Open source focus
Open Source Alternatives to Mlcloud
60 open source MLOps options similar to Mlcloud, 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.
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$21.7MOpen source
Databricks82Data AnalyticsSan Francisco, United States$31.7BOpen source · Self-hostable
Comet59MLOpsNew York, United States$75.0MOpen source
Baseten57MLOpsSan Francisco, United States$2.3BOpen source
Paperspace55AI InfrastructureNew York, United States$166.5MOpen source
JarvisLabs.ai43MLOpsSan Francisco, United StatesOpen source
Neptune39MLOpsNew York, United States$11.0MOpen source
Google Cloud AI Platform11MLOpsMountain View, United StatesOpen source
Ai SquareEdge AIParis, FranceOpen source
Neon72DatabaseSan Francisco, United States$1.2BOpen source
WekaIO70ComputingCampbell, United States$565.0MOpen source
Tecton, Inc.67MLOpsSan Francisco, United States$257.0MOpen source
Weights & Biases66AI InfrastructureSan Francisco, United StatesOpen source
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5MOpen source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Comet ML62MLOpsNew York, United States$69.8MOpen source
Komodor61Software DevelopmentTel Aviv, Israel$67.0MOpen source
Dash058ObservabilitySan Francisco, United States$147.2MOpen source
FriendliAI57AI InfrastructureRedwood City, United States$89.0MOpen source
LightningAI55AI InfrastructureSan Francisco, United StatesOpen source
- HYHyphen AI54AI InfrastructureSeattle, United States$36.5M
Open source
Feast AI54MLOpsSan Francisco, United StatesOpen source · Self-hostable
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
Runhouse52EnterpriseSan Francisco, United States$4.9MOpen source
Brev50NeocloudSan Francisco, United States$3.3MOpen source
Runpod49AI InfrastructureNew York, United StatesOpen source
OpenObserve47Cloud ComputingSan Francisco, USA$10.0MOpen source
ScaleKit42MLOpsSan Francisco, United States$5.5MOpen source
OuterBounds Technologies, Inc.41MLOpsSan Francisco, United StatesOpen source
- MAMacrodata Labs39Artificial IntelligenceParis, France$4.0M
Open source · Self-hostable
- SOSource32AI InfrastructureSan Francisco, United States$24.0M
Open source · Self-hostable
CLIKA28Artificial IntelligenceTel Aviv, IsraelOpen source
- GGggml20Foundation Model
Open source · Self-hostable
Google Cloud17AI Cloud ServicesMountain View, United StatesOpen source
Hycos AI15EnterpriseOpen source
Google Cloud Vertex AI8MLOpsMountain View, United StatesOpen source
Batchfoundry5AI InfrastructureOpen source
Bayouops4Cloud InfrastructureHouston, United StatesOpen source
Faiss by MetaAI Foundation & ComputeOpen source · Self-hostable
GlovityAI InfrastructureOpen source
- GRGrafana Labs80ObservabilityNew York, United States
Open source · Self-hostable
Postman78API DevelopmentSan Francisco, United StatesOpen source
TestMu AI (Formerly LambdaTest)77MLOpsSan Francisco, United States$121Open source
Together AI76AI InfrastructureSan Francisco, United States$906.0MOpen source · Self-hostable
Temporal71Workflow AutomationSeattle, United States$134.0MOpen source
Pinecone69AI InfrastructureSan Francisco, United States$138.0MOpen source
Logz.io69EnterpriseTel Aviv, Israel$132.0MOpen source · Self-hostable
Netlify69Developer ToolsSan Francisco, United States$202.1MOpen source
Starburst67AIBoston, United States$414.0MOpen source · Self-hostable
ScyllaDB66DatabasePalo Alto, United States$101.0MOpen source · Self-hostable
Firebolt65Cloud Data WarehousePalo Alto, United States$269.0MOpen source
Arize AI65AI ObservabilityBerkeley, United StatesOpen source
Cast AI63MLOpsTel Aviv, Israel$44.0MOpen source
Vultr63NeocloudHerndon, United States$662.0MOpen source
Aerospike63DatabaseSunnyvale, United States$161.0MOpen source
Airweave63Agentic AISan Francisco, United States$6.0MOpen source · Self-hostable
RadixArk62Artificial IntelligencePalo Alto, USA$20.0MOpen source
Imply61ObservabilitySan Francisco, United States$215.3MOpen source
Replicate60AI InfrastructureSan Francisco, United StatesOpen source
| Company | Sector | License | HQ | Funding | Score |
|---|---|---|---|---|---|
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $21.7M | 54 |
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 |
| Comet | MLOps | Open source | New York, United States | $75.0M | 59 |
| Baseten | MLOps | Open source | San Francisco, United States | $2.3B | 57 |
