Open source focus
Open Source Alternatives to Recurrent
60 open source Automotive options similar to Recurrent, 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.
EnergyX54Energy & Climate TechAustin, United StatesOpen source
Aemetis15Climate TechCupertino, United StatesOpen source · Self-hostable
Crusoe Energy67Energy & Climate TechDenver, United States$610.0MOpen source
Tomorrow.io62WeatherBoston, United States$259.0MOpen source
Prior Labs56Foundation ModelFreiburg, Germany$9.3MOpen source
H2Pro53WaterTel Aviv, IsraelOpen source
energyXL53Clean EnergyAustin, United States$154.5MOpen source
Collos48Climate TechBoston, United States$1.1MOpen source
Caudal Energy42Renewable EnergyOxford, United Kingdom$5.3MOpen source
SmartGreen37IndustrialTel Aviv, Israel$3.0MOpen source
Ourea Energy .25Energy StorageLondon, United KingdomOpen source
Ayrton EnergyClean EnergyCalgary, CanadaOpen source
D.A.A. Tech85Environmental ConsultingWindsor, United StatesOpen source
Hailo69Edge ComputingTel Aviv, Israel$425.0MOpen source
Games24x767GamingMumbai, India$75.0MOpen source
SiFive66AI ChipSan Jose, United States$774.9MOpen source
Anaergia63Energy & Climate TechBurlington, CanadaOpen source
Aurora Labs63AutomotiveTel Aviv, Israel$99.6MOpen source
ecobee63Smart HomeToronto, Canada$96.0MOpen source
Opsys63AutomotiveYokneam Illit, Israel$51.5MOpen source
Comet ML62MLOpsNew York, United States$69.8MOpen source
KNIME62Data Science PlatformZurich, Switzerland$30.0MOpen source
Kinetica AI61Data AnalyticsSan Francisco, United States$240.0MOpen source
EOS Data Analytics60AgTechKyiv, UkraineOpen source
Dataiku60Artificial IntelligenceNew York, United States$200.0MOpen source
- SESeldon58Artificial IntelligenceLondon, United Kingdom$63.0M
Open source
Ray Security57EnterpriseSan Francisco, United States$11.0MOpen source
Quotient AI56Artificial IntelligenceBoston, United States$5.5MOpen source
CaPow55RoboticsTel Aviv, Israel$7.5MOpen source
Nordic Salt Cycle55Climate TechHelsinki, Finland$41.8MOpen source
Algaeing55TextileTel Aviv, Israel$12.0MOpen source
Wisesight Technologies54AutomotiveTel Aviv, Israel$4.0MOpen source
EarthDaily Analytics54Earth ObservationVancouver, CanadaOpen source
Aura Aero54AerospaceToulouse, France$340.0MOpen source
Datorios54Operating SystemSan Francisco, United States$22.0MOpen source
Vivint Solar52Solar EnergyLehi, United StatesOpen source
Comand AI52Defense TechParis, France$32.0MOpen source
- QUQuantumScape52Energy TechSan Jose, United States$1.3B
Open source
Daybreak50Supply ChainSan Francisco, United States$85.0MOpen source
SolCold50CleantechTel Aviv, IsraelOpen source
Crusoe Cloud - AI Infrastructure and GPU Cloud Platform48AI InfrastructureDenver, United StatesOpen source
Re Sustainability47SustainabilityNew York, United States$1.5MOpen source
Diamond Quanta46Advanced Manufacturing and MaterialsPalo Alto, United StatesOpen source
Frenn44EnterpriseOpen source
Voltfang40EV ChargingBerlin, Germany$15.0MOpen source
Marimo40Developer ToolsSan Francisco, United States$4.5BOpen source · Self-hostable
timbr.ai39Knowledge GraphsTel Aviv, IsraelOpen source
Fair Isaac38Credit ScoringBozeman, United StatesOpen source
RTC36TransportationOmaha, United States$8.8MOpen source
Omega Healthcare ConnectIQ36Insurance Eligibility & Benefits VerificationBoca Raton, United StatesOpen source
Intellivolt35EV ChargingLondon, United KingdomOpen source
Suena Energy35Energy & Climate TechTel Aviv, Israel$10.1MOpen source
WeatherXM33Climate TechAthens, GreeceOpen source
Aeoradar33AI InfrastructureTel Aviv, Israel$1.5MOpen source
Pronobia28EnterpriseOpen source
Motoro Security26AutomotiveTel Aviv, IsraelOpen source
Uzerz26AI EnablersOpen source
VIRES Simulationstechnologie GmbH (now part of AVL)21Autonomous VehiclesAugsburg, GermanyOpen source
Marine Hound21Climate TechValletta, MaltaOpen source
- AGAgent4Rec20Agentic AI
Open source
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| EnergyX | Energy & Climate Tech | Open source | Austin, United States | — | 54 | |
| Aemetis | Climate Tech | Open source · Self-hostable | Cupertino, United States | — | 15 | |
| Crusoe Energy | Energy & Climate Tech | Open source | Denver, United States | $610.0M | 67 | |
| Tomorrow.io | Weather | Open source | Boston, United States | $259.0M | 62 | |
| Prior Labs | Foundation Model | Open source | Freiburg, Germany | $9.3M | 56 | |
| H2Pro | Water | Open source | Tel Aviv, Israel | — | 53 | |
