Open source focus
Open Source Alternatives to Ridgescope
60 open source MLOps options similar to Ridgescope, 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.
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
Brev50NeocloudSan Francisco, United States$3.3MOpen source
New Relic85Enterprise SoftwareSan Francisco, United States$7.2BOpen source
Databricks82Data AnalyticsSan Francisco, United States$31.7BOpen source · Self-hostable
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5MOpen source
Vultr63NeocloudHerndon, United States$662.0MOpen source
Comet59MLOpsNew York, United States$75.0MOpen source
Overops59EnterpriseSan Francisco, United States$49.5MOpen source
Baseten57MLOpsSan Francisco, United States$2.3BOpen source
Paperspace55AI InfrastructureNew York, United States$166.5MOpen source
OpsMill55Artificial IntelligencePalo Alto, USA$26.0MOpen source
Kestra49Data OrchestrationParis, France$36.0MOpen source · Self-hostable
Civo48Cloud ComputingLondon, United Kingdom$2.0MOpen source
Featherless.ai48Artificial IntelligenceSan Francisco, USA$20.0MOpen source · Self-hostable
Microsoft43Operating SystemRedmond, United StatesOpen source
Runpod34AI InfrastructureNew York, United StatesOpen source
Apache Airflow19MLOpsOpen source · Self-hostable
Hycos AI15EnterpriseOpen source
KubeVirt9Cloud ComputingOpen source · Self-hostable
Ai SquareEdge AIParis, FranceOpen 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
Neon72DatabaseSan Francisco, United States$1.2BOpen source
Temporal71Workflow AutomationSeattle, United States$134.0MOpen source
WekaIO70ComputingCampbell, United States$565.0MOpen source
Pinecone69AI InfrastructureSan Francisco, United States$138.0MOpen source
Posit68Data Science PlatformBoston, United States$169.9MOpen source · Self-hostable
Starburst67AIBoston, United States$414.0MOpen source · Self-hostable
Tecton, Inc.67MLOpsSan Francisco, United States$257.0MOpen source
Weights & Biases66AI InfrastructureSan Francisco, United StatesOpen source
Solo.io66Artificial IntelligenceCambridge, USA$174.8MOpen source · Self-hostable
Arize AI65AI ObservabilityBerkeley, United StatesOpen source
Aerospike63DatabaseSunnyvale, United States$161.0MOpen source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
RadixArk62Artificial IntelligencePalo Alto, USA$20.0MOpen source
Orkes62Artificial IntelligenceSanta Clara, USA$89.3MOpen source
Sourcegraph61Developer ToolsSan Francisco, United States$218.0MOpen source
Galileo Technologies, Inc.61AI ObservabilitySan Francisco, United States$45.0MOpen source
Replicate60AI InfrastructureSan Francisco, United StatesOpen source
Canonical60Open SourceLondon, United Kingdom$348KOpen source · Self-hostable
Modular58AI InfrastructureSan Francisco, United States$380.0MOpen source
Backstage57Developer ToolsStockholm, Sweden$63.0MOpen source · Self-hostable
FriendliAI57AI InfrastructureRedwood City, United States$89.0MOpen source
Kubex56Cloud OptimizationToronto, Canada$45.0MOpen source
Checksum55Test AutomationSan Francisco, United StatesOpen source
LightningAI55AI InfrastructureSan Francisco, United StatesOpen source
Diffblue55AI Coding AssistantOxford, United KingdomOpen source
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$21.7MOpen source
- HYHyphen AI54AI InfrastructureSeattle, United States$36.5M
Open source
Feast AI54MLOpsSan Francisco, United StatesOpen source · Self-hostable
PurpleOps54FinOpsSan Francisco, United StatesOpen source
Insomnia54API ManagementSan Francisco, United States$75.0MOpen source
WireMock54Enterprise$6.5MOpen source · Self-hostable
Loadmill53EnterpriseTel Aviv, IsraelOpen source
Lunar.dev53EnterpriseTel Aviv, Israel$6.0MOpen source
Lambdatest India Private Limited53MLOpsSan Francisco, United StatesOpen source
Herdora51GPUSan Francisco, United States$15.0MOpen source
Synthesized51Synthetic Data GenerationLondon, United Kingdom$32.8MOpen source
| Company | Sector | License | HQ | Funding | Score |
|---|---|---|---|---|---|
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 |
| Brev | Neocloud | Open source | San Francisco, United States | $3.3M | 50 |
| New Relic | Enterprise Software | Open source | San Francisco, United States | $7.2B | 85 |
