Open source focus
Open Source Alternatives to Pebbles Interfaces
60 open source AR VR options similar to Pebbles Interfaces, 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.
Nanit61HealthcareNew York, United States$74.0MOpen source
Ideon Technologies48Computer VisionTel Aviv, Israel$21.0MOpen source
Percepto67DronesTel Aviv, Israel$136.8MOpen source
Cybord56Visual InspectionTel Aviv, Israel$8.7MOpen source
Wisesight Technologies54AutomotiveTel Aviv, Israel$4.0MOpen source
EyeControl54HealthcareTel Aviv, Israel$20.0MOpen source
StereoLabs54RoboticsParis, France$30.0MOpen source
Bee Maps46Autonomous VehiclesTel Aviv, Israel$62.0MOpen source
Plumerai45On-Device AILondon, United Kingdom$11.3MOpen source
Virtual Vision34Spatial Computing & XRMontreal, CanadaOpen source
Immersive Limit20Spatial Computing & XRTel Aviv, IsraelOpen source
White Raven14AutomotiveOpen source
3dfy Labs3D ScanningToronto, CanadaOpen source
CrashnetAutomotive AIOpen source
MovvoRetailTechPorto, PortugalOpen source
Ubuntu85Operating SystemsLondon, United Kingdom$63.0MOpen source · Self-hostable
Arm Holdings plc77Semiconductor DesignCambridge, United Kingdom$35.9BOpen source
Scandit75Computer VisionZurich, Switzerland$267.5MOpen source
Unitree Robotics74RoboticsHangzhou, China$890.1MOpen source
InstaDeep71Decision-Making AITunis, Tunisia$177.0MOpen source
SiFive66AI ChipSan Jose, United States$774.9MOpen source
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
TwelveLabs64Video IntelligenceSan Francisco, United States$68.0MOpen source
ecobee63Smart HomeToronto, Canada$96.0MOpen source
Opsys63AutomotiveYokneam Illit, Israel$51.5MOpen source
Tomorrow.io62WeatherBoston, United States$259.0MOpen source
Shufti Pro61Identity VerificationLondon, United Kingdom$21.0MOpen source
InsideTracker61HealthTechBoston, United States$45.0MOpen source
GreyOrange61RoboticsAtlanta, United StatesOpen source
Canonical60Open SourceLondon, United Kingdom$348KOpen source · Self-hostable
EOS Data Analytics60AgTechKyiv, UkraineOpen source
Galaxea60RoboticsTokyo, Japan$589.6MOpen source
SkyfireAI59AerospaceAustin, USA$19.5MOpen source
InfluxData58DatabaseSan Francisco, United States$200.1MOpen source · Self-hostable
Smartex.ai58Textile ManufacturingPorto, Portugal$24.7MOpen source
OneLayer58CybersecurityTel Aviv, Israel$36.2MOpen source
- BRBria58AITel Aviv, Israel$130.5M
Open source
RunwayML58Generative AINew York, United StatesOpen source
Ouster55RoboticsSan Francisco, United States$100.0MOpen source
Overwatch Imaging55Defense TechHood River, USA$17.1MOpen source
Mappedin55Real Estate TechWaterloo, Canada$56.6MOpen source
Flux Kontext AI54AI Image GenerationFreiburg im Breisgau, GermanyOpen source
Maneva .54AI Solutions for ManufacturingToronto, CanadaOpen source
Cobot54RoboticsTel Aviv, Israel$11.5MOpen source
Rainbow Robotics54RoboticsDaejeon, South Korea$213.3MOpen source
Datablanket53FireSan Francisco, United States$4.0MOpen source
Ouster, Inc.53LIDARSan Francisco, United States$161.0MOpen source
Megvii53Computer VisionBeijing, ChinaOpen source
Senecio Robotics53AgritechTel Aviv, Israel$12.0MOpen source
Prodapt52Telecom InfrastructureChennai, India$70.0MOpen source
Twelve Labs51Video AISan Francisco, United States$62.0MOpen source
Magnitude51Agentic AISan Francisco, United States$10.0MOpen source · Self-hostable
Deepnen50New Media$115.3MOpen source
Unitree Robotics50Humanoid RoboticsHangzhou, ChinaOpen source
Visual Layer50DatabaseTel Aviv, Israel$7.0MOpen source · Self-hostable
OpenSpace50SpaceTechSan Francisco, United StatesOpen source
Visionify49Computer VisionTel Aviv, Israel$1.1MOpen source
DermaDetect49DiagnosticsTel Aviv, Israel$1.5MOpen source
Jacobi Robotics47RoboticsLondon, United KingdomOpen source
Protocol47Agentic AISan Francisco, United States$3.2MOpen source · Self-hostable
| Company | Sector | License | HQ | Funding | Score |
|---|---|---|---|---|---|
| Nanit | Healthcare | Open source | New York, United States | $74.0M | 61 |
| Ideon Technologies | Computer Vision | Open source | Tel Aviv, Israel | $21.0M | 48 |
| Percepto | Drones | Open source | Tel Aviv, Israel | $136.8M | 67 |
| Cybord | Visual Inspection | Open source | Tel Aviv, Israel | $8.7M | 56 |
| Wisesight Technologies | Automotive | Open source | Tel Aviv, Israel | $4.0M | 54 |
| EyeControl | Healthcare | Open source | Tel Aviv, Israel | $20.0M | 54 |
