Open source focus
Open Source Alternatives to Makalu Optics
60 open source Automotive options similar to Makalu Optics, 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
Ouster, Inc.53LIDARSan Francisco, United States$161.0MOpen source
StereoLabs54RoboticsParis, France$30.0MOpen source
Clearpath Robotics46RoboticsKitchener, Canada$54.0MOpen source
BlueBoticsRoboticsLausanne, SwitzerlandOpen source
Hailo69Edge ComputingTel Aviv, Israel$425.0MOpen source
Percepto67DronesTel Aviv, Israel$136.8MOpen source
GreyOrange61RoboticsAtlanta, United StatesOpen source
Rainbow Robotics54RoboticsDaejeon, South Korea$213.3MOpen source
Cobot54RoboticsTel Aviv, Israel$11.5MOpen source
Ideon Technologies48Computer VisionTel Aviv, Israel$21.0MOpen source
Jacobi Robotics47RoboticsLondon, United KingdomOpen source
Bee Maps46Autonomous VehiclesTel Aviv, Israel$62.0MOpen source
Luxonis46Artificial IntelligenceDenver, USA$14.0MOpen source
DentlyTec40HealthcareTel Aviv, IsraelOpen source
Deep Innovations35PoolLondon, United KingdomOpen source
Dig Robotics33RoboticsTel Aviv, IsraelOpen source
RobotAI33RoboticsTel Aviv, IsraelOpen source
- NONova Sky33Drone TechnologyLondon, United Kingdom$29.5M
Open source
Radomatics20AutomotiveTel Aviv, IsraelOpen source
RobocurveRoboticsOpen source
RobocurveRoboticsOpen source
AloeroboticsRoboticsOpen source
Unitree Robotics74RoboticsHangzhou, China$890.1MOpen source
Exotec70RoboticsLyon, FranceOpen source
Galaxea60RoboticsTokyo, Japan$589.6MOpen source
SkyfireAI59AerospaceAustin, USA$19.5MOpen source
Smartex.ai58Textile ManufacturingPorto, Portugal$24.7MOpen source
Cybord56Visual InspectionTel Aviv, Israel$8.7MOpen source
Overwatch Imaging55Defense TechHood River, USA$17.1MOpen source
CaPow55RoboticsTel Aviv, Israel$7.5MOpen source
Wisesight Technologies54AutomotiveTel Aviv, Israel$4.0MOpen source
Cerulion54RoboticsSan Francisco, USA$500KOpen source · Self-hostable
Wandelbots53RoboticsDresden, GermanyOpen source
Senecio Robotics53AgritechTel Aviv, Israel$12.0MOpen source
Swift Navigation52GNSSSan Francisco, United States$104.5MOpen source
CyberBee50DronesTel Aviv, Israel$900KOpen source
Unitree Robotics50Humanoid RoboticsHangzhou, ChinaOpen source
Visionz Tech42Computer VisionTel Aviv, Israel$12.0MOpen source
Sky-Spy39Defense Tech$16.0MOpen source
- MAMacrodata Labs39Artificial IntelligenceParis, France$4.0M
Open source · Self-hostable
- Veo Ucsd39Sports TechCopenhagen, Denmark$1.5M
Open source
Arbel AI34Industrial AutomationEven Yehuda, IsraelOpen source
Kiinns30Food SafetyTel Aviv, IsraelOpen source
Saga Robotics30RoboticsÅs, Norway$21.8MOpen source
agRE.tech28SolarTel Aviv, IsraelOpen source
Kantu26Workflow AutomationOpen source · Self-hostable
Miltech Hellas25Defense TechAthens, GreeceOpen source
Reseadent21MaritimeOpen source
World Models21Frontier AI LabOpen source
VIRES Simulationstechnologie GmbH (now part of AVL)21Autonomous VehiclesAugsburg, GermanyOpen source
Pivot Robotics17RoboticsUnknown, USAOpen source · Self-hostable
UI.Vision RPA15RPAOpen source · Self-hostable
Aemetis15Climate TechCupertino, United StatesOpen source · Self-hostable
White Raven14AutomotiveOpen source
9 Mothers10Hard TechAustin, United StatesOpen source
- RORobotis9RoboticsIrvine, USA
Open source
RolledalloysAI InfrastructureOpen source
Lab0AI Implementation AutomationSan Francisco, United StatesOpen source
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| Ouster | Robotics | Open source | San Francisco, United States | $100.0M | 55 | |
| Opsys | Automotive | Open source | Yokneam Illit, Israel | $51.5M | 63 | |
| Ouster, Inc. | LIDAR | Open source | San Francisco, United States | $161.0M | 53 | |
| StereoLabs | Robotics | Open source | Paris, France | $30.0M | 54 | |
| Clearpath Robotics | Robotics | Open source | Kitchener, Canada | $54.0M | 46 | |
| BlueBotics | Robotics | Open source | Lausanne, Switzerland | — | — | |
| Hailo | Edge Computing | Open source | Tel Aviv, Israel | $425.0M | 69 | |
