Open source focus
MLflow is open source
Open Source Alternatives to MLflow
60 open source MLOps options similar to MLflow, 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.
Comet ML62MLOpsNew York, United States$69.8MOpen source
DVC54MLOpsSan Francisco, United States$154.0MOpen source · Self-hostable
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
Weights & Biases66AI InfrastructureSan Francisco, United StatesOpen source
Comet AI40MLOpsNew York, United States$67.5MOpen source
Bauplanlabs49MLOpsSan Francisco, United StatesOpen source
Apache Airflow19MLOpsOpen source · Self-hostable
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Komodor61Software DevelopmentTel Aviv, Israel$67.0MOpen source
Runhouse52EnterpriseSan Francisco, United States$4.9MOpen source
Kestra49Data OrchestrationParis, France$36.0MOpen source · Self-hostable
Swagger24API DevelopmentSomerville, United StatesOpen source · Self-hostable
API Platform16API PlatformParis, FranceOpen source · Self-hostable
- MAMaige13Open Source
Open source · Self-hostable
Bayouops4Cloud InfrastructureHouston, United StatesOpen source
Firebolt65Cloud Data WarehousePalo Alto, United States$269.0MOpen source
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5MOpen source
Metabase60Data AnalyticsSan Francisco, United States$8.0MOpen source · Self-hostable
Dash058ObservabilitySan Francisco, United States$147.2MOpen source
Robusta Dev55DevelopmentTel Aviv, IsraelOpen source · Self-hostable
Feast AI54MLOpsSan Francisco, United StatesOpen source · Self-hostable
Ariga54EnterpriseTel Aviv, Israel$30.0MOpen source · Self-hostable
Datorios54Operating SystemSan Francisco, United States$22.0MOpen source
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
Langflow53Agentic AILisbon, PortugalOpen source · Self-hostable
Amplication44EnterpriseTel Aviv, IsraelOpen source · Self-hostable
- MAMacrodata Labs39Artificial IntelligenceParis, France$4.0M
Open source · Self-hostable
Neptune39MLOpsNew York, United States$11.0MOpen source
- SOSource32AI InfrastructureSan Francisco, United States$24.0M
Open source · Self-hostable
Joeyydevops19MLOpsOpen source
LLMStack15Agentic AIOpen source · Self-hostable
Meshes7MLOpsTel Aviv, Israel$1.0MOpen source
BoringstackDeveloper ToolsOpen source · Self-hostable
LullabeastMLOpsOpen source · Self-hostable
Databricks82Data AnalyticsSan Francisco, United States$31.7BOpen source · Self-hostable
Temporal71Workflow AutomationSeattle, United States$134.0MOpen source
Tecton, Inc.67MLOpsSan Francisco, United States$257.0MOpen source
H2O.ai64Foundation ModelMountain View, United States$228.1MOpen source · Self-hostable
Airweave63Agentic AISan Francisco, United States$6.0MOpen source · Self-hostable
Trigger Device Inc63AI AgentsLondon, United Kingdom$16.5MOpen source · Self-hostable
Spacelift61Infrastructure as CodeWarsaw, Poland$73.6MOpen source
Comfy Org58AI Image Generation$30.0MOpen source
Steel.dev58Developer ToolsTel Aviv, Israel$17.0MOpen source · Self-hostable
Liblab58Developer ToolsAustin, United States$42.0MOpen source · Self-hostable
Deepchecks58MLOpsTel Aviv, Israel$18.3MOpen source · Self-hostable
Treeverse57DataOpsTel Aviv, Israel$23.0MOpen source · Self-hostable
Baseten57MLOpsSan Francisco, United States$2.3BOpen source
Stainless57Developer ToolsOpen source
Auto-GPT56Agentic AI$12.0MOpen source · Self-hostable
PostHog56Analytics PlatformSan Francisco, United States$33.2MOpen source · Self-hostable
OpsMill55Artificial IntelligencePalo Alto, USA$26.0MOpen source
Paperspace55AI InfrastructureNew York, United States$166.5MOpen source
- AGAgentDesk / BrowserTools54Recruitment Tech$17.0M
Open source
OpenMeter54MLOpsTel Aviv, Israel$3.0MOpen source · Self-hostable
Lean54MLOpsSan Francisco, United StatesOpen source
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$21.7MOpen source
MetalBear54Software DevelopmentSan Francisco, United States$12.5MOpen source · Self-hostable
Wing Cloud54EnterpriseTel Aviv, Israel$20.0MOpen source · Self-hostable
WireMock54Enterprise$6.5MOpen source · Self-hostable
LlamaIndex Inc.53Foundation ModelSan Francisco, United StatesOpen source · Self-hostable
| Company | Sector | License | HQ | Funding | Score |
|---|---|---|---|---|---|
| Comet ML | MLOps | Open source | New York, United States | $69.8M | 62 |
| DVC | MLOps | Open source · Self-hostable | San Francisco, United States | $154.0M | 54 |
| ClearML | AutoML | Open source · Self-hostable | Tel Aviv, Israel | $11.0M | 64 |
| Weights & Biases | AI Infrastructure | Open source | San Francisco, United States | — | 66 |
| Comet AI | MLOps | Open source | New York, United States | $67.5M | 40 |