| Paperspace | AI Infrastructure | Open source | New York, United States | $166.5M | 55 |
| JarvisLabs.ai | MLOps | Open source | San Francisco, United States | — | 43 |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 39 |
| Google Cloud AI Platform | MLOps | Open source | Mountain View, United States | — | 11 |
| Ai Square | Edge AI | Open source | Paris, France | — | — |
| Neon | Database | Open source | San Francisco, United States | $1.2B | 72 |
| WekaIO | Computing | Open source | Campbell, United States | $565.0M | 70 |
| Tecton, Inc. | MLOps | Open source | San Francisco, United States | $257.0M | 67 |
| Weights & Biases | AI Infrastructure | Open source | San Francisco, United States | — | 66 |
| 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 |
| 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 |
| Komodor | Software Development | Open source | Tel Aviv, Israel | $67.0M | 61 |
| Dash0 | Observability | Open source | San Francisco, United States | $147.2M | 58 |
| FriendliAI | AI Infrastructure | Open source | Redwood City, United States | $89.0M | 57 |
| LightningAI | AI Infrastructure | Open source | San Francisco, United States | — | 55 |
| HYHyphen AI | AI Infrastructure | Open source | Seattle, United States | $36.5M | 54 |
| Feast AI | MLOps | Open source · Self-hostable | San Francisco, United States | — | 54 |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 |
| Runhouse | Enterprise | Open source | San Francisco, United States | $4.9M | 52 |
| Brev | Neocloud | Open source | San Francisco, United States | $3.3M | 50 |
| Runpod | AI Infrastructure | Open source | New York, United States | — | 49 |
| OpenObserve | Cloud Computing | Open source | San Francisco, USA | $10.0M | 47 |
| ScaleKit | MLOps | Open source | San Francisco, United States | $5.5M | 42 |
| OuterBounds Technologies, Inc. | MLOps | Open source | San Francisco, United States | — | 41 |
| 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 |
| CLIKA | Artificial Intelligence | Open source | Tel Aviv, Israel | — | 28 |
| GGggml | Foundation Model | Open source · Self-hostable | — | — | 20 |
| Google Cloud | AI Cloud Services | Open source | Mountain View, United States | — | 17 |
| Hycos AI | Enterprise | Open source | — | — | 15 |
| Google Cloud Vertex AI | MLOps | Open source | Mountain View, United States | — | 8 |
| Batchfoundry | AI Infrastructure | Open source | — | — | 5 |
| Bayouops | Cloud Infrastructure | Open source | Houston, United States | — | 4 |
| Faiss by Meta | AI Foundation & Compute | Open source · Self-hostable | — | — | — |
| Glovity | AI Infrastructure | Open source | — | — | — |
| GRGrafana Labs | Observability | Open source · Self-hostable | New York, United States | — | 80 |
| Postman | API Development | Open source | San Francisco, United States | — | 78 |
| TestMu AI (Formerly LambdaTest) | MLOps | Open source | San Francisco, United States | $121 | 77 |
| Together AI | AI Infrastructure | Open source · Self-hostable | San Francisco, United States | $906.0M | 76 |
| Temporal | Workflow Automation | Open source | Seattle, United States | $134.0M | 71 |
| Pinecone | AI Infrastructure | Open source | San Francisco, United States | $138.0M | 69 |
| Logz.io | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | $132.0M | 69 |
| Netlify | Developer Tools | Open source | San Francisco, United States | $202.1M | 69 |
| Starburst | AI | Open source · Self-hostable | Boston, United States | $414.0M | 67 |
| ScyllaDB | Database | Open source · Self-hostable | Palo Alto, United States | $101.0M | 66 |
| Firebolt | Cloud Data Warehouse | Open source | Palo Alto, United States | $269.0M | 65 |
| Arize AI | AI Observability | Open source | Berkeley, United States | — | 65 |
| Cast AI | MLOps | Open source | Tel Aviv, Israel | $44.0M | 63 |
| Vultr | Neocloud | Open source | Herndon, United States | $662.0M | 63 |
| Aerospike | Database | Open source | Sunnyvale, United States | $161.0M | 63 |
| Airweave | Agentic AI | Open source · Self-hostable | San Francisco, United States | $6.0M | 63 |
| RadixArk | Artificial Intelligence | Open source | Palo Alto, USA | $20.0M | 62 |
| Imply | Observability | Open source | San Francisco, United States | $215.3M | 61 |
| Replicate | AI Infrastructure | Open source | San Francisco, United States | — | 60 |