Open source focus
Open Source Alternatives to DataHeroes
60 open source Artificial Intelligence options similar to DataHeroes, 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
Comet ML62MLOpsNew York, United States$69.8MOpen source
Firebolt65Cloud Data WarehousePalo Alto, United States$269.0MOpen source
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5MOpen source
Aporia59MLOpsTel Aviv, Israel$30.0MOpen source
Deepchecks58MLOpsTel Aviv, Israel$18.3MOpen source · Self-hostable
Elementary Data54EnterpriseTel Aviv, IsraelOpen source
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$3.0BOpen source
Datorios54Operating SystemSan Francisco, United States$22.0MOpen source
Superwise.ai54DataTel Aviv, Israel$4.5MOpen source
Digma53EnterpriseTel Aviv, Israel$6.0MOpen source
Comet AI40MLOpsNew York, United States$67.5MOpen source
Neptune39MLOpsNew York, United States$11.0MOpen source
Apache Airflow19MLOpsOpen source · Self-hostable
- GRGrafana Labs80ObservabilityNew York, United States
Open source · Self-hostable
WekaIO70ComputingCampbell, United States$565.0MOpen source
Pinecone69AI InfrastructureSan Francisco, United States$138.0MOpen source
Tecton, Inc.67MLOpsSan Francisco, United States$257.0MOpen source
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Comet59MLOpsNew York, United States$75.0MOpen source
Dash058ObservabilitySan Francisco, United States$147.2MOpen source
PostHog56Analytics PlatformSan Francisco, United States$33.2MOpen source · Self-hostable
DVC54MLOpsSan Francisco, United States$154.0MOpen source · Self-hostable
DataCebo54Generative AIBoston, United States$11.5MOpen source
Superlinked53Artificial IntelligenceTel Aviv, Israel$9.5MOpen source
Runhouse52EnterpriseSan Francisco, United States$4.9MOpen source
Hex Technologies50Data PlatformSan Francisco, United States$217.5MOpen source
Kestra49Data OrchestrationParis, France$36.0MOpen source · Self-hostable
Bauplanlabs49MLOpsSan Francisco, United StatesOpen source
OpenObserve47Cloud ComputingSan Francisco, USA$10.0MOpen source
MLflow45MLOpsSeattle, United StatesOpen source · Self-hostable
JarvisLabs.ai43MLOpsSan Francisco, United StatesOpen source
- MAMacrodata Labs39Artificial IntelligenceParis, France$4.0M
Open source · Self-hostable
CLIKA28Artificial IntelligenceTel Aviv, IsraelOpen source
Google Cloud AI Platform11MLOpsMountain View, United StatesOpen source
- HUHumanSignal7Agentic AI
Open source · Self-hostable
Bayouops4Cloud InfrastructureHouston, United StatesOpen source
Ai SquareEdge AIParis, FranceOpen source
Faiss by MetaAI Foundation & ComputeOpen source · Self-hostable
GlovityAI InfrastructureOpen source
New Relic85Enterprise SoftwareSan Francisco, United States$7.2BOpen source
VAST Data85StorageNew York, United States$881.0MOpen source
Qdrant70Vector DatabaseBerlin, Germany$96.5MOpen source · Self-hostable
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
Aerospike63DatabaseSunnyvale, United States$161.0MOpen source
Fiddler Labs, Inc.62MLOpsMountain View, United States$39.0MOpen source
Komodor61Software DevelopmentTel Aviv, Israel$67.0MOpen source
Imply61ObservabilitySan Francisco, United States$215.3MOpen source
Gitar61Artificial IntelligenceSan Francisco, USA$9.0MOpen source
Metabase60Data AnalyticsSan Francisco, United States$8.0MOpen source · Self-hostable
Statsig60MLOpsNew York, United States$70.0MOpen source
Baseten57MLOpsSan Francisco, United States$2.3BOpen source
Treeverse57DataOpsTel Aviv, Israel$23.0MOpen source · Self-hostable
Quotient AI56Artificial IntelligenceBoston, United States$5.5MOpen source
Paperspace55AI InfrastructureNew York, United States$166.5MOpen source
OpsMill55Artificial IntelligencePalo Alto, USA$26.0MOpen source
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 | |
| Comet ML | MLOps | Open source | New York, United States | $69.8M | 62 | |
| 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 | |
| Aporia | MLOps | Open source | Tel Aviv, Israel | $30.0M | 59 | |
| Deepchecks | MLOps | Open source · Self-hostable | Tel Aviv, Israel | $18.3M | 58 | |
