Open source focus
Meshes is open source
Open Source Alternatives to Meshes
60 open source MLOps options similar to Meshes, 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.
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
DVC54MLOpsSan Francisco, United States$154.0MOpen source · Self-hostable
Runhouse52EnterpriseSan Francisco, United States$4.9MOpen source
Bauplanlabs49MLOpsSan Francisco, United StatesOpen source
MLflow45MLOpsSeattle, United StatesOpen source · Self-hostable
Swagger24API DevelopmentSomerville, United StatesOpen source · Self-hostable
Apache Airflow19MLOpsOpen source · Self-hostable
API Platform16API PlatformParis, FranceOpen source · Self-hostable
Batchfoundry5AI InfrastructureSan Francisco, United StatesOpen source
Bayouops4Cloud InfrastructureHouston, United StatesOpen source
TorchctsMLOpsOpen source
Temporal71Workflow AutomationSeattle, United States$134.0MOpen source
Tecton, Inc.67MLOpsSan Francisco, United States$257.0MOpen source
Firebolt65Cloud Data WarehousePalo Alto, United States$269.0MOpen source
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5MOpen source
Metabase60Data AnalyticsSan Francisco, United States$8.0MOpen source · Self-hostable
Liblab58Developer ToolsAustin, United States$42.0MOpen source · Self-hostable
Dash058ObservabilitySan Francisco, United States$147.2MOpen source
Baseten57MLOpsSan Francisco, United States$2.3BOpen source
Paperspace55AI InfrastructureNew York, United States$166.5MOpen source
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$3.0BOpen source
Feast AI54MLOpsSan Francisco, United StatesOpen source · Self-hostable
Datorios54Operating SystemSan Francisco, United States$22.0MOpen source
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
- AGAgentDesk / BrowserTools54Recruitment Tech$17.0M
Open source
- HYHyphen AI54AI InfrastructureSeattle, United States$36.5M
Open source
Lean54MLOpsSan Francisco, United StatesOpen source
Lambdatest India Private Limited53MLOpsSan Francisco, United StatesOpen source
Langflow53Agentic AILisbon, PortugalOpen source · Self-hostable
Digma53EnterpriseTel Aviv, Israel$6.0MOpen source
Baz52Developer ToolsTel Aviv, Israel$8.0MOpen source
Aviator51MLOpsSan Francisco, United States$2.4MOpen source
Hex Technologies50Data PlatformSan Francisco, United States$217.5MOpen source
nao Labs50Agentic AISan Francisco, United StatesOpen source
Kestra49Data OrchestrationParis, France$36.0MOpen source · Self-hostable
Inngest Inc.48Developer ToolsSan Francisco, United States$5.0MOpen source
Apideck46API PlatformUnknown, UnknownOpen source
Amplication44EnterpriseTel Aviv, IsraelOpen source · Self-hostable
Code Input43Developer Tools$6.5MOpen source
JarvisLabs.ai43MLOpsSan Francisco, United StatesOpen source
ScaleKit42MLOpsSan Francisco, United States$5.5MOpen source
Orq.ai41Agentic AIAmsterdam, Netherlands$8.9MOpen source
OuterBounds Technologies, Inc.41MLOpsSan Francisco, United StatesOpen source
Neptune39MLOpsNew York, United States$11.0MOpen source
- SOSource32AI InfrastructureSan Francisco, United States$24.0M
Open source · Self-hostable
Magick AI28Agentic AIOpen source
Joeyydevops19MLOpsOpen source
StartupHub.ai17AI Search EngineTel Aviv, IsraelOpen source
LLMStack15Agentic AIOpen source · Self-hostable
- MAMaige13Open Source
Open source · Self-hostable
Google Cloud AI Platform11MLOpsMountain View, United StatesOpen source
- INIntegrateapi10Developer ToolsSan Francisco, United States
Open source
- HUHumanSignal7Agentic AI
Open source · Self-hostable
GlovityAI InfrastructureOpen source
Postman78API DevelopmentSan Francisco, United StatesOpen source
TestMu AI (Formerly LambdaTest)77MLOpsSan Francisco, United States$121Open source
Stripe, Inc.72BillingSouth San Francisco, United States$11.4BOpen source
Neon72DatabaseSan Francisco, United States$1.2BOpen source
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| 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 | |
| DVC | MLOps | Open source · Self-hostable | San Francisco, United States | $154.0M | 54 | |
| Runhouse | Enterprise | Open source | San Francisco, United States | $4.9M | 52 | |
