Open source focus
Google Cloud AI Platform is open source
Open Source Alternatives to Google Cloud AI Platform
60 open source MLOps options similar to Google Cloud AI Platform, 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.
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5MOpen source
- AIAI Technology Stack Solidus Tech39AI InfrastructureLondon, United Kingdom$10.0M
Open source
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$21.7MOpen source
Tecton, Inc.67MLOpsSan Francisco, United States$257.0MOpen source
Comet ML62MLOpsNew York, United States$69.8MOpen source
Komodor61Software DevelopmentTel Aviv, Israel$67.0MOpen source
Dash058ObservabilitySan Francisco, United States$147.2MOpen source
Baseten57MLOpsSan Francisco, United States$2.3BOpen source
Paperspace55AI InfrastructureNew York, United States$166.5MOpen source
Runhouse52EnterpriseSan Francisco, United States$4.9MOpen source
JarvisLabs.ai43MLOpsSan Francisco, United StatesOpen source
Neptune41MLOpsNew York, United States$11.0MOpen source
Bayouops4Cloud InfrastructureHouston, United StatesOpen source
Databricks82Data AnalyticsSan Francisco, United States$31.7BOpen source · Self-hostable
Postman78API DevelopmentSan Francisco, United StatesOpen source
TestMu AI (Formerly LambdaTest)77MLOpsSan Francisco, United States$121Open source
Neon72DatabaseSan Francisco, United States$1.2BOpen source
Temporal71Workflow AutomationSeattle, United States$134.0MOpen source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Metabase60Data AnalyticsSan Francisco, United States$8.0MOpen source · Self-hostable
Comet59MLOpsNew York, United States$75.0MOpen source
FriendliAI57AI InfrastructureRedwood City, United States$89.0MOpen source
Robusta Dev55DevelopmentTel Aviv, IsraelOpen source · Self-hostable
LightningAI55AI InfrastructureSan Francisco, United StatesOpen source
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
OpenMeter54MLOpsTel Aviv, Israel$3.0MOpen source · Self-hostable
DVC54MLOpsSan Francisco, United States$154.0MOpen source · Self-hostable
Feast AI54MLOpsSan Francisco, United StatesOpen source · Self-hostable
- HYHyphen AI54AI InfrastructureSeattle, United States$36.5M
Open source
Digma53EnterpriseTel Aviv, Israel$6.0MOpen source
Lambdatest India Private Limited53MLOpsSan Francisco, United StatesOpen source
Estuary51Data StreamingSan Francisco, United States$28.0MOpen source
nao Labs50Agentic AISan Francisco, United StatesOpen source
Runpod49AI InfrastructureNew York, United StatesOpen source
Bauplanlabs49MLOpsSan Francisco, United StatesOpen source
Inngest Inc.48Developer ToolsSan Francisco, United States$5.0MOpen source
OpenObserve47Cloud ComputingSan Francisco, USA$10.0MOpen source
MLflow45MLOpsSeattle, United StatesOpen source · Self-hostable
ScaleKit42MLOpsSan Francisco, United States$5.5MOpen source
OuterBounds Technologies, Inc.41MLOpsSan Francisco, United StatesOpen source
Responsive40EnterpriseSan Francisco, United StatesOpen source · Self-hostable
Firebase33Mobile DevelopmentSan Francisco, United States$5.0MOpen source
- SOSource32AI InfrastructureSan Francisco, United States$24.0M
Open source · Self-hostable
Swagger24API DevelopmentSomerville, United StatesOpen source · Self-hostable
Joeyydevops19MLOpsOpen source
API Platform16API PlatformParis, FranceOpen source · Self-hostable
Google Cloud Vertex AI8MLOpsMountain View, United StatesOpen source
Google Cloud AI8AI Foundation & ComputeMountain View, United StatesOpen source
Meshes7MLOpsTel Aviv, Israel$1.0MOpen source
IntuitioObservabilityOpen source
Faiss by MetaAI Foundation & ComputeOpen source · Self-hostable
Ai SquareEdge AIParis, FranceOpen source
- GRGrafana Labs80ObservabilityNew York, United States
Open source · Self-hostable
GitHub77Developer ToolsSan Francisco, United States$100.0MOpen source · Self-hostable
Together AI76AI InfrastructureSan Francisco, United States$906.0MOpen source · Self-hostable
Vercel70Web DevelopmentSan Francisco, United States$687.5MOpen source
WekaIO70ComputingCampbell, United States$565.0MOpen source
- Supabase70DatabaseSan Francisco, United States$933.0M
Open source · Self-hostable
Netlify69Developer ToolsSan Francisco, United States$202.1MOpen source
Logz.io69EnterpriseTel Aviv, Israel$132.0MOpen source · Self-hostable
| Company | Sector | License | HQ | Funding | Score |
|---|---|---|---|---|---|
| Domino Data Lab, Inc. | AI Governance | Open source | New York, United States | $100.5M | 63 |
| AIAI Technology Stack Solidus Tech | AI Infrastructure | Open source | London, United Kingdom | $10.0M | 39 |
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $21.7M | 54 |