| Bauplanlabs | MLOps | Open source | San Francisco, United States | — | 49 |
| Apache Airflow | MLOps | Open source · Self-hostable | — | — | 19 |
| Weights & Biases (W&B) | MLOps | Open source | San Francisco, United States | $521.0M | 63 |
| Komodor | Software Development | Open source | Tel Aviv, Israel | $67.0M | 61 |
| Runhouse | Enterprise | Open source | San Francisco, United States | $4.9M | 52 |
| Kestra | Data Orchestration | Open source · Self-hostable | Paris, France | $36.0M | 49 |
| Swagger | API Development | Open source · Self-hostable | Somerville, United States | — | 24 |
| API Platform | API Platform | Open source · Self-hostable | Paris, France | — | 16 |
| MAMaige | Open Source | Open source · Self-hostable | — | — | 13 |
| Bayouops | Cloud Infrastructure | Open source | Houston, United States | — | 4 |
| Firebolt | Cloud Data Warehouse | Open source | Palo Alto, United States | $269.0M | 65 |
| Domino Data Lab, Inc. | AI Governance | Open source | New York, United States | $100.5M | 63 |
| Metabase | Data Analytics | Open source · Self-hostable | San Francisco, United States | $8.0M | 60 |
| Dash0 | Observability | Open source | San Francisco, United States | $147.2M | 58 |
| Robusta Dev | Development | Open source · Self-hostable | Tel Aviv, Israel | — | 55 |
| Feast AI | MLOps | Open source · Self-hostable | San Francisco, United States | — | 54 |
| Ariga | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | $30.0M | 54 |
| Datorios | Operating System | Open source | San Francisco, United States | $22.0M | 54 |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 |
| Langflow | Agentic AI | Open source · Self-hostable | Lisbon, Portugal | — | 53 |
| Amplication | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | — | 44 |
| MAMacrodata Labs | Artificial Intelligence | Open source · Self-hostable | Paris, France | $4.0M | 39 |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 39 |
| SOSource | AI Infrastructure | Open source · Self-hostable | San Francisco, United States | $24.0M | 32 |
| Joeyydevops | MLOps | Open source | — | — | 19 |
| LLMStack | Agentic AI | Open source · Self-hostable | — | — | 15 |
| Meshes | MLOps | Open source | Tel Aviv, Israel | $1.0M | 7 |
| Boringstack | Developer Tools | Open source · Self-hostable | — | — | — |
| Lullabeast | MLOps | Open source · Self-hostable | — | — | — |
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 |
| Temporal | Workflow Automation | Open source | Seattle, United States | $134.0M | 71 |
| Tecton, Inc. | MLOps | Open source | San Francisco, United States | $257.0M | 67 |
| H2O.ai | Foundation Model | Open source · Self-hostable | Mountain View, United States | $228.1M | 64 |
| Airweave | Agentic AI | Open source · Self-hostable | San Francisco, United States | $6.0M | 63 |
| Trigger Device Inc | AI Agents | Open source · Self-hostable | London, United Kingdom | $16.5M | 63 |
| Spacelift | Infrastructure as Code | Open source | Warsaw, Poland | $73.6M | 61 |
| Comfy Org | AI Image Generation | Open source | — | $30.0M | 58 |
| Steel.dev | Developer Tools | Open source · Self-hostable | Tel Aviv, Israel | $17.0M | 58 |
| Liblab | Developer Tools | Open source · Self-hostable | Austin, United States | $42.0M | 58 |
| Deepchecks | MLOps | Open source · Self-hostable | Tel Aviv, Israel | $18.3M | 58 |
| Treeverse | DataOps | Open source · Self-hostable | Tel Aviv, Israel | $23.0M | 57 |
| Baseten | MLOps | Open source | San Francisco, United States | $2.3B | 57 |
| Stainless | Developer Tools | Open source | — | — | 57 |
| Auto-GPT | Agentic AI | Open source · Self-hostable | — | $12.0M | 56 |
| PostHog | Analytics Platform | Open source · Self-hostable | San Francisco, United States | $33.2M | 56 |
| OpsMill | Artificial Intelligence | Open source | Palo Alto, USA | $26.0M | 55 |
| Paperspace | AI Infrastructure | Open source | New York, United States | $166.5M | 55 |
| AGAgentDesk / BrowserTools | Recruitment Tech | Open source | — | $17.0M | 54 |
| OpenMeter | MLOps | Open source · Self-hostable | Tel Aviv, Israel | $3.0M | 54 |
| Lean | MLOps | Open source | San Francisco, United States | — | 54 |
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $21.7M | 54 |
| MetalBear | Software Development | Open source · Self-hostable | San Francisco, United States | $12.5M | 54 |
| Wing Cloud | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | $20.0M | 54 |
| WireMock | Enterprise | Open source · Self-hostable | — | $6.5M | 54 |
| LlamaIndex Inc. | Foundation Model | Open source · Self-hostable | San Francisco, United States | — | 53 |