Open source focus
Open Source Alternatives to Fedops
60 open source MLOps options similar to Fedops, 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.
New Relic85Enterprise SoftwareSan Francisco, United States$7.2BOpen source
Bayouops4Cloud InfrastructureHouston, United StatesOpen source
Komodor61Software DevelopmentTel Aviv, Israel$67.0MOpen source
TorchctsMLOpsOpen source
Temporal71Workflow AutomationSeattle, United States$134.0MOpen source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Comet ML62MLOpsNew York, United States$69.8MOpen source
Dash058ObservabilitySan Francisco, United States$147.2MOpen source
Baseten57MLOpsSan Francisco, United States$2.3BOpen source
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
Lambdatest India Private Limited53MLOpsSan Francisco, United StatesOpen source
Digma53EnterpriseTel Aviv, Israel$6.0MOpen source
Runhouse52EnterpriseSan Francisco, United States$4.9MOpen source
Inngest Inc.48Developer ToolsSan Francisco, United States$5.0MOpen source
Lawrence27Developer ToolsOpen source
Swagger24API DevelopmentSomerville, United StatesOpen source · Self-hostable
Joeyydevops19MLOpsOpen source
Apache Airflow19MLOpsOpen source · Self-hostable
Hycos AI15EnterpriseOpen source
Postman78API DevelopmentSan Francisco, United StatesOpen source
TestMu AI (Formerly LambdaTest)77MLOpsSan Francisco, United States$121Open source
Vercel70Web DevelopmentSan Francisco, United States$687.5MOpen source
Tecton, Inc.67MLOpsSan Francisco, United States$257.0MOpen source
Weights & Biases66AI InfrastructureSan Francisco, United StatesOpen source
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5MOpen source
Spacelift61Infrastructure as CodeWarsaw, Poland$73.6MOpen source
Overops59EnterpriseSan Francisco, United States$49.5MOpen source
Robusta Dev55DevelopmentTel Aviv, IsraelOpen source · Self-hostable
OpsMill55Artificial IntelligencePalo Alto, USA$26.0MOpen source
Paperspace55AI InfrastructureNew York, United States$166.5MOpen source
Checksum55Test AutomationSan Francisco, United StatesOpen source
DVC54MLOpsSan Francisco, United States$154.0MOpen source · Self-hostable
OpenMeter54MLOpsTel Aviv, Israel$3.0MOpen source · Self-hostable
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$3.0BOpen source
Lunar.dev53EnterpriseTel Aviv, Israel$6.0MOpen source
Seqera Labs52BiotechBarcelona, SpainOpen source
Baz52Developer ToolsTel Aviv, Israel$8.0MOpen source
Aviator51MLOpsSan Francisco, United States$2.4MOpen source
Hex Technologies50Data PlatformSan Francisco, United States$217.5MOpen source
Bauplanlabs49MLOpsSan Francisco, United StatesOpen source
Kestra49Data OrchestrationParis, France$36.0MOpen source · Self-hostable
OpenObserve47Cloud ComputingSan Francisco, USA$10.0MOpen source
MLflow45MLOpsSeattle, United StatesOpen source · Self-hostable
Bitloops45Developer ToolsAthens, Greece$1.5MOpen source
Amplication44EnterpriseTel Aviv, IsraelOpen source · Self-hostable
Code Input43Developer Tools$6.5MOpen source
Orq.ai41Agentic AIAmsterdam, Netherlands$8.9MOpen source
Responsive40EnterpriseSan Francisco, United StatesOpen source · Self-hostable
Meshes39MLOpsTel Aviv, Israel$1.0MOpen source
Camunda Pte. Limited18Workflow AutomationBerlin, GermanyOpen source · Self-hostable
Sharkio18EnterpriseOpen source
API Platform16API PlatformParis, FranceOpen source · Self-hostable
Google Cloud AI Platform11MLOpsMountain View, United StatesOpen source
Batchfoundry5AI InfrastructureSan Francisco, United StatesOpen source
IntuitioObservabilityOpen source
EnttrackAI InfrastructureTel Aviv, IsraelOpen source
GlovityAI InfrastructureOpen source
Databricks82Data AnalyticsSan Francisco, United States$31.7BOpen source · Self-hostable
- GRGrafana Labs80ObservabilityNew York, United States
Open source · Self-hostable
Neon72DatabaseSan Francisco, United States$1.2BOpen source
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| New Relic | Enterprise Software | Open source | San Francisco, United States | $7.2B | 85 | |
| Bayouops | Cloud Infrastructure | Open source | Houston, United States | — | 4 | |
| Komodor | Software Development | Open source | Tel Aviv, Israel | $67.0M | 61 | |
| Torchcts | MLOps | Open source | — | — | — | |
| Temporal | Workflow Automation | Open source | Seattle, United States | $134.0M | 71 | |
| Weights & Biases (W&B) | MLOps | Open source | San Francisco, United States | $521.0M | 63 | |
