Open source focus
Open Source Alternatives to dtect
60 open source Biometrics options similar to dtect, 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.
AIMLAPI26API PlatformTallinn, EstoniaOpen source
Modelglass12AI InfrastructureSydney, AustraliaOpen source
EdgeferenceEdge AIOpen source
Ai SquareEdge AIParis, FranceOpen source
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
Comet59MLOpsNew York, United States$75.0MOpen source
Twelve Labs51Video AISan Francisco, United States$62.0MOpen source
Bee Maps46Autonomous VehiclesTel Aviv, Israel$62.0MOpen source
Luxonis46Artificial IntelligenceDenver, USA$14.0MOpen source
Visionz Tech42Computer VisionTel Aviv, Israel$12.0MOpen source
Neptune39MLOpsNew York, United States$11.0MOpen source
- NONova Sky33Drone TechnologyLondon, United Kingdom$29.5M
Open source
CLIKA28Artificial IntelligenceTel Aviv, IsraelOpen source
- GGggml20Foundation Model
Open source · Self-hostable
RolledalloysAI InfrastructureOpen source
PlastocAI InfrastructureOpen source
AloeroboticsRoboticsOpen source
ChamsAI InfrastructureOpen source
SparklaAI InfrastructureOpen source
ClohaFoundation ModelOpen source
Off GridEdge AIOpen source · Self-hostable
GlovityAI InfrastructureOpen source
EyrusAI InfrastructureOpen source
Databricks82Data AnalyticsSan Francisco, United States$31.7BOpen source · Self-hostable
Arm Holdings plc77Semiconductor DesignCambridge, United Kingdom$35.9BOpen source
Qdrant70Vector DatabaseBerlin, Germany$96.5MOpen source · Self-hostable
WekaIO70ComputingCampbell, United States$565.0MOpen source
Pinecone69AI InfrastructureSan Francisco, United States$138.0MOpen source
Percepto67DronesTel Aviv, Israel$136.8MOpen source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Aurora Labs63AutomotiveTel Aviv, Israel$99.6MOpen source
Hyperstack62GPU-as-a-ServiceLondon, United KingdomOpen source
GreyOrange61RoboticsAtlanta, United StatesOpen source
SkyfireAI59AerospaceAustin, USA$19.5MOpen source
- SESeldon58Artificial IntelligenceLondon, United Kingdom$63.0M
Open source
Smartex.ai58Textile ManufacturingPorto, Portugal$24.7MOpen source
CHAI: AI Platform56AI InfrastructurePalo Alto, United States$3.7MOpen source
Arcten55Agentic AISan Francisco, United StatesOpen source
Overwatch Imaging55Defense TechHood River, USA$17.1MOpen source
EyeControl54HealthcareTel Aviv, Israel$20.0MOpen source
Maneva .54AI Solutions for ManufacturingToronto, CanadaOpen source
Wisesight Technologies54AutomotiveTel Aviv, Israel$4.0MOpen source
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$3.0BOpen source
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
StereoLabs54RoboticsParis, France$30.0MOpen source
Vellum54Synthetic Data GenerationSan Francisco, United States$15.0MOpen source
Senecio Robotics53AgritechTel Aviv, Israel$12.0MOpen source
Zyphra53AISan Francisco, United States$110.1MOpen source
Megvii53Computer VisionBeijing, ChinaOpen source
Visionify53Computer VisionTel Aviv, Israel$1.1MOpen source
Ouster, Inc.53LIDARSan Francisco, United States$161.0MOpen source
Turbopuffer51Artificial IntelligenceSan Francisco, USA$12.0MOpen source
SOMAREALITY50Artificial IntelligenceVienna, Austria$3.0MOpen source
CyberBee50DronesTel Aviv, Israel$900KOpen source
Visual Layer50DatabaseTel Aviv, Israel$7.0MOpen source · Self-hostable
Spectral Compute49AI InfrastructureCambridge, United Kingdom$29.0MOpen source
Featherless.ai48Artificial IntelligenceSan Francisco, USA$20.0MOpen source · Self-hostable
Plumerai45On-Device AILondon, United Kingdom$11.3MOpen source
JarvisLabs.ai43MLOpsSan Francisco, United StatesOpen source
Hacktron AI Inc.43CybersecuritySan Francisco, United States$1.0MOpen source
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| AIMLAPI | API Platform | Open source | Tallinn, Estonia | — | 26 | |
| Modelglass | AI Infrastructure | Open source | Sydney, Australia | — | 12 | |
| Edgeference | Edge AI | Open source | — | — | — | |
| Ai Square | Edge AI | Open source | Paris, France | — | — | |
| ClearML | AutoML | Open source · Self-hostable | Tel Aviv, Israel | $11.0M | 64 | |
| Comet | MLOps | Open source | New York, United States | $75.0M | 59 | |
| Twelve Labs | Video AI | Open source | San Francisco, United States | $62.0M | 51 | |