| Elementary Data | Enterprise | Open source | Tel Aviv, Israel | — | 54 | |
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $3.0B | 54 | |
| Datorios | Operating System | Open source | San Francisco, United States | $22.0M | 54 | |
| Superwise.ai | Data | Open source | Tel Aviv, Israel | $4.5M | 54 | |
| Digma | Enterprise | Open source | Tel Aviv, Israel | $6.0M | 53 | |
| Comet AI | MLOps | Open source | New York, United States | $67.5M | 40 | |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 39 | |
| Apache Airflow | MLOps | Open source · Self-hostable | — | — | 19 | |
| GRGrafana Labs | Observability | Open source · Self-hostable | New York, United States | — | 80 | |
| 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 | |
| ClearML | AutoML | Open source · Self-hostable | Tel Aviv, Israel | $11.0M | 64 | |
| Weights & Biases (W&B) | MLOps | Open source | San Francisco, United States | $521.0M | 63 | |
| Comet | MLOps | Open source | New York, United States | $75.0M | 59 | |
| Dash0 | Observability | Open source | San Francisco, United States | $147.2M | 58 | |
| PostHog | Analytics Platform | Open source · Self-hostable | San Francisco, United States | $33.2M | 56 | |
| DVC | MLOps | Open source · Self-hostable | San Francisco, United States | $154.0M | 54 | |
| DataCebo | Generative AI | Open source | Boston, United States | $11.5M | 54 | |
| Superlinked | Artificial Intelligence | Open source | Tel Aviv, Israel | $9.5M | 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 | |
| Kestra | Data Orchestration | Open source · Self-hostable | Paris, France | $36.0M | 49 | |
| Bauplanlabs | MLOps | Open source | San Francisco, United States | — | 49 | |
| OpenObserve | Cloud Computing | Open source | San Francisco, USA | $10.0M | 47 | |
| MLflow | MLOps | Open source · Self-hostable | Seattle, United States | — | 45 | |
| JarvisLabs.ai | MLOps | Open source | San Francisco, United States | — | 43 | |
| MAMacrodata Labs | Artificial Intelligence | Open source · Self-hostable | Paris, France | $4.0M | 39 | |
| CLIKA | Artificial Intelligence | Open source | Tel Aviv, Israel | — | 28 | |
| Google Cloud AI Platform | MLOps | Open source | Mountain View, United States | — | 11 | |
| HUHumanSignal | Agentic AI | Open source · Self-hostable | — | — | 7 | |
| Bayouops | Cloud Infrastructure | Open source | Houston, United States | — | 4 | |
| Ai Square | Edge AI | Open source | Paris, France | — | — | |
| Faiss by Meta | AI Foundation & Compute | Open source · Self-hostable | — | — | — | |
| Glovity | AI Infrastructure | Open source | — | — | — | |
| New Relic | Enterprise Software | Open source | San Francisco, United States | $7.2B | 85 | |
| VAST Data | Storage | Open source | New York, United States | $881.0M | 85 | |
| Qdrant | Vector Database | Open source · Self-hostable | Berlin, Germany | $96.5M | 70 | |
| 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 | |
| Aerospike | Database | Open source | Sunnyvale, United States | $161.0M | 63 | |
| Fiddler Labs, Inc. | MLOps | Open source | Mountain View, United States | $39.0M | 62 | |
| Komodor | Software Development | Open source | Tel Aviv, Israel | $67.0M | 61 | |
| Imply | Observability | Open source | San Francisco, United States | $215.3M | 61 | |
| Gitar | Artificial Intelligence | Open source | San Francisco, USA | $9.0M | 61 | |
| Metabase | Data Analytics | Open source · Self-hostable | San Francisco, United States | $8.0M | 60 | |
| Statsig | MLOps | Open source | New York, United States | $70.0M | 60 | |
| Baseten | MLOps | Open source | San Francisco, United States | $2.3B | 57 | |
| Treeverse | DataOps | Open source · Self-hostable | Tel Aviv, Israel | $23.0M | 57 | |
| Quotient AI | Artificial Intelligence | Open source | Boston, United States | $5.5M | 56 | |
| Paperspace | AI Infrastructure | Open source | New York, United States | $166.5M | 55 | |
| OpsMill | Artificial Intelligence | Open source | Palo Alto, USA | $26.0M | 55 |