| Tecton, Inc. | MLOps | Open source | San Francisco, United States | $257.0M | 67 |
| Comet ML | MLOps | Open source | New York, United States | $69.8M | 62 |
| Komodor | Software Development | Open source | Tel Aviv, Israel | $67.0M | 61 |
| Dash0 | Observability | Open source | San Francisco, United States | $147.2M | 58 |
| Baseten | MLOps | Open source | San Francisco, United States | $2.3B | 57 |
| Paperspace | AI Infrastructure | Open source | New York, United States | $166.5M | 55 |
| Runhouse | Enterprise | Open source | San Francisco, United States | $4.9M | 52 |
| JarvisLabs.ai | MLOps | Open source | San Francisco, United States | — | 43 |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 41 |
| Bayouops | Cloud Infrastructure | Open source | Houston, United States | — | 4 |
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 |
| Postman | API Development | Open source | San Francisco, United States | — | 78 |
| TestMu AI (Formerly LambdaTest) | MLOps | Open source | San Francisco, United States | $121 | 77 |
| Neon | Database | Open source | San Francisco, United States | $1.2B | 72 |
| 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 |
| Metabase | Data Analytics | Open source · Self-hostable | San Francisco, United States | $8.0M | 60 |
| Comet | MLOps | Open source | New York, United States | $75.0M | 59 |
| FriendliAI | AI Infrastructure | Open source | Redwood City, United States | $89.0M | 57 |
| Robusta Dev | Development | Open source · Self-hostable | Tel Aviv, Israel | — | 55 |
| LightningAI | AI Infrastructure | Open source | San Francisco, United States | — | 55 |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 |
| OpenMeter | MLOps | Open source · Self-hostable | Tel Aviv, Israel | $3.0M | 54 |
| DVC | MLOps | Open source · Self-hostable | San Francisco, United States | $154.0M | 54 |
| Feast AI | MLOps | Open source · Self-hostable | San Francisco, United States | — | 54 |
| HYHyphen AI | AI Infrastructure | Open source | Seattle, United States | $36.5M | 54 |
| Digma | Enterprise | Open source | Tel Aviv, Israel | $6.0M | 53 |
| Lambdatest India Private Limited | MLOps | Open source | San Francisco, United States | — | 53 |
| Estuary | Data Streaming | Open source | San Francisco, United States | $28.0M | 51 |
| nao Labs | Agentic AI | Open source | San Francisco, United States | — | 50 |
| Runpod | AI Infrastructure | Open source | New York, United States | — | 49 |
| Bauplanlabs | MLOps | Open source | San Francisco, United States | — | 49 |
| Inngest Inc. | Developer Tools | Open source | San Francisco, United States | $5.0M | 48 |
| OpenObserve | Cloud Computing | Open source | San Francisco, USA | $10.0M | 47 |
| MLflow | MLOps | Open source · Self-hostable | Seattle, United States | — | 45 |
| ScaleKit | MLOps | Open source | San Francisco, United States | $5.5M | 42 |
| OuterBounds Technologies, Inc. | MLOps | Open source | San Francisco, United States | — | 41 |
| Responsive | Enterprise | Open source · Self-hostable | San Francisco, United States | — | 40 |
| Firebase | Mobile Development | Open source | San Francisco, United States | $5.0M | 33 |
| SOSource | AI Infrastructure | Open source · Self-hostable | San Francisco, United States | $24.0M | 32 |
| Swagger | API Development | Open source · Self-hostable | Somerville, United States | — | 24 |
| Joeyydevops | MLOps | Open source | — | — | 19 |
| API Platform | API Platform | Open source · Self-hostable | Paris, France | — | 16 |
| Google Cloud Vertex AI | MLOps | Open source | Mountain View, United States | — | 8 |
| Google Cloud AI | AI Foundation & Compute | Open source | Mountain View, United States | — | 8 |
| Meshes | MLOps | Open source | Tel Aviv, Israel | $1.0M | 7 |
| Intuitio | Observability | Open source | — | — | — |
| Faiss by Meta | AI Foundation & Compute | Open source · Self-hostable | — | — | — |
| Ai Square | Edge AI | Open source | Paris, France | — | — |
| GRGrafana Labs | Observability | Open source · Self-hostable | New York, United States | — | 80 |
| GitHub | Developer Tools | Open source · Self-hostable | San Francisco, United States | $100.0M | 77 |
| Together AI | AI Infrastructure | Open source · Self-hostable | San Francisco, United States | $906.0M | 76 |
| Vercel | Web Development | Open source | San Francisco, United States | $687.5M | 70 |
| WekaIO | Computing | Open source | Campbell, United States | $565.0M | 70 |
| Database | Open source · Self-hostable | San Francisco, United States | $933.0M | 70 | |
| Netlify | Developer Tools | Open source | San Francisco, United States | $202.1M | 69 |
| Logz.io | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | $132.0M | 69 |