| StereoLabs | Robotics | Open source | Paris, France | $30.0M | 54 |
| Bee Maps | Autonomous Vehicles | Open source | Tel Aviv, Israel | $62.0M | 46 |
| Plumerai | On-Device AI | Open source | London, United Kingdom | $11.3M | 45 |
| Virtual Vision | Spatial Computing & XR | Open source | Montreal, Canada | — | 34 |
| Immersive Limit | Spatial Computing & XR | Open source | Tel Aviv, Israel | — | 20 |
| White Raven | Automotive | Open source | — | — | 14 |
| 3dfy Labs | 3D Scanning | Open source | Toronto, Canada | — | — |
| Crashnet | Automotive AI | Open source | — | — | — |
| Movvo | RetailTech | Open source | Porto, Portugal | — | — |
| Ubuntu | Operating Systems | Open source · Self-hostable | London, United Kingdom | $63.0M | 85 |
| Arm Holdings plc | Semiconductor Design | Open source | Cambridge, United Kingdom | $35.9B | 77 |
| Scandit | Computer Vision | Open source | Zurich, Switzerland | $267.5M | 75 |
| Unitree Robotics | Robotics | Open source | Hangzhou, China | $890.1M | 74 |
| InstaDeep | Decision-Making AI | Open source | Tunis, Tunisia | $177.0M | 71 |
| SiFive | AI Chip | Open source | San Jose, United States | $774.9M | 66 |
| ClearML | AutoML | Open source · Self-hostable | Tel Aviv, Israel | $11.0M | 64 |
| TwelveLabs | Video Intelligence | Open source | San Francisco, United States | $68.0M | 64 |
| ecobee | Smart Home | Open source | Toronto, Canada | $96.0M | 63 |
| Opsys | Automotive | Open source | Yokneam Illit, Israel | $51.5M | 63 |
| Tomorrow.io | Weather | Open source | Boston, United States | $259.0M | 62 |
| Shufti Pro | Identity Verification | Open source | London, United Kingdom | $21.0M | 61 |
| InsideTracker | HealthTech | Open source | Boston, United States | $45.0M | 61 |
| GreyOrange | Robotics | Open source | Atlanta, United States | — | 61 |
| Canonical | Open Source | Open source · Self-hostable | London, United Kingdom | $348K | 60 |
| EOS Data Analytics | AgTech | Open source | Kyiv, Ukraine | — | 60 |
| Galaxea | Robotics | Open source | Tokyo, Japan | $589.6M | 60 |
| SkyfireAI | Aerospace | Open source | Austin, USA | $19.5M | 59 |
| InfluxData | Database | Open source · Self-hostable | San Francisco, United States | $200.1M | 58 |
| Smartex.ai | Textile Manufacturing | Open source | Porto, Portugal | $24.7M | 58 |
| OneLayer | Cybersecurity | Open source | Tel Aviv, Israel | $36.2M | 58 |
| BRBria | AI | Open source | Tel Aviv, Israel | $130.5M | 58 |
| RunwayML | Generative AI | Open source | New York, United States | — | 58 |
| Ouster | Robotics | Open source | San Francisco, United States | $100.0M | 55 |
| Overwatch Imaging | Defense Tech | Open source | Hood River, USA | $17.1M | 55 |
| Mappedin | Real Estate Tech | Open source | Waterloo, Canada | $56.6M | 55 |
| Flux Kontext AI | AI Image Generation | Open source | Freiburg im Breisgau, Germany | — | 54 |
| Maneva . | AI Solutions for Manufacturing | Open source | Toronto, Canada | — | 54 |
| Cobot | Robotics | Open source | Tel Aviv, Israel | $11.5M | 54 |
| Rainbow Robotics | Robotics | Open source | Daejeon, South Korea | $213.3M | 54 |
| Datablanket | Fire | Open source | San Francisco, United States | $4.0M | 53 |
| Ouster, Inc. | LIDAR | Open source | San Francisco, United States | $161.0M | 53 |
| Megvii | Computer Vision | Open source | Beijing, China | — | 53 |
| Senecio Robotics | Agritech | Open source | Tel Aviv, Israel | $12.0M | 53 |
| Prodapt | Telecom Infrastructure | Open source | Chennai, India | $70.0M | 52 |
| Twelve Labs | Video AI | Open source | San Francisco, United States | $62.0M | 51 |
| Magnitude | Agentic AI | Open source · Self-hostable | San Francisco, United States | $10.0M | 51 |
| Deepnen | New Media | Open source | — | $115.3M | 50 |
| Unitree Robotics | Humanoid Robotics | Open source | Hangzhou, China | — | 50 |
| Visual Layer | Database | Open source · Self-hostable | Tel Aviv, Israel | $7.0M | 50 |
| OpenSpace | SpaceTech | Open source | San Francisco, United States | — | 50 |
| Visionify | Computer Vision | Open source | Tel Aviv, Israel | $1.1M | 49 |
| DermaDetect | Diagnostics | Open source | Tel Aviv, Israel | $1.5M | 49 |
| Jacobi Robotics | Robotics | Open source | London, United Kingdom | — | 47 |
| Protocol | Agentic AI | Open source · Self-hostable | San Francisco, United States | $3.2M | 47 |