| Bee Maps | Autonomous Vehicles | Open source | Tel Aviv, Israel | $62.0M | 46 | |
| Luxonis | Artificial Intelligence | Open source | Denver, USA | $14.0M | 46 | |
| Visionz Tech | Computer Vision | Open source | Tel Aviv, Israel | $12.0M | 42 | |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 39 | |
| NONova Sky | Drone Technology | Open source | London, United Kingdom | $29.5M | 33 | |
| CLIKA | Artificial Intelligence | Open source | Tel Aviv, Israel | — | 28 | |
| GGggml | Foundation Model | Open source · Self-hostable | — | — | 20 | |
| Rolledalloys | AI Infrastructure | Open source | — | — | — | |
| Plastoc | AI Infrastructure | Open source | — | — | — | |
| Aloerobotics | Robotics | Open source | — | — | — | |
| Chams | AI Infrastructure | Open source | — | — | — | |
| Sparkla | AI Infrastructure | Open source | — | — | — | |
| Cloha | Foundation Model | Open source | — | — | — | |
| Off Grid | Edge AI | Open source · Self-hostable | — | — | — | |
| Glovity | AI Infrastructure | Open source | — | — | — | |
| Eyrus | AI Infrastructure | Open source | — | — | — | |
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 | |
| Arm Holdings plc | Semiconductor Design | Open source | Cambridge, United Kingdom | $35.9B | 77 | |
| Qdrant | Vector Database | Open source · Self-hostable | Berlin, Germany | $96.5M | 70 | |
| WekaIO | Computing | Open source | Campbell, United States | $565.0M | 70 | |
| Pinecone | AI Infrastructure | Open source | San Francisco, United States | $138.0M | 69 | |
| Percepto | Drones | Open source | Tel Aviv, Israel | $136.8M | 67 | |
| Weights & Biases (W&B) | MLOps | Open source | San Francisco, United States | $521.0M | 63 | |
| Aurora Labs | Automotive | Open source | Tel Aviv, Israel | $99.6M | 63 | |
| Hyperstack | GPU-as-a-Service | Open source | London, United Kingdom | — | 62 | |
| GreyOrange | Robotics | Open source | Atlanta, United States | — | 61 | |
| SkyfireAI | Aerospace | Open source | Austin, USA | $19.5M | 59 | |
| SESeldon | Artificial Intelligence | Open source | London, United Kingdom | $63.0M | 58 | |
| Smartex.ai | Textile Manufacturing | Open source | Porto, Portugal | $24.7M | 58 | |
| CHAI: AI Platform | AI Infrastructure | Open source | Palo Alto, United States | $3.7M | 56 | |
| Arcten | Agentic AI | Open source | San Francisco, United States | — | 55 | |
| Overwatch Imaging | Defense Tech | Open source | Hood River, USA | $17.1M | 55 | |
| EyeControl | Healthcare | Open source | Tel Aviv, Israel | $20.0M | 54 | |
| Maneva . | AI Solutions for Manufacturing | Open source | Toronto, Canada | — | 54 | |
| Wisesight Technologies | Automotive | Open source | Tel Aviv, Israel | $4.0M | 54 | |
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $3.0B | 54 | |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 | |
| StereoLabs | Robotics | Open source | Paris, France | $30.0M | 54 | |
| Vellum | Synthetic Data Generation | Open source | San Francisco, United States | $15.0M | 54 | |
| Senecio Robotics | Agritech | Open source | Tel Aviv, Israel | $12.0M | 53 | |
| Zyphra | AI | Open source | San Francisco, United States | $110.1M | 53 | |
| Megvii | Computer Vision | Open source | Beijing, China | — | 53 | |
| Visionify | Computer Vision | Open source | Tel Aviv, Israel | $1.1M | 53 | |
| Ouster, Inc. | LIDAR | Open source | San Francisco, United States | $161.0M | 53 | |
| Turbopuffer | Artificial Intelligence | Open source | San Francisco, USA | $12.0M | 51 | |
| SOMAREALITY | Artificial Intelligence | Open source | Vienna, Austria | $3.0M | 50 | |
| CyberBee | Drones | Open source | Tel Aviv, Israel | $900K | 50 | |
| Visual Layer | Database | Open source · Self-hostable | Tel Aviv, Israel | $7.0M | 50 | |
| Spectral Compute | AI Infrastructure | Open source | Cambridge, United Kingdom | $29.0M | 49 | |
| Featherless.ai | Artificial Intelligence | Open source · Self-hostable | San Francisco, USA | $20.0M | 48 | |
| Plumerai | On-Device AI | Open source | London, United Kingdom | $11.3M | 45 | |
| JarvisLabs.ai | MLOps | Open source | San Francisco, United States | — | 43 | |
| Hacktron AI Inc. | Cybersecurity | Open source | San Francisco, United States | $1.0M | 43 |