Open source focus
Open Source Alternatives to Tokenometrics
60 open source AI Observability options similar to Tokenometrics, 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.
Arize AI65AI ObservabilityBerkeley, United StatesOpen source
LangChain61Agentic AISan Francisco, United States$260.0MOpen source
Pinecone69AI InfrastructureSan Francisco, United States$138.0MOpen source
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5MOpen source
- Svitch26AI GovernanceSan Francisco, United States
Open source
Modelglass12AI InfrastructureSydney, AustraliaOpen source
- XMxMemory10Artificial IntelligenceLondon, United Kingdom
Open source
Ai SquareEdge AIParis, FranceOpen source
CausariAgentic AIOpen source · Self-hostable
New Relic85Enterprise SoftwareSan Francisco, United States$7.2BOpen source
Databricks82Data AnalyticsSan Francisco, United States$31.7BOpen source · Self-hostable
- GRGrafana Labs80ObservabilityNew York, United States
Open source · Self-hostable
NemoClaw75Artificial IntelligenceOpen source · Self-hostable
Qdrant70Vector DatabaseBerlin, Germany$96.5MOpen source · Self-hostable
WekaIO70ComputingCampbell, United States$565.0MOpen source
Starburst67AIBoston, United States$414.0MOpen source · Self-hostable
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
Fiddler Labs, Inc.62MLOpsMountain View, United States$39.0MOpen source
Comet ML62MLOpsNew York, United States$69.8MOpen source
Galileo Technologies, Inc.61AI ObservabilitySan Francisco, United States$45.0MOpen source
Giskard60Artificial IntelligenceParis, France$2.5MOpen source
Comet59MLOpsNew York, United States$75.0MOpen source
Aporia59MLOpsTel Aviv, Israel$30.0MOpen source
Kubex56Cloud OptimizationToronto, Canada$45.0MOpen source
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$3.0BOpen source
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
Superwise.ai54DataTel Aviv, Israel$4.5MOpen source
Lunar.dev53EnterpriseTel Aviv, Israel$6.0MOpen source
Turbopuffer51Artificial IntelligenceSan Francisco, USA$12.0MOpen source
SereneDB49DatabaseSan Francisco, United States$3.8MOpen source · Self-hostable
Fiddler Labs48AI ObservabilityMountain View, United StatesOpen source
Arcade48Artificial IntelligenceSan Francisco, USA$60.0MOpen source
Featherless.ai48Artificial IntelligenceSan Francisco, USA$20.0MOpen source · Self-hostable
Civo48Cloud ComputingLondon, United Kingdom$2.0MOpen source
Orq.ai41Agentic AIAmsterdam, Netherlands$8.9MOpen source
Comet AI40MLOpsNew York, United States$67.5MOpen source
Neptune39MLOpsNew York, United States$11.0MOpen source
CLIKA28Artificial IntelligenceTel Aviv, IsraelOpen source
AIMLAPI26API PlatformTallinn, EstoniaOpen source
Xverum21Data PlatformOpen source
Apache Airflow19MLOpsOpen source · Self-hostable
StartupHub.ai17AI Search EngineTel Aviv, IsraelOpen source
DocsGPT8Open SourceOpen source · Self-hostable
Gravitee4CybersecurityLondon, United KingdomOpen source
Axonmedical4HealthTechOpen source
ProcureraaProcurement SoftwareOpen source
GlovityAI InfrastructureOpen source
InstalleraiIT InfrastructureOpen source
NykadvisoryAI-Powered AdvisoryOpen source
IntellaiGenerative AIOpen source
Faiss by MetaAI Foundation & ComputeOpen source · Self-hostable
EyrusAI InfrastructureOpen source
Ai DnaAI InfrastructureOpen source
Kairos6AI AgentOpen source
Coworker.aiHR TechOpen source
Forter85FintechNew York, United States$550.0MOpen source
VAST Data85StorageNew York, United States$881.0MOpen source
OpenAI84Artificial IntelligenceSan Francisco, United States$493.9BOpen source
Cursor80Artificial IntelligenceSan Francisco, United States$2.9BOpen source
Posit68Data Science PlatformBoston, United States$169.9MOpen source · Self-hostable
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| Arize AI | AI Observability | Open source | Berkeley, United States | — | 65 | |
| LangChain | Agentic AI | Open source | San Francisco, United States | $260.0M | 61 | |
| Pinecone | AI Infrastructure | Open source | San Francisco, United States | $138.0M | 69 | |
| Domino Data Lab, Inc. | AI Governance | Open source | New York, United States | $100.5M | 63 | |
| AI Governance | Open source | San Francisco, United States | — | 26 | ||