| energyXL | Clean Energy | Open source | Austin, United States | $154.5M | 53 | |
| Collos | Climate Tech | Open source | Boston, United States | $1.1M | 48 | |
| Caudal Energy | Renewable Energy | Open source | Oxford, United Kingdom | $5.3M | 42 | |
| SmartGreen | Industrial | Open source | Tel Aviv, Israel | $3.0M | 37 | |
| Ourea Energy . | Energy Storage | Open source | London, United Kingdom | — | 25 | |
| Ayrton Energy | Clean Energy | Open source | Calgary, Canada | — | — | |
| D.A.A. Tech | Environmental Consulting | Open source | Windsor, United States | — | 85 | |
| Hailo | Edge Computing | Open source | Tel Aviv, Israel | $425.0M | 69 | |
| Games24x7 | Gaming | Open source | Mumbai, India | $75.0M | 67 | |
| SiFive | AI Chip | Open source | San Jose, United States | $774.9M | 66 | |
| Anaergia | Energy & Climate Tech | Open source | Burlington, Canada | — | 63 | |
| Aurora Labs | Automotive | Open source | Tel Aviv, Israel | $99.6M | 63 | |
| ecobee | Smart Home | Open source | Toronto, Canada | $96.0M | 63 | |
| Opsys | Automotive | Open source | Yokneam Illit, Israel | $51.5M | 63 | |
| Comet ML | MLOps | Open source | New York, United States | $69.8M | 62 | |
| KNIME | Data Science Platform | Open source | Zurich, Switzerland | $30.0M | 62 | |
| Kinetica AI | Data Analytics | Open source | San Francisco, United States | $240.0M | 61 | |
| EOS Data Analytics | AgTech | Open source | Kyiv, Ukraine | — | 60 | |
| Dataiku | Artificial Intelligence | Open source | New York, United States | $200.0M | 60 | |
| SESeldon | Artificial Intelligence | Open source | London, United Kingdom | $63.0M | 58 | |
| Ray Security | Enterprise | Open source | San Francisco, United States | $11.0M | 57 | |
| Quotient AI | Artificial Intelligence | Open source | Boston, United States | $5.5M | 56 | |
| CaPow | Robotics | Open source | Tel Aviv, Israel | $7.5M | 55 | |
| Nordic Salt Cycle | Climate Tech | Open source | Helsinki, Finland | $41.8M | 55 | |
| Algaeing | Textile | Open source | Tel Aviv, Israel | $12.0M | 55 | |
| Wisesight Technologies | Automotive | Open source | Tel Aviv, Israel | $4.0M | 54 | |
| EarthDaily Analytics | Earth Observation | Open source | Vancouver, Canada | — | 54 | |
| Aura Aero | Aerospace | Open source | Toulouse, France | $340.0M | 54 | |
| Datorios | Operating System | Open source | San Francisco, United States | $22.0M | 54 | |
| Vivint Solar | Solar Energy | Open source | Lehi, United States | — | 52 | |
| Comand AI | Defense Tech | Open source | Paris, France | $32.0M | 52 | |
| QUQuantumScape | Energy Tech | Open source | San Jose, United States | $1.3B | 52 | |
| Daybreak | Supply Chain | Open source | San Francisco, United States | $85.0M | 50 | |
| SolCold | Cleantech | Open source | Tel Aviv, Israel | — | 50 | |
| Crusoe Cloud - AI Infrastructure and GPU Cloud Platform | AI Infrastructure | Open source | Denver, United States | — | 48 | |
| Re Sustainability | Sustainability | Open source | New York, United States | $1.5M | 47 | |
| Diamond Quanta | Advanced Manufacturing and Materials | Open source | Palo Alto, United States | — | 46 | |
| Frenn | Enterprise | Open source | — | — | 44 | |
| Voltfang | EV Charging | Open source | Berlin, Germany | $15.0M | 40 | |
| Marimo | Developer Tools | Open source · Self-hostable | San Francisco, United States | $4.5B | 40 | |
| timbr.ai | Knowledge Graphs | Open source | Tel Aviv, Israel | — | 39 | |
| Fair Isaac | Credit Scoring | Open source | Bozeman, United States | — | 38 | |
| RTC | Transportation | Open source | Omaha, United States | $8.8M | 36 | |
| Omega Healthcare ConnectIQ | Insurance Eligibility & Benefits Verification | Open source | Boca Raton, United States | — | 36 | |
| Intellivolt | EV Charging | Open source | London, United Kingdom | — | 35 | |
| Suena Energy | Energy & Climate Tech | Open source | Tel Aviv, Israel | $10.1M | 35 | |
| WeatherXM | Climate Tech | Open source | Athens, Greece | — | 33 | |
| Aeoradar | AI Infrastructure | Open source | Tel Aviv, Israel | $1.5M | 33 | |
| Pronobia | Enterprise | Open source | — | — | 28 | |
| Motoro Security | Automotive | Open source | Tel Aviv, Israel | — | 26 | |
| Uzerz | AI Enablers | Open source | — | — | 26 | |
| VIRES Simulationstechnologie GmbH (now part of AVL) | Autonomous Vehicles | Open source | Augsburg, Germany | — | 21 | |
| Marine Hound | Climate Tech | Open source | Valletta, Malta | — | 21 | |
| AGAgent4Rec | Agentic AI | Open source | — | — | 20 |