Open source focus
Open Source Alternatives to Flowerhealth
60 open source Federated Learning options similar to Flowerhealth, 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.
DocsGPT8Open SourceOpen source · Self-hostable
NemoClaw75Artificial IntelligenceOpen source · Self-hostable
- Svitch26AI GovernanceSan Francisco, United States
Open source
A2A7Agentic AIOpen source · Self-hostable
PrivateGPT5AI Search EngineToronto, CanadaOpen source · Self-hostable
OpenmoeMixture of ExpertsOpen source · Self-hostable
SpaceXAI76Frontier AI LabPalo Alto, United States$90.0BOpen source
Together AI76AI InfrastructureSan Francisco, United States$906.0MOpen source · Self-hostable
Qdrant70Vector DatabaseBerlin, Germany$96.5MOpen source · Self-hostable
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5MOpen source
Airweave63Agentic AISan Francisco, United States$6.0MOpen source · Self-hostable
Galileo Technologies, Inc.61AI ObservabilitySan Francisco, United States$45.0MOpen source
Xata58DatabaseSan Francisco, United States$35.0MOpen source · Self-hostable
Vijil55Agentic AISan Francisco, United States$17.0MOpen source
Mem054Agentic AISan Francisco, United States$24.0MOpen source · Self-hostable
Feast AI54MLOpsSan Francisco, United StatesOpen source · Self-hostable
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
Tinfoil50CybersecuritySan Francisco, United States$500.3MOpen source
Locai Labs50Artificial IntelligenceUnited Kingdom$735KOpen source
SereneDB49DatabaseSan Francisco, United States$3.8MOpen source · Self-hostable
Arcade48Artificial IntelligenceSan Francisco, USA$60.0MOpen source
Antithesis46CybersecuritySan Francisco, United States$117.5MOpen source
K-Scale Labs40Frontier AI LabSan Francisco, United StatesOpen source · Self-hostable
Marimo40Developer ToolsSan Francisco, United States$4.5BOpen source · Self-hostable
Neptune39MLOpsNew York, United States$11.0MOpen source
- MAMacrodata Labs39Artificial IntelligenceParis, France$4.0M
Open source · Self-hostable
- SOSource32AI InfrastructureSan Francisco, United States$24.0M
Open source · Self-hostable
- EDedgX31Edge ComputingSan Jose, United States$8.8M
Open source · Self-hostable
CRAB26Agentic AIOpen source · Self-hostable
Vibranium Dome23AI AgentsOpen source · Self-hostable
Faremeter22FintechOpen source · Self-hostable
- GGggml20Foundation Model
Open source · Self-hostable
Upsonic19Developer ToolsLondon, United KingdomOpen source · Self-hostable
Apache Airflow19MLOpsOpen source · Self-hostable
- BABabyAGI18Agentic AI
Open source · Self-hostable
StartupHub.ai17AI Search EngineTel Aviv, IsraelOpen source
Codename Goose14Developer ToolsOpen source · Self-hostable
- ATAtoZ Labs11Blockchain
Open source · Self-hostable
MCP.so10Developer ToolsOpen source · Self-hostable
KubeVirt9Cloud ComputingOpen source · Self-hostable
- Attestely7Cybersecurity
Open source
Axonmedical4HealthTechOpen source
- GetocOpen Source
Open source · Self-hostable
CrisopeyaFoundation ModelOpen source
MarchwardAgentic AISan Francisco, United StatesOpen source
AntesisFoundation ModelOpen source
CausariAgentic AIOpen source · Self-hostable
Faiss by MetaAI Foundation & ComputeOpen source · Self-hostable
- IronweftAgentic AISan Francisco, United States
Open source
GlovityAI InfrastructureOpen source
- AUAutumnAI InfrastructureSan Francisco, United States
Open source · Self-hostable
QuantbeeQuantum ComputingOpen source
- ActradeckAI Coding Assistant
Open source
IntellaiGenerative AIOpen source
Off GridEdge AIOpen source · Self-hostable
Snyk85AI Coding AssistantBoston, United States$488.5MOpen source · Self-hostable
OpenAI84Artificial IntelligenceSan Francisco, United States$493.9BOpen source
Google DeepMind83Frontier AI LabLondon, United Kingdom$676.7MOpen source
Databricks82Data AnalyticsSan Francisco, United States$31.7BOpen source · Self-hostable
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| DocsGPT | Open Source | Open source · Self-hostable | — | — | 8 | |
| NemoClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 75 | |
| AI Governance | Open source | San Francisco, United States | — | 26 | ||
| A2A | Agentic AI | Open source · Self-hostable | — | — | 7 | |
| PrivateGPT | AI Search Engine | Open source · Self-hostable | Toronto, Canada | — | 5 | |
| Openmoe | Mixture of Experts | Open source · Self-hostable | — | — | — | |
| SpaceXAI | Frontier AI Lab | Open source | Palo Alto, United States | $90.0B | 76 | |
