Open source focus
Bee Maps is open source
Open Source Alternatives to Bee Maps
60 open source Autonomous Vehicles options similar to Bee Maps, 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.
Ouster, Inc.53LIDARSan Francisco, United States$161.0MOpen source
Sky-Spy39Defense Tech$16.0MOpen source
Percepto67DronesTel Aviv, Israel$136.8MOpen source
Opsys63AutomotiveYokneam Illit, Israel$51.5MOpen source
GreyOrange61RoboticsAtlanta, United StatesOpen source
SkyfireAI59AerospaceAustin, USA$19.5MOpen source
Ouster55RoboticsSan Francisco, United States$100.0MOpen source
Overwatch Imaging55Defense TechHood River, USA$17.1MOpen source
StereoLabs54RoboticsParis, France$30.0MOpen source
Cobot54RoboticsTel Aviv, Israel$11.5MOpen source
CyberBee50DronesTel Aviv, Israel$900KOpen source
Ideon Technologies48Computer VisionTel Aviv, Israel$21.0MOpen source
Luxonis46Artificial IntelligenceDenver, USA$14.0MOpen source
Clearpath Robotics46RoboticsKitchener, Canada$54.0MOpen source
- MAMacrodata Labs39Artificial IntelligenceParis, France$4.0M
Open source · Self-hostable
- NONova Sky33Drone TechnologyLondon, United Kingdom$29.5M
Open source
World Models21Frontier AI LabOpen source
White Raven14AutomotiveOpen source
9 Mothers10Hard TechAustin, United StatesOpen source
RobocurveRoboticsOpen source
BlueBoticsRoboticsLausanne, SwitzerlandOpen source
RobocurveRoboticsOpen source
EdgeferenceEdge AIOpen source
GlovityAI InfrastructureOpen source
AloeroboticsRoboticsOpen source
Google DeepMind83Frontier AI LabLondon, United Kingdom$676.7MOpen source
Arm Holdings plc77Semiconductor DesignCambridge, United Kingdom$35.9BOpen source
SpaceXAI76Frontier AI LabPalo Alto, United States$90.0BOpen source
Unitree Robotics74RoboticsHangzhou, China$890.1MOpen source
DeepSeek AI70AI InfrastructureBeijing, China$15.8BOpen source
Hailo69Edge ComputingTel Aviv, Israel$425.0MOpen source
- MOMoonshot AI68Frontier AI LabBeijing, China$3.9B
Open source
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
Galaxea60RoboticsTokyo, Japan$589.6MOpen source
AA-I Technologies58Frontier AI LabSan Francisco, United States$20.0MOpen source
Arcten55Agentic AISan Francisco, United StatesOpen source
Wisesight Technologies54AutomotiveTel Aviv, Israel$4.0MOpen source
Maneva .54AI Solutions for ManufacturingToronto, CanadaOpen source
Rainbow Robotics54RoboticsDaejeon, South Korea$213.3MOpen source
Senecio Robotics53AgritechTel Aviv, Israel$12.0MOpen source
Visionify53Computer VisionTel Aviv, Israel$1.1MOpen source
Datablanket53FireSan Francisco, United States$4.0MOpen 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
Spectral Compute49AI InfrastructureCambridge, United Kingdom$29.0MOpen source
Jacobi Robotics47RoboticsLondon, United KingdomOpen source
Antithesis46CybersecuritySan Francisco, United States$117.5MOpen source
Plumerai45On-Device AILondon, United Kingdom$11.3MOpen source
Hacktron AI Inc.43CybersecuritySan Francisco, United States$1.0MOpen source
Visionz Tech42Computer VisionTel Aviv, Israel$12.0MOpen source
Pluromica40AI InfrastructureSan Francisco, United StatesOpen source
Eden AI40API PlatformParis, FranceOpen source
Neptune39MLOpsNew York, United States$11.0MOpen source
- Veo Ucsd39Sports TechCopenhagen, Denmark$1.5M
Open source
Radharc35Computer VisionTel Aviv, IsraelOpen source
Deep Innovations35PoolLondon, United KingdomOpen source
Arbel AI34Industrial AutomationEven Yehuda, IsraelOpen source
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| Ouster, Inc. | LIDAR | Open source | San Francisco, United States | $161.0M | 53 | |
| Sky-Spy | Defense Tech | Open source | — | $16.0M | 39 | |
| Percepto | Drones | Open source | Tel Aviv, Israel | $136.8M | 67 | |
| Opsys | Automotive | Open source | Yokneam Illit, Israel | $51.5M | 63 | |
| GreyOrange | Robotics | Open source | Atlanta, United States | — | 61 | |