| Comet ML | MLOps | Open source | New York, United States | $69.8M | 62 | |
| Dash0 | Observability | Open source | San Francisco, United States | $147.2M | 58 | |
| Baseten | MLOps | Open source | San Francisco, United States | $2.3B | 57 | |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 | |
| Lambdatest India Private Limited | MLOps | Open source | San Francisco, United States | — | 53 | |
| Digma | Enterprise | Open source | Tel Aviv, Israel | $6.0M | 53 | |
| Runhouse | Enterprise | Open source | San Francisco, United States | $4.9M | 52 | |
| Inngest Inc. | Developer Tools | Open source | San Francisco, United States | $5.0M | 48 | |
| Lawrence | Developer Tools | Open source | — | — | 27 | |
| Swagger | API Development | Open source · Self-hostable | Somerville, United States | — | 24 | |
| Joeyydevops | MLOps | Open source | — | — | 19 | |
| Apache Airflow | MLOps | Open source · Self-hostable | — | — | 19 | |
| Hycos AI | Enterprise | Open source | — | — | 15 | |
| Postman | API Development | Open source | San Francisco, United States | — | 78 | |
| TestMu AI (Formerly LambdaTest) | MLOps | Open source | San Francisco, United States | $121 | 77 | |
| Vercel | Web Development | Open source | San Francisco, United States | $687.5M | 70 | |
| Tecton, Inc. | MLOps | Open source | San Francisco, United States | $257.0M | 67 | |
| Weights & Biases | AI Infrastructure | Open source | San Francisco, United States | — | 66 | |
| Domino Data Lab, Inc. | AI Governance | Open source | New York, United States | $100.5M | 63 | |
| Spacelift | Infrastructure as Code | Open source | Warsaw, Poland | $73.6M | 61 | |
| Overops | Enterprise | Open source | San Francisco, United States | $49.5M | 59 | |
| Robusta Dev | Development | Open source · Self-hostable | Tel Aviv, Israel | — | 55 | |
| OpsMill | Artificial Intelligence | Open source | Palo Alto, USA | $26.0M | 55 | |
| Paperspace | AI Infrastructure | Open source | New York, United States | $166.5M | 55 | |
| Checksum | Test Automation | Open source | San Francisco, United States | — | 55 | |
| DVC | MLOps | Open source · Self-hostable | San Francisco, United States | $154.0M | 54 | |
| OpenMeter | MLOps | Open source · Self-hostable | Tel Aviv, Israel | $3.0M | 54 | |
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $3.0B | 54 | |
| Lunar.dev | Enterprise | Open source | Tel Aviv, Israel | $6.0M | 53 | |
| Seqera Labs | Biotech | Open source | Barcelona, Spain | — | 52 | |
| Baz | Developer Tools | Open source | Tel Aviv, Israel | $8.0M | 52 | |
| Aviator | MLOps | Open source | San Francisco, United States | $2.4M | 51 | |
| Hex Technologies | Data Platform | Open source | San Francisco, United States | $217.5M | 50 | |
| Bauplanlabs | MLOps | Open source | San Francisco, United States | — | 49 | |
| Kestra | Data Orchestration | Open source · Self-hostable | Paris, France | $36.0M | 49 | |
| OpenObserve | Cloud Computing | Open source | San Francisco, USA | $10.0M | 47 | |
| MLflow | MLOps | Open source · Self-hostable | Seattle, United States | — | 45 | |
| Bitloops | Developer Tools | Open source | Athens, Greece | $1.5M | 45 | |
| Amplication | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | — | 44 | |
| Code Input | Developer Tools | Open source | — | $6.5M | 43 | |
| Orq.ai | Agentic AI | Open source | Amsterdam, Netherlands | $8.9M | 41 | |
| Responsive | Enterprise | Open source · Self-hostable | San Francisco, United States | — | 40 | |
| Meshes | MLOps | Open source | Tel Aviv, Israel | $1.0M | 39 | |
| Camunda Pte. Limited | Workflow Automation | Open source · Self-hostable | Berlin, Germany | — | 18 | |
| Sharkio | Enterprise | Open source | — | — | 18 | |
| API Platform | API Platform | Open source · Self-hostable | Paris, France | — | 16 | |
| Google Cloud AI Platform | MLOps | Open source | Mountain View, United States | — | 11 | |
| Batchfoundry | AI Infrastructure | Open source | San Francisco, United States | — | 5 | |
| Intuitio | Observability | Open source | — | — | — | |
| Enttrack | AI Infrastructure | Open source | Tel Aviv, Israel | — | — | |
| Glovity | AI Infrastructure | Open source | — | — | — | |
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 | |
| GRGrafana Labs | Observability | Open source · Self-hostable | New York, United States | — | 80 | |
| Neon | Database | Open source | San Francisco, United States | $1.2B | 72 |