| Together AI | AI Infrastructure | Open source · Self-hostable | San Francisco, United States | $906.0M | 76 | |
| Qdrant | Vector Database | Open source · Self-hostable | Berlin, Germany | $96.5M | 70 | |
| ClearML | AutoML | Open source · Self-hostable | Tel Aviv, Israel | $11.0M | 64 | |
| Domino Data Lab, Inc. | AI Governance | Open source | New York, United States | $100.5M | 63 | |
| Airweave | Agentic AI | Open source · Self-hostable | San Francisco, United States | $6.0M | 63 | |
| Galileo Technologies, Inc. | AI Observability | Open source | San Francisco, United States | $45.0M | 61 | |
| Xata | Database | Open source · Self-hostable | San Francisco, United States | $35.0M | 58 | |
| Vijil | Agentic AI | Open source | San Francisco, United States | $17.0M | 55 | |
| Mem0 | Agentic AI | Open source · Self-hostable | San Francisco, United States | $24.0M | 54 | |
| Feast AI | MLOps | Open source · Self-hostable | San Francisco, United States | — | 54 | |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 | |
| Tinfoil | Cybersecurity | Open source | San Francisco, United States | $500.3M | 50 | |
| Locai Labs | Artificial Intelligence | Open source | United Kingdom | $735K | 50 | |
| SereneDB | Database | Open source · Self-hostable | San Francisco, United States | $3.8M | 49 | |
| Arcade | Artificial Intelligence | Open source | San Francisco, USA | $60.0M | 48 | |
| Antithesis | Cybersecurity | Open source | San Francisco, United States | $117.5M | 46 | |
| K-Scale Labs | Frontier AI Lab | Open source · Self-hostable | San Francisco, United States | — | 40 | |
| Marimo | Developer Tools | Open source · Self-hostable | San Francisco, United States | $4.5B | 40 | |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 39 | |
| MAMacrodata Labs | Artificial Intelligence | Open source · Self-hostable | Paris, France | $4.0M | 39 | |
| SOSource | AI Infrastructure | Open source · Self-hostable | San Francisco, United States | $24.0M | 32 | |
| EDedgX | Edge Computing | Open source · Self-hostable | San Jose, United States | $8.8M | 31 | |
| CRAB | Agentic AI | Open source · Self-hostable | — | — | 26 | |
| Vibranium Dome | AI Agents | Open source · Self-hostable | — | — | 23 | |
| Faremeter | Fintech | Open source · Self-hostable | — | — | 22 | |
| GGggml | Foundation Model | Open source · Self-hostable | — | — | 20 | |
| Upsonic | Developer Tools | Open source · Self-hostable | London, United Kingdom | — | 19 | |
| Apache Airflow | MLOps | Open source · Self-hostable | — | — | 19 | |
| BABabyAGI | Agentic AI | Open source · Self-hostable | — | — | 18 | |
| StartupHub.ai | AI Search Engine | Open source | Tel Aviv, Israel | — | 17 | |
| Codename Goose | Developer Tools | Open source · Self-hostable | — | — | 14 | |
| ATAtoZ Labs | Blockchain | Open source · Self-hostable | — | — | 11 | |
| MCP.so | Developer Tools | Open source · Self-hostable | — | — | 10 | |
| KubeVirt | Cloud Computing | Open source · Self-hostable | — | — | 9 | |
| Cybersecurity | Open source | — | — | 7 | ||
| Axonmedical | HealthTech | Open source | — | — | 4 | |
| Open Source | Open source · Self-hostable | — | — | — | ||
| Crisopeya | Foundation Model | Open source | — | — | — | |
| Marchward | Agentic AI | Open source | San Francisco, United States | — | — | |
| Antesis | Foundation Model | Open source | — | — | — | |
| Causari | Agentic AI | Open source · Self-hostable | — | — | — | |
| Faiss by Meta | AI Foundation & Compute | Open source · Self-hostable | — | — | — | |
| Agentic AI | Open source | San Francisco, United States | — | — | ||
| Glovity | AI Infrastructure | Open source | — | — | — | |
| AUAutumn | AI Infrastructure | Open source · Self-hostable | San Francisco, United States | — | — | |
| Quantbee | Quantum Computing | Open source | — | — | — | |
| AI Coding Assistant | Open source | — | — | — | ||
| Intellai | Generative AI | Open source | — | — | — | |
| Off Grid | Edge AI | Open source · Self-hostable | — | — | — | |
| Snyk | AI Coding Assistant | Open source · Self-hostable | Boston, United States | $488.5M | 85 | |
| OpenAI | Artificial Intelligence | Open source | San Francisco, United States | $493.9B | 84 | |
| Google DeepMind | Frontier AI Lab | Open source | London, United Kingdom | $676.7M | 83 | |
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 |