Alternatives to Comet ML
The top MLOps companies similar to Comet ML, ranked by relevance (named competitors first, then how closely their sectors overlap) and our 0-100 AI-readiness score. Each links to a full profile with funding and team.
MLflow45MLOpsSeattle, United States
MissingLinkAI15AI Enablers
Neptune41MLOpsNew York, United States$11.0M
Weights & Biases66AI InfrastructureSan Francisco, United States
Onyx Security62Agentic AINew York, United States$45.0M
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0M
Qwak62DevelopmentTel Aviv, Israel$31.0M
Run:AI61ComputingTel Aviv, Israel$118.0M
Aporia59MLOpsTel Aviv, Israel$30.0M
Datorios54Operating SystemSan Francisco, United States$22.0M
DataHeroes35Artificial IntelligenceSan Francisco, United States
Bayouops4Cloud InfrastructureHouston, United States
Monte Carlo70EnterpriseSan Francisco, United States$236.0M
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5M
Honeycomb App Inc.62ObservabilitySan Francisco, United States
Komodor61Software DevelopmentTel Aviv, Israel$67.0M
Dash058ObservabilitySan Francisco, United States$147.2M
Deepchecks58MLOpsTel Aviv, Israel$18.3M
Definity58EnterpriseSan Francisco, United States$4.5M
TensorLeap55Data Science PlatformTel Aviv, Israel$5.2M
Databand.ai54Development PlatformTel Aviv, Israel$18.5M
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$21.7M
DVC54MLOpsSan Francisco, United States$154.0M
Cnvrg.io54Development PlatformTel Aviv, Israel$9.0M
Montara53EnterpriseSan Francisco, United States$5.4M
Digma53EnterpriseTel Aviv, Israel$6.0M
Runhouse52EnterpriseSan Francisco, United States$4.9M
Chronosphere50ObservabilityNew York, United States$369.4M
Bauplanlabs49MLOpsSan Francisco, United States
Kestra49Data OrchestrationParis, France$36.0M
Exafunction44MLOpsSan Francisco, United States$28.0M
Vinco35Generative AI
Weings AI35Enterprise
Natun.ai28MLOps$1.5M- HEHeili20EnterpriseTel Aviv, Israel
- Conduitops19AI InfrastructureTel Aviv, Israel$1.0M
Optimizing Mind12AI EnablersSan Francisco, United States$1.0M
DataDudes.ai10AutoML
SuperAnnotate1Data AnnotationYerevan, Armenia