Open source focus
Open Source Alternatives to ALMA Tech
60 open source Automotive options similar to ALMA Tech, 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.
Opsys63AutomotiveYokneam Illit, Israel$51.5MOpen source
Bee Maps46Autonomous VehiclesTel Aviv, Israel$62.0MOpen source
Percepto67DronesTel Aviv, Israel$136.8MOpen source
Ouster55RoboticsSan Francisco, United States$100.0MOpen source
Ouster, Inc.53LIDARSan Francisco, United States$161.0MOpen source
CyberBee40DronesTel Aviv, Israel$900KOpen source
Radomatics20AutomotiveTel Aviv, IsraelOpen source
Hailo69Edge ComputingTel Aviv, Israel$425.0MOpen source
GreyOrange61RoboticsAtlanta, United StatesOpen source
SkyfireAI59AerospaceAustin, USA$19.5MOpen source
Overwatch Imaging55Defense TechHood River, USA$17.1MOpen source
StereoLabs54RoboticsParis, France$30.0MOpen source
Wisesight Technologies54AutomotiveTel Aviv, Israel$4.0MOpen source
Ideon Technologies48Computer VisionTel Aviv, Israel$21.0MOpen source
Clearpath Robotics46RoboticsKitchener, Canada$54.0MOpen source
Luxonis46Artificial IntelligenceDenver, USA$14.0MOpen source
- MAMacrodata Labs39Artificial IntelligenceParis, France$4.0M
Open source · Self-hostable
- NONova Sky33Drone TechnologyLondon, United Kingdom$29.5M
Open source
White Raven14AutomotiveOpen source
9 Mothers10Hard TechAustin, United StatesOpen source
BlueBoticsRoboticsLausanne, SwitzerlandOpen source
- RobocurveRobotics
Open source
EdgeferenceEdge AIOpen source
Arm Holdings plc77Semiconductor DesignCambridge, United Kingdom$35.9BOpen source
Unitree Robotics74RoboticsHangzhou, China$890.1MOpen source
SiFive66AI ChipSan Jose, United States$774.9MOpen source
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
D-Fend Solutions62DronesTel Aviv, Israel$59.0MOpen source
Galaxea60RoboticsTokyo, Japan$589.6MOpen source
CaPow55RoboticsTel Aviv, Israel$7.5MOpen source
Mappedin55Real Estate TechWaterloo, Canada$56.6MOpen source
Arcten55Agentic AISan Francisco, United StatesOpen source
Rainbow Robotics54RoboticsDaejeon, South Korea$213.3MOpen source
Maneva .54AI Solutions for ManufacturingToronto, CanadaOpen source
Cobot54RoboticsTel Aviv, Israel$11.5MOpen source
Senecio Robotics53AgritechTel Aviv, Israel$12.0MOpen source
Megvii53Computer VisionBeijing, ChinaOpen source
Swift Navigation52GNSSSan Francisco, United States$104.5MOpen source
Twelve Labs51Video AISan Francisco, United States$62.0MOpen source
Visual Layer50DatabaseTel Aviv, Israel$7.0MOpen source · Self-hostable
Unitree Robotics50Humanoid RoboticsHangzhou, ChinaOpen source
Visionify49Computer VisionTel Aviv, Israel$1.1MOpen source
Spectral Compute49AI InfrastructureCambridge, United Kingdom$29.0MOpen source
Jacobi Robotics47RoboticsLondon, United KingdomOpen source
Plumerai45On-Device AILondon, United Kingdom$11.3MOpen source
Visionz Tech42Computer VisionTel Aviv, Israel$12.0MOpen source
Eden AI40API PlatformParis, FranceOpen source
Sky-Spy39Defense Tech$16.0MOpen source
Deep Innovations35PoolLondon, United KingdomOpen source
Radharc35Computer VisionTel Aviv, IsraelOpen source
Arbel AI34Industrial AutomationEven Yehuda, IsraelOpen source
RobotAI33RoboticsTel Aviv, IsraelOpen source
Dig Robotics33RoboticsTel Aviv, IsraelOpen source
- EDedgX31Edge ComputingSan Jose, United States$8.8M
Open source · Self-hostable
Saga Robotics30RoboticsÅs, Norway$21.8MOpen source
CLIKA28Artificial IntelligenceTel Aviv, IsraelOpen source
Kantu26Workflow AutomationOpen source · Self-hostable
Miltech Hellas25Defense TechAthens, GreeceOpen source
World Models21Frontier AI LabOpen source
VIRES Simulationstechnologie GmbH (now part of AVL)21Autonomous VehiclesAugsburg, GermanyOpen source
| Company | Sector | License | HQ | Funding | Score |
|---|---|---|---|---|---|
| Opsys | Automotive | Open source | Yokneam Illit, Israel | $51.5M | 63 |
| Bee Maps | Autonomous Vehicles | Open source | Tel Aviv, Israel | $62.0M | 46 |
| Percepto | Drones | Open source | Tel Aviv, Israel | $136.8M | 67 |
| Ouster | Robotics | Open source | San Francisco, United States | $100.0M | 55 |
| Ouster, Inc. | LIDAR | Open source | San Francisco, United States | $161.0M | 53 |
| CyberBee | Drones | Open source | Tel Aviv, Israel | $900K | 40 |
