Open source focus
Open Source Alternatives to PVML
60 open source Machine Learning options similar to PVML, 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.
Databricks82Data AnalyticsSan Francisco, United States$31.7BOpen source · Self-hostable
Piiano54EnterpriseTel Aviv, Israel$9.0MOpen source
WekaIO70ComputingCampbell, United States$565.0MOpen source
Pinecone69AI InfrastructureSan Francisco, United States$138.0MOpen source
Tecton, Inc.67MLOpsSan Francisco, United States$257.0MOpen source
Comet ML62MLOpsNew York, United States$69.8MOpen source
Comet59MLOpsNew York, United States$75.0MOpen source
Treeverse56DataTel Aviv, Israel$23.0MOpen source · Self-hostable
Digma53EnterpriseTel Aviv, Israel$6.0MOpen source
Responsive40EnterpriseSan Francisco, United StatesOpen source · Self-hostable
VAST Data85StorageNew York, United States$881.0MOpen source
ScyllaDB66DatabasePalo Alto, United States$101.0MOpen source · Self-hostable
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5MOpen source
DragonflyDB62DatabaseTel Aviv, Israel$21.0MOpen source · Self-hostable
Komodor61Software DevelopmentTel Aviv, Israel$67.0MOpen source
Overops59EnterpriseSan Francisco, United States$49.5MOpen source
Aporia59MLOpsTel Aviv, Israel$30.0MOpen source
Baseten57MLOpsSan Francisco, United States$2.3BOpen source
Checksum55Test AutomationSan Francisco, United StatesOpen source
Elementary Data54EnterpriseTel Aviv, IsraelOpen source
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$21.7MOpen source
Superwise.ai54DataTel Aviv, Israel$4.5MOpen source
WireMock54Enterprise$6.5MOpen source · Self-hostable
Ariga54EnterpriseTel Aviv, Israel$30.0MOpen source · Self-hostable
Lunar.dev53EnterpriseTel Aviv, Israel$6.0MOpen source
Loadmill53EnterpriseTel Aviv, IsraelOpen source
Runhouse52EnterpriseSan Francisco, United States$4.9MOpen source
Hex Technologies50Data PlatformSan Francisco, United States$217.5MOpen source
Honeydew47DataSan Francisco, United StatesOpen source
Amplication44EnterpriseTel Aviv, IsraelOpen source · Self-hostable
JarvisLabs.ai43MLOpsSan Francisco, United StatesOpen source
Neptune41MLOpsNew York, United States$11.0MOpen source
Swagger24API DevelopmentSomerville, United StatesOpen source · Self-hostable
Hycos AI15EnterpriseOpen source
Google Cloud AI Platform11MLOpsMountain View, United StatesOpen source
Bayouops4Cloud InfrastructureHouston, United StatesOpen source
GlovityAI InfrastructureOpen source
Ai SquareEdge AIParis, FranceOpen source
- TorchctsMLOps
Open source
New Relic85Enterprise SoftwareSan Francisco, United States$7.2BOpen source
Postman78API DevelopmentSan Francisco, United StatesOpen source
TestMu AI (Formerly LambdaTest)77MLOpsSan Francisco, United States$121Open source
Temporal71Workflow AutomationSeattle, United States$134.0MOpen source
Logz.io69EnterpriseTel Aviv, Israel$132.0MOpen source · Self-hostable
Posit68Data Science PlatformBoston, United States$169.9MOpen source · Self-hostable
Starburst67AIBoston, United States$414.0MOpen source · Self-hostable
Weights & Biases66AI InfrastructureSan Francisco, United StatesOpen source
Coro65EnterpriseNew York, United States$235.0MOpen source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Aerospike63DatabaseSunnyvale, United States$161.0MOpen source
Oligo Security63EnterpriseTel Aviv, Israel$70.0MOpen source · Self-hostable
Speedata62EnterpriseSan Jose, United States$158.0MOpen source
Fiddler Labs, Inc.62MLOpsMountain View, United States$39.0MOpen source
Appwrite61EnterpriseSan Francisco, United States$37.0MOpen source · Self-hostable
Applitools61EnterpriseSan Mateo, United States$41.5MOpen source
Codefresh61EnterpriseBrisbane, Australia$42.0MOpen source · Self-hostable
Sourcegraph61Developer ToolsSan Francisco, United States$218.0MOpen source
Galileo Technologies, Inc.61AI ObservabilitySan Francisco, United States$45.0MOpen source
Quali61EnterpriseAustin, United States$86.8MOpen source
| Company | Sector | License | HQ | Funding | Score |
|---|---|---|---|---|---|
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 |
| Piiano | Enterprise | Open source | Tel Aviv, Israel | $9.0M | 54 |
| WekaIO | Computing | Open source | Campbell, United States | $565.0M | 70 |
| Pinecone | AI Infrastructure | Open source | San Francisco, United States | $138.0M | 69 |
| Tecton, Inc. | MLOps | Open source | San Francisco, United States | $257.0M | 67 |
