxide Computer55EnterpriseSan Francisco, United States$200.0MOpen source
Nexthop AI55Artificial IntelligenceSanta Clara, United States$610.0MOpen source
CaPow55RoboticsTel Aviv, Israel$7.5MOpen source
Excelero55Data CenterSanta Clara, United States$25.0MOpen source
Cerulion54RoboticsSan Francisco, USA$500KOpen source · Self-hostable
Rainbow Robotics54RoboticsDaejeon, South Korea$213.3MOpen source
Cobot54RoboticsTel Aviv, Israel$11.5MOpen source
Indie Campers54Travel TechLisbon, PortugalOpen source
Aura Aero54AerospaceToulouse, France$340.0MOpen source
Tequipy54IT ManagementLondon, United Kingdom$3.0MOpen source
Falkbuilt Ltd.54Advanced ManufacturingCalgary, CanadaOpen source
Senecio Robotics53AgritechTel Aviv, Israel$12.0MOpen source
Halo Digital53AI Enablers$11.0MOpen source
Wandelbots53RoboticsDresden, GermanyOpen source
- MAMAJESTIC LABS AI52AISan Francisco, United States$100.0M
Open source
Enflame Technology52Artificial IntelligenceShanghai, China$400.0MOpen source
| Company | Sector | License | HQ | Funding | Score |
|---|---|---|---|---|---|
| Ouster | Robotics | Open source | San Francisco, United States | $100.0M | 55 |
| Opsys | Automotive | Open source | Yokneam Illit, Israel | $51.5M | 63 |
| Swift Navigation | GNSS | Open source | San Francisco, United States | $104.5M | 52 |
| RTC | Transportation | Open source | Omaha, United States | $8.8M | 36 |
| BlueBotics | Robotics | Open source | Lausanne, Switzerland | — | — |
| Exotec | Robotics | Open source | Lyon, France | — | 70 |
| Hailo | Edge Computing | Open source | Tel Aviv, Israel | $425.0M | 69 |
| Wisesight Technologies | Automotive | Open source | Tel Aviv, Israel | $4.0M | 54 |
| StereoLabs | Robotics | Open source | Paris, France | $30.0M | 54 |
| Ouster, Inc. | LIDAR | Open source | San Francisco, United States | $161.0M | 53 |
| Pollen Robotics | Robotics | Open source · Self-hostable | Paris, France | $2.6M | 52 |
| Ideon Technologies | Computer Vision | Open source | Tel Aviv, Israel | $21.0M | 48 |
| Bee Maps | Autonomous Vehicles | Open source | Tel Aviv, Israel | $62.0M | 46 |
| Clearpath Robotics | Robotics | Open source | Kitchener, Canada | $54.0M | 46 |
| Luxonis | Artificial Intelligence | Open source | Denver, USA | $14.0M | 46 |
| Anvil Robotics | Robotics | Open source | San Francisco, United States | $6.5M | 43 |
| Kiinns | Food Safety | Open source | Tel Aviv, Israel | — | 30 |
| Motoro Security | Automotive | Open source | Tel Aviv, Israel | — | 26 |
| VIRES Simulationstechnologie GmbH (now part of AVL) | Autonomous Vehicles | Open source | Augsburg, Germany | — | 21 |
| Radomatics | Automotive | Open source | Tel Aviv, Israel | — | 20 |
| Aemetis | Climate Tech | Open source · Self-hostable | Cupertino, United States | — | 15 |
| 9 Mothers | Hard Tech | Open source | Austin, United States | — | 10 |
| Rideamerica | Agentic AI | Open source | — | — | — |
| Google DeepMind | Frontier AI Lab | Open source | London, United Kingdom | $676.7M | 83 |
| Unitree Robotics | Robotics | Open source | Hangzhou, China | $890.1M | 74 |
| Google | Internet | Open source | Mountain View, United States | $9.1B | 73 |
| InstaDeep | Decision-Making AI | Open source | Tunis, Tunisia | $177.0M | 71 |
| Percepto | Drones | Open source | Tel Aviv, Israel | $136.8M | 67 |
| SiFive | AI Chip | Open source | San Jose, United States | $774.9M | 66 |
| Aurora Labs | Automotive | Open source | Tel Aviv, Israel | $99.6M | 63 |
| YUYubico | Cybersecurity | Open source | Stockholm, Sweden | — | 63 |
| D-Fend Solutions | Drones | Open source | Tel Aviv, Israel | $59.0M | 62 |
| Ampere | Semiconductors | Open source | Santa Clara, USA | $63.0M | 62 |
| Normal Computing | Artificial Intelligence | Open source | New York, United States | $50.0M | 62 |
| Sitetracker | Infrastructure Management | Open source | Berkeley, United States | $42.0M | 61 |
| GreyOrange | Robotics | Open source | Atlanta, United States | — | 61 |
| Galaxea | Robotics | Open source | Tokyo, Japan | $589.6M | 60 |
| SkyfireAI | Aerospace | Open source | Austin, USA | $19.5M | 59 |
| Rigetti Computing | Quantum Computing | Open source | Berkeley, United States | $178.0M | 59 |
| Genesis AI | Artificial Intelligence | Open source | San Francisco, United States | $105.0M | 58 |
| Steel.dev | Developer Tools | Open source · Self-hostable | Tel Aviv, Israel | $17.0M | 58 |
| Cybord | Visual Inspection | Open source | Tel Aviv, Israel | $8.7M | 56 |
| PIPico Immersive | Virtual Reality | Open source | Beijing, China | $397.1M | 56 |
| Overwatch Imaging | Defense Tech | Open source | Hood River, USA | $17.1M | 55 |
| Oxide Computer | Enterprise | Open source | San Francisco, United States | $200.0M | 55 |
| Nexthop AI | Artificial Intelligence | Open source | Santa Clara, United States | $610.0M | 55 |
| CaPow | Robotics | Open source | Tel Aviv, Israel | $7.5M | 55 |
| Excelero | Data Center | Open source | Santa Clara, United States | $25.0M | 55 |
| Cerulion | Robotics | Open source · Self-hostable | San Francisco, USA | $500K | 54 |
| Rainbow Robotics | Robotics | Open source | Daejeon, South Korea | $213.3M | 54 |
| Cobot | Robotics | Open source | Tel Aviv, Israel | $11.5M | 54 |
| Indie Campers | Travel Tech | Open source | Lisbon, Portugal | — | 54 |
| Aura Aero | Aerospace | Open source | Toulouse, France | $340.0M | 54 |
| Tequipy | IT Management | Open source | London, United Kingdom | $3.0M | 54 |
| Falkbuilt Ltd. | Advanced Manufacturing | Open source | Calgary, Canada | — | 54 |
| Senecio Robotics | Agritech | Open source | Tel Aviv, Israel | $12.0M | 53 |
| Halo Digital | AI Enablers | Open source | — | $11.0M | 53 |
| Wandelbots | Robotics | Open source | Dresden, Germany | — | 53 |
| MAMAJESTIC LABS AI | AI | Open source | San Francisco, United States | $100.0M | 52 |
| Enflame Technology | Artificial Intelligence | Open source | Shanghai, China | $400.0M | 52 |