| SkyfireAI | Aerospace | Open source | Austin, USA | $19.5M | 59 | |
| Ouster | Robotics | Open source | San Francisco, United States | $100.0M | 55 | |
| Overwatch Imaging | Defense Tech | Open source | Hood River, USA | $17.1M | 55 | |
| StereoLabs | Robotics | Open source | Paris, France | $30.0M | 54 | |
| Cobot | Robotics | Open source | Tel Aviv, Israel | $11.5M | 54 | |
| CyberBee | Drones | Open source | Tel Aviv, Israel | $900K | 50 | |
| Ideon Technologies | Computer Vision | Open source | Tel Aviv, Israel | $21.0M | 48 | |
| Luxonis | Artificial Intelligence | Open source | Denver, USA | $14.0M | 46 | |
| Clearpath Robotics | Robotics | Open source | Kitchener, Canada | $54.0M | 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 | |
| World Models | Frontier AI Lab | Open source | — | — | 21 | |
| White Raven | Automotive | Open source | — | — | 14 | |
| 9 Mothers | Hard Tech | Open source | Austin, United States | — | 10 | |
| Robocurve | Robotics | Open source | — | — | — | |
| BlueBotics | Robotics | Open source | Lausanne, Switzerland | — | — | |
| Robocurve | Robotics | Open source | — | — | — | |
| Edgeference | Edge AI | Open source | — | — | — | |
| Glovity | AI Infrastructure | Open source | — | — | — | |
| Aloerobotics | Robotics | Open source | — | — | — | |
| Google DeepMind | Frontier AI Lab | Open source | London, United Kingdom | $676.7M | 83 | |
| Arm Holdings plc | Semiconductor Design | Open source | Cambridge, United Kingdom | $35.9B | 77 | |
| SpaceXAI | Frontier AI Lab | Open source | Palo Alto, United States | $90.0B | 76 | |
| Unitree Robotics | Robotics | Open source | Hangzhou, China | $890.1M | 74 | |
| DeepSeek AI | AI Infrastructure | Open source | Beijing, China | $15.8B | 70 | |
| Hailo | Edge Computing | Open source | Tel Aviv, Israel | $425.0M | 69 | |
| MOMoonshot AI | Frontier AI Lab | Open source | Beijing, China | $3.9B | 68 | |
| ClearML | AutoML | Open source · Self-hostable | Tel Aviv, Israel | $11.0M | 64 | |
| Galaxea | Robotics | Open source | Tokyo, Japan | $589.6M | 60 | |
| AA-I Technologies | Frontier AI Lab | Open source | San Francisco, United States | $20.0M | 58 | |
| Arcten | Agentic AI | Open source | San Francisco, United States | — | 55 | |
| Wisesight Technologies | Automotive | Open source | Tel Aviv, Israel | $4.0M | 54 | |
| Maneva . | AI Solutions for Manufacturing | Open source | Toronto, Canada | — | 54 | |
| Rainbow Robotics | Robotics | Open source | Daejeon, South Korea | $213.3M | 54 | |
| Senecio Robotics | Agritech | Open source | Tel Aviv, Israel | $12.0M | 53 | |
| Visionify | Computer Vision | Open source | Tel Aviv, Israel | $1.1M | 53 | |
| Datablanket | Fire | Open source | San Francisco, United States | $4.0M | 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 | |
| Spectral Compute | AI Infrastructure | Open source | Cambridge, United Kingdom | $29.0M | 49 | |
| Jacobi Robotics | Robotics | Open source | London, United Kingdom | — | 47 | |
| Antithesis | Cybersecurity | Open source | San Francisco, United States | $117.5M | 46 | |
| Plumerai | On-Device AI | Open source | London, United Kingdom | $11.3M | 45 | |
| Hacktron AI Inc. | Cybersecurity | Open source | San Francisco, United States | $1.0M | 43 | |
| Visionz Tech | Computer Vision | Open source | Tel Aviv, Israel | $12.0M | 42 | |
| Pluromica | AI Infrastructure | Open source | San Francisco, United States | — | 40 | |
| Eden AI | API Platform | Open source | Paris, France | — | 40 | |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 39 | |
| Sports Tech | Open source | Copenhagen, Denmark | $1.5M | 39 | ||
| Radharc | Computer Vision | Open source | Tel Aviv, Israel | — | 35 | |
| Deep Innovations | Pool | Open source | London, United Kingdom | — | 35 | |
| Arbel AI | Industrial Automation | Open source | Even Yehuda, Israel | — | 34 |