| Comet ML | MLOps | Open source | New York, United States | $69.8M | 62 |
| Comet | MLOps | Open source | New York, United States | $75.0M | 59 |
| Treeverse | Data | Open source · Self-hostable | Tel Aviv, Israel | $23.0M | 56 |
| Digma | Enterprise | Open source | Tel Aviv, Israel | $6.0M | 53 |
| Responsive | Enterprise | Open source · Self-hostable | San Francisco, United States | — | 40 |
| VAST Data | Storage | Open source | New York, United States | $881.0M | 85 |
| ScyllaDB | Database | Open source · Self-hostable | Palo Alto, United States | $101.0M | 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 |
| DragonflyDB | Database | Open source · Self-hostable | Tel Aviv, Israel | $21.0M | 62 |
| Komodor | Software Development | Open source | Tel Aviv, Israel | $67.0M | 61 |
| Overops | Enterprise | Open source | San Francisco, United States | $49.5M | 59 |
| Aporia | MLOps | Open source | Tel Aviv, Israel | $30.0M | 59 |
| Baseten | MLOps | Open source | San Francisco, United States | $2.3B | 57 |
| Checksum | Test Automation | Open source | San Francisco, United States | — | 55 |
| Elementary Data | Enterprise | Open source | Tel Aviv, Israel | — | 54 |
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $21.7M | 54 |
| Superwise.ai | Data | Open source | Tel Aviv, Israel | $4.5M | 54 |
| WireMock | Enterprise | Open source · Self-hostable | — | $6.5M | 54 |
| Ariga | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | $30.0M | 54 |
| Lunar.dev | Enterprise | Open source | Tel Aviv, Israel | $6.0M | 53 |
| Loadmill | Enterprise | Open source | Tel Aviv, Israel | — | 53 |
| Runhouse | Enterprise | Open source | San Francisco, United States | $4.9M | 52 |
| Hex Technologies | Data Platform | Open source | San Francisco, United States | $217.5M | 50 |
| Honeydew | Data | Open source | San Francisco, United States | — | 47 |
| Amplication | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | — | 44 |
| JarvisLabs.ai | MLOps | Open source | San Francisco, United States | — | 43 |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 41 |
| Swagger | API Development | Open source · Self-hostable | Somerville, United States | — | 24 |
| Hycos AI | Enterprise | Open source | — | — | 15 |
| Google Cloud AI Platform | MLOps | Open source | Mountain View, United States | — | 11 |
| Bayouops | Cloud Infrastructure | Open source | Houston, United States | — | 4 |
| Glovity | AI Infrastructure | Open source | — | — | — |
| Ai Square | Edge AI | Open source | Paris, France | — | — |
| MLOps | Open source | — | — | — | |
| New Relic | Enterprise Software | Open source | San Francisco, United States | $7.2B | 85 |
| Postman | API Development | Open source | San Francisco, United States | — | 78 |
| TestMu AI (Formerly LambdaTest) | MLOps | Open source | San Francisco, United States | $121 | 77 |
| Temporal | Workflow Automation | Open source | Seattle, United States | $134.0M | 71 |
| Logz.io | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | $132.0M | 69 |
| Posit | Data Science Platform | Open source · Self-hostable | Boston, United States | $169.9M | 68 |
| Starburst | AI | Open source · Self-hostable | Boston, United States | $414.0M | 67 |
| Weights & Biases | AI Infrastructure | Open source | San Francisco, United States | — | 66 |
| Coro | Enterprise | Open source | New York, United States | $235.0M | 65 |
| Weights & Biases (W&B) | MLOps | Open source | San Francisco, United States | $521.0M | 63 |
| Aerospike | Database | Open source | Sunnyvale, United States | $161.0M | 63 |
| Oligo Security | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | $70.0M | 63 |
| Speedata | Enterprise | Open source | San Jose, United States | $158.0M | 62 |
| Fiddler Labs, Inc. | MLOps | Open source | Mountain View, United States | $39.0M | 62 |
| Appwrite | Enterprise | Open source · Self-hostable | San Francisco, United States | $37.0M | 61 |
| Applitools | Enterprise | Open source | San Mateo, United States | $41.5M | 61 |
| Codefresh | Enterprise | Open source · Self-hostable | Brisbane, Australia | $42.0M | 61 |
| Sourcegraph | Developer Tools | Open source | San Francisco, United States | $218.0M | 61 |
| Galileo Technologies, Inc. | AI Observability | Open source | San Francisco, United States | $45.0M | 61 |
| Quali | Enterprise | Open source | Austin, United States | $86.8M | 61 |