| Bauplanlabs | MLOps | Open source | San Francisco, United States | — | 49 | |
| MLflow | MLOps | Open source · Self-hostable | Seattle, United States | — | 45 | |
| Swagger | API Development | Open source · Self-hostable | Somerville, United States | — | 24 | |
| Apache Airflow | MLOps | Open source · Self-hostable | — | — | 19 | |
| API Platform | API Platform | Open source · Self-hostable | Paris, France | — | 16 | |
| Batchfoundry | AI Infrastructure | Open source | San Francisco, United States | — | 5 | |
| Bayouops | Cloud Infrastructure | Open source | Houston, United States | — | 4 | |
| Torchcts | MLOps | Open source | — | — | — | |
| Temporal | Workflow Automation | Open source | Seattle, United States | $134.0M | 71 | |
| Tecton, Inc. | MLOps | Open source | San Francisco, United States | $257.0M | 67 | |
| Firebolt | Cloud Data Warehouse | Open source | Palo Alto, United States | $269.0M | 65 | |
| Domino Data Lab, Inc. | AI Governance | Open source | New York, United States | $100.5M | 63 | |
| Metabase | Data Analytics | Open source · Self-hostable | San Francisco, United States | $8.0M | 60 | |
| Liblab | Developer Tools | Open source · Self-hostable | Austin, United States | $42.0M | 58 | |
| 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 | |
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $3.0B | 54 | |
| Feast AI | MLOps | Open source · Self-hostable | San Francisco, United States | — | 54 | |
| Datorios | Operating System | Open source | San Francisco, United States | $22.0M | 54 | |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 | |
| AGAgentDesk / BrowserTools | Recruitment Tech | Open source | — | $17.0M | 54 | |
| HYHyphen AI | AI Infrastructure | Open source | Seattle, United States | $36.5M | 54 | |
| Lean | MLOps | Open source | San Francisco, United States | — | 54 | |
| Lambdatest India Private Limited | MLOps | Open source | San Francisco, United States | — | 53 | |
| Langflow | Agentic AI | Open source · Self-hostable | Lisbon, Portugal | — | 53 | |
| Digma | Enterprise | Open source | Tel Aviv, Israel | $6.0M | 53 | |
| 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 | |
| nao Labs | Agentic AI | Open source | San Francisco, United States | — | 50 | |
| Kestra | Data Orchestration | Open source · Self-hostable | Paris, France | $36.0M | 49 | |
| Inngest Inc. | Developer Tools | Open source | San Francisco, United States | $5.0M | 48 | |
| Apideck | API Platform | Open source | Unknown, Unknown | — | 46 | |
| Amplication | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | — | 44 | |
| Code Input | Developer Tools | Open source | — | $6.5M | 43 | |
| JarvisLabs.ai | MLOps | Open source | San Francisco, United States | — | 43 | |
| ScaleKit | MLOps | Open source | San Francisco, United States | $5.5M | 42 | |
| Orq.ai | Agentic AI | Open source | Amsterdam, Netherlands | $8.9M | 41 | |
| OuterBounds Technologies, Inc. | MLOps | Open source | San Francisco, United States | — | 41 | |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 39 | |
| SOSource | AI Infrastructure | Open source · Self-hostable | San Francisco, United States | $24.0M | 32 | |
| Magick AI | Agentic AI | Open source | — | — | 28 | |
| Joeyydevops | MLOps | Open source | — | — | 19 | |
| StartupHub.ai | AI Search Engine | Open source | Tel Aviv, Israel | — | 17 | |
| LLMStack | Agentic AI | Open source · Self-hostable | — | — | 15 | |
| MAMaige | Open Source | Open source · Self-hostable | — | — | 13 | |
| Google Cloud AI Platform | MLOps | Open source | Mountain View, United States | — | 11 | |
| INIntegrateapi | Developer Tools | Open source | San Francisco, United States | — | 10 | |
| HUHumanSignal | Agentic AI | Open source · Self-hostable | — | — | 7 | |
| Glovity | AI Infrastructure | Open source | — | — | — | |
| Postman | API Development | Open source | San Francisco, United States | — | 78 | |
| TestMu AI (Formerly LambdaTest) | MLOps | Open source | San Francisco, United States | $121 | 77 | |
| Stripe, Inc. | Billing | Open source | South San Francisco, United States | $11.4B | 72 | |
| Neon | Database | Open source | San Francisco, United States | $1.2B | 72 |