| Radomatics | Automotive | Open source | Tel Aviv, Israel | — | 20 |
| Hailo | Edge Computing | Open source | Tel Aviv, Israel | $425.0M | 69 |
| GreyOrange | Robotics | Open source | Atlanta, United States | — | 61 |
| SkyfireAI | Aerospace | Open source | Austin, USA | $19.5M | 59 |
| Overwatch Imaging | Defense Tech | Open source | Hood River, USA | $17.1M | 55 |
| StereoLabs | Robotics | Open source | Paris, France | $30.0M | 54 |
| Wisesight Technologies | Automotive | Open source | Tel Aviv, Israel | $4.0M | 54 |
| Ideon Technologies | Computer Vision | Open source | Tel Aviv, Israel | $21.0M | 48 |
| Clearpath Robotics | Robotics | Open source | Kitchener, Canada | $54.0M | 46 |
| Luxonis | Artificial Intelligence | Open source | Denver, USA | $14.0M | 46 |
| MAMacrodata Labs | Artificial Intelligence | Open source · Self-hostable | Paris, France | $4.0M | 39 |
| NONova Sky | Drone Technology | Open source | London, United Kingdom | $29.5M | 33 |
| White Raven | Automotive | Open source | — | — | 14 |
| 9 Mothers | Hard Tech | Open source | Austin, United States | — | 10 |
| BlueBotics | Robotics | Open source | Lausanne, Switzerland | — | — |
| Robotics | Open source | — | — | — | |
| Edgeference | Edge AI | Open source | — | — | — |
| Arm Holdings plc | Semiconductor Design | Open source | Cambridge, United Kingdom | $35.9B | 77 |
| Unitree Robotics | Robotics | Open source | Hangzhou, China | $890.1M | 74 |
| SiFive | AI Chip | Open source | San Jose, United States | $774.9M | 66 |
| ClearML | AutoML | Open source · Self-hostable | Tel Aviv, Israel | $11.0M | 64 |
| D-Fend Solutions | Drones | Open source | Tel Aviv, Israel | $59.0M | 62 |
| Galaxea | Robotics | Open source | Tokyo, Japan | $589.6M | 60 |
| CaPow | Robotics | Open source | Tel Aviv, Israel | $7.5M | 55 |
| Mappedin | Real Estate Tech | Open source | Waterloo, Canada | $56.6M | 55 |
| Arcten | Agentic AI | Open source | San Francisco, United States | — | 55 |
| Rainbow Robotics | Robotics | Open source | Daejeon, South Korea | $213.3M | 54 |
| Maneva . | AI Solutions for Manufacturing | Open source | Toronto, Canada | — | 54 |
| Cobot | Robotics | Open source | Tel Aviv, Israel | $11.5M | 54 |
| Senecio Robotics | Agritech | Open source | Tel Aviv, Israel | $12.0M | 53 |
| Megvii | Computer Vision | Open source | Beijing, China | — | 53 |
| Swift Navigation | GNSS | Open source | San Francisco, United States | $104.5M | 52 |
| Twelve Labs | Video AI | Open source | San Francisco, United States | $62.0M | 51 |
| Visual Layer | Database | Open source · Self-hostable | Tel Aviv, Israel | $7.0M | 50 |
| Unitree Robotics | Humanoid Robotics | Open source | Hangzhou, China | — | 50 |
| Visionify | Computer Vision | Open source | Tel Aviv, Israel | $1.1M | 49 |
| Spectral Compute | AI Infrastructure | Open source | Cambridge, United Kingdom | $29.0M | 49 |
| Jacobi Robotics | Robotics | Open source | London, United Kingdom | — | 47 |
| Plumerai | On-Device AI | Open source | London, United Kingdom | $11.3M | 45 |
| Visionz Tech | Computer Vision | Open source | Tel Aviv, Israel | $12.0M | 42 |
| Eden AI | API Platform | Open source | Paris, France | — | 40 |
| Sky-Spy | Defense Tech | Open source | — | $16.0M | 39 |
| Deep Innovations | Pool | Open source | London, United Kingdom | — | 35 |
| Radharc | Computer Vision | Open source | Tel Aviv, Israel | — | 35 |
| Arbel AI | Industrial Automation | Open source | Even Yehuda, Israel | — | 34 |
| RobotAI | Robotics | Open source | Tel Aviv, Israel | — | 33 |
| Dig Robotics | Robotics | Open source | Tel Aviv, Israel | — | 33 |
| EDedgX | Edge Computing | Open source · Self-hostable | San Jose, United States | $8.8M | 31 |
| Saga Robotics | Robotics | Open source | Ås, Norway | $21.8M | 30 |
| CLIKA | Artificial Intelligence | Open source | Tel Aviv, Israel | — | 28 |
| Kantu | Workflow Automation | Open source · Self-hostable | — | — | 26 |
| Miltech Hellas | Defense Tech | Open source | Athens, Greece | — | 25 |
| World Models | Frontier AI Lab | Open source | — | — | 21 |
| VIRES Simulationstechnologie GmbH (now part of AVL) | Autonomous Vehicles | Open source | Augsburg, Germany | — | 21 |