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 |
| 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 |
| Vultr | Neocloud | Open source | Herndon, United States | $662.0M | 63 |
| Comet | MLOps | Open source | New York, United States | $75.0M | 59 |
| Overops | Enterprise | Open source | San Francisco, United States | $49.5M | 59 |
| Baseten | MLOps | Open source | San Francisco, United States | $2.3B | 57 |
| Paperspace | AI Infrastructure | Open source | New York, United States | $166.5M | 55 |
| OpsMill | Artificial Intelligence | Open source | Palo Alto, USA | $26.0M | 55 |
| Kestra | Data Orchestration | Open source · Self-hostable | Paris, France | $36.0M | 49 |
| Civo | Cloud Computing | Open source | London, United Kingdom | $2.0M | 48 |
| Featherless.ai | Artificial Intelligence | Open source · Self-hostable | San Francisco, USA | $20.0M | 48 |
| Microsoft | Operating System | Open source | Redmond, United States | — | 43 |
| Runpod | AI Infrastructure | Open source | New York, United States | — | 34 |
| Apache Airflow | MLOps | Open source · Self-hostable | — | — | 19 |
| Hycos AI | Enterprise | Open source | — | — | 15 |
| KubeVirt | Cloud Computing | Open source · Self-hostable | — | — | 9 |
| Ai Square | Edge AI | Open source | Paris, France | — | — |
| 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 |
| Neon | Database | Open source | San Francisco, United States | $1.2B | 72 |
| Temporal | Workflow Automation | Open source | Seattle, United States | $134.0M | 71 |
| WekaIO | Computing | Open source | Campbell, United States | $565.0M | 70 |
| Pinecone | AI Infrastructure | Open source | San Francisco, United States | $138.0M | 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 |
| Tecton, Inc. | MLOps | Open source | San Francisco, United States | $257.0M | 67 |
| Weights & Biases | AI Infrastructure | Open source | San Francisco, United States | — | 66 |
| Solo.io | Artificial Intelligence | Open source · Self-hostable | Cambridge, USA | $174.8M | 66 |
| Arize AI | AI Observability | Open source | Berkeley, United States | — | 65 |
| Aerospike | Database | Open source | Sunnyvale, United States | $161.0M | 63 |
| Weights & Biases (W&B) | MLOps | Open source | San Francisco, United States | $521.0M | 63 |
| RadixArk | Artificial Intelligence | Open source | Palo Alto, USA | $20.0M | 62 |
| Orkes | Artificial Intelligence | Open source | Santa Clara, USA | $89.3M | 62 |
| 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 |
| Replicate | AI Infrastructure | Open source | San Francisco, United States | — | 60 |
| Canonical | Open Source | Open source · Self-hostable | London, United Kingdom | $348K | 60 |
| Modular | AI Infrastructure | Open source | San Francisco, United States | $380.0M | 58 |
| Backstage | Developer Tools | Open source · Self-hostable | Stockholm, Sweden | $63.0M | 57 |
| FriendliAI | AI Infrastructure | Open source | Redwood City, United States | $89.0M | 57 |
| Kubex | Cloud Optimization | Open source | Toronto, Canada | $45.0M | 56 |
| Checksum | Test Automation | Open source | San Francisco, United States | — | 55 |
| LightningAI | AI Infrastructure | Open source | San Francisco, United States | — | 55 |
| Diffblue | AI Coding Assistant | Open source | Oxford, United Kingdom | — | 55 |
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $21.7M | 54 |
| HYHyphen AI | AI Infrastructure | Open source | Seattle, United States | $36.5M | 54 |
| Feast AI | MLOps | Open source · Self-hostable | San Francisco, United States | — | 54 |
| PurpleOps | FinOps | Open source | San Francisco, United States | — | 54 |
| Insomnia | API Management | Open source | San Francisco, United States | $75.0M | 54 |
| WireMock | Enterprise | Open source · Self-hostable | — | $6.5M | 54 |
| Loadmill | Enterprise | Open source | Tel Aviv, Israel | — | 53 |
| Lunar.dev | Enterprise | Open source | Tel Aviv, Israel | $6.0M | 53 |
| Lambdatest India Private Limited | MLOps | Open source | San Francisco, United States | — | 53 |
| Herdora | GPU | Open source | San Francisco, United States | $15.0M | 51 |
| Synthesized | Synthetic Data Generation | Open source | London, United Kingdom | $32.8M | 51 |