| Percepto | Drones | Open source | Tel Aviv, Israel | $136.8M | 67 | |
| GreyOrange | Robotics | Open source | Atlanta, United States | — | 61 | |
| Rainbow Robotics | Robotics | Open source | Daejeon, South Korea | $213.3M | 54 | |
| Cobot | Robotics | Open source | Tel Aviv, Israel | $11.5M | 54 | |
| Ideon Technologies | Computer Vision | Open source | Tel Aviv, Israel | $21.0M | 48 | |
| Jacobi Robotics | Robotics | Open source | London, United Kingdom | — | 47 | |
| Bee Maps | Autonomous Vehicles | Open source | Tel Aviv, Israel | $62.0M | 46 | |
| Luxonis | Artificial Intelligence | Open source | Denver, USA | $14.0M | 46 | |
| DentlyTec | Healthcare | Open source | Tel Aviv, Israel | — | 40 | |
| Deep Innovations | Pool | Open source | London, United Kingdom | — | 35 | |
| Dig Robotics | Robotics | Open source | Tel Aviv, Israel | — | 33 | |
| RobotAI | Robotics | Open source | Tel Aviv, Israel | — | 33 | |
| NONova Sky | Drone Technology | Open source | London, United Kingdom | $29.5M | 33 | |
| Radomatics | Automotive | Open source | Tel Aviv, Israel | — | 20 | |
| Robocurve | Robotics | Open source | — | — | — | |
| Robocurve | Robotics | Open source | — | — | — | |
| Aloerobotics | Robotics | Open source | — | — | — | |
| Unitree Robotics | Robotics | Open source | Hangzhou, China | $890.1M | 74 | |
| Exotec | Robotics | Open source | Lyon, France | — | 70 | |
| Galaxea | Robotics | Open source | Tokyo, Japan | $589.6M | 60 | |
| SkyfireAI | Aerospace | Open source | Austin, USA | $19.5M | 59 | |
| Smartex.ai | Textile Manufacturing | Open source | Porto, Portugal | $24.7M | 58 | |
| Cybord | Visual Inspection | Open source | Tel Aviv, Israel | $8.7M | 56 | |
| Overwatch Imaging | Defense Tech | Open source | Hood River, USA | $17.1M | 55 | |
| CaPow | Robotics | Open source | Tel Aviv, Israel | $7.5M | 55 | |
| Wisesight Technologies | Automotive | Open source | Tel Aviv, Israel | $4.0M | 54 | |
| Cerulion | Robotics | Open source · Self-hostable | San Francisco, USA | $500K | 54 | |
| Wandelbots | Robotics | Open source | Dresden, Germany | — | 53 | |
| Senecio Robotics | Agritech | Open source | Tel Aviv, Israel | $12.0M | 53 | |
| Swift Navigation | GNSS | Open source | San Francisco, United States | $104.5M | 52 | |
| CyberBee | Drones | Open source | Tel Aviv, Israel | $900K | 50 | |
| Unitree Robotics | Humanoid Robotics | Open source | Hangzhou, China | — | 50 | |
| Visionz Tech | Computer Vision | Open source | Tel Aviv, Israel | $12.0M | 42 | |
| Sky-Spy | Defense Tech | Open source | — | $16.0M | 39 | |
| MAMacrodata Labs | Artificial Intelligence | Open source · Self-hostable | Paris, France | $4.0M | 39 | |
| Sports Tech | Open source | Copenhagen, Denmark | $1.5M | 39 | ||
| Arbel AI | Industrial Automation | Open source | Even Yehuda, Israel | — | 34 | |
| Kiinns | Food Safety | Open source | Tel Aviv, Israel | — | 30 | |
| Saga Robotics | Robotics | Open source | Ås, Norway | $21.8M | 30 | |
| agRE.tech | Solar | Open source | Tel Aviv, Israel | — | 28 | |
| Kantu | Workflow Automation | Open source · Self-hostable | — | — | 26 | |
| Miltech Hellas | Defense Tech | Open source | Athens, Greece | — | 25 | |
| Reseadent | Maritime | Open source | — | — | 21 | |
| World Models | Frontier AI Lab | Open source | — | — | 21 | |
| VIRES Simulationstechnologie GmbH (now part of AVL) | Autonomous Vehicles | Open source | Augsburg, Germany | — | 21 | |
| Pivot Robotics | Robotics | Open source · Self-hostable | Unknown, USA | — | 17 | |
| UI.Vision RPA | RPA | Open source · Self-hostable | — | — | 15 | |
| Aemetis | Climate Tech | Open source · Self-hostable | Cupertino, United States | — | 15 | |
| White Raven | Automotive | Open source | — | — | 14 | |
| 9 Mothers | Hard Tech | Open source | Austin, United States | — | 10 | |
| RORobotis | Robotics | Open source | Irvine, USA | — | 9 | |
| Rolledalloys | AI Infrastructure | Open source | — | — | — | |
| Lab0 | AI Implementation Automation | Open source | San Francisco, United States | — | — |