| Modelglass | AI Infrastructure | Open source | Sydney, Australia | — | 12 | |
| XMxMemory | Artificial Intelligence | Open source | London, United Kingdom | — | 10 | |
| Ai Square | Edge AI | Open source | Paris, France | — | — | |
| Causari | Agentic AI | Open source · Self-hostable | — | — | — | |
| 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 | |
| GRGrafana Labs | Observability | Open source · Self-hostable | New York, United States | — | 80 | |
| NemoClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 75 | |
| Qdrant | Vector Database | Open source · Self-hostable | Berlin, Germany | $96.5M | 70 | |
| WekaIO | Computing | Open source | Campbell, United States | $565.0M | 70 | |
| Starburst | AI | Open source · Self-hostable | Boston, United States | $414.0M | 67 | |
| ClearML | AutoML | Open source · Self-hostable | Tel Aviv, Israel | $11.0M | 64 | |
| Fiddler Labs, Inc. | MLOps | Open source | Mountain View, United States | $39.0M | 62 | |
| Comet ML | MLOps | Open source | New York, United States | $69.8M | 62 | |
| Galileo Technologies, Inc. | AI Observability | Open source | San Francisco, United States | $45.0M | 61 | |
| Giskard | Artificial Intelligence | Open source | Paris, France | $2.5M | 60 | |
| Comet | MLOps | Open source | New York, United States | $75.0M | 59 | |
| Aporia | MLOps | Open source | Tel Aviv, Israel | $30.0M | 59 | |
| Kubex | Cloud Optimization | Open source | Toronto, Canada | $45.0M | 56 | |
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $3.0B | 54 | |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 | |
| Superwise.ai | Data | Open source | Tel Aviv, Israel | $4.5M | 54 | |
| Lunar.dev | Enterprise | Open source | Tel Aviv, Israel | $6.0M | 53 | |
| Turbopuffer | Artificial Intelligence | Open source | San Francisco, USA | $12.0M | 51 | |
| SereneDB | Database | Open source · Self-hostable | San Francisco, United States | $3.8M | 49 | |
| Fiddler Labs | AI Observability | Open source | Mountain View, United States | — | 48 | |
| Arcade | Artificial Intelligence | Open source | San Francisco, USA | $60.0M | 48 | |
| Featherless.ai | Artificial Intelligence | Open source · Self-hostable | San Francisco, USA | $20.0M | 48 | |
| Civo | Cloud Computing | Open source | London, United Kingdom | $2.0M | 48 | |
| Orq.ai | Agentic AI | Open source | Amsterdam, Netherlands | $8.9M | 41 | |
| Comet AI | MLOps | Open source | New York, United States | $67.5M | 40 | |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 39 | |
| CLIKA | Artificial Intelligence | Open source | Tel Aviv, Israel | — | 28 | |
| AIMLAPI | API Platform | Open source | Tallinn, Estonia | — | 26 | |
| Xverum | Data Platform | Open source | — | — | 21 | |
| Apache Airflow | MLOps | Open source · Self-hostable | — | — | 19 | |
| StartupHub.ai | AI Search Engine | Open source | Tel Aviv, Israel | — | 17 | |
| DocsGPT | Open Source | Open source · Self-hostable | — | — | 8 | |
| Gravitee | Cybersecurity | Open source | London, United Kingdom | — | 4 | |
| Axonmedical | HealthTech | Open source | — | — | 4 | |
| Procureraa | Procurement Software | Open source | — | — | — | |
| Glovity | AI Infrastructure | Open source | — | — | — | |
| Installerai | IT Infrastructure | Open source | — | — | — | |
| Nykadvisory | AI-Powered Advisory | Open source | — | — | — | |
| Intellai | Generative AI | Open source | — | — | — | |
| Faiss by Meta | AI Foundation & Compute | Open source · Self-hostable | — | — | — | |
| Eyrus | AI Infrastructure | Open source | — | — | — | |
| Ai Dna | AI Infrastructure | Open source | — | — | — | |
| Kairos6 | AI Agent | Open source | — | — | — | |
| Coworker.ai | HR Tech | Open source | — | — | — | |
| Forter | Fintech | Open source | New York, United States | $550.0M | 85 | |
| VAST Data | Storage | Open source | New York, United States | $881.0M | 85 | |
| OpenAI | Artificial Intelligence | Open source | San Francisco, United States | $493.9B | 84 | |
| Cursor | Artificial Intelligence | Open source | San Francisco, United States | $2.9B | 80 | |
| Posit | Data Science Platform | Open source · Self-hostable | Boston, United States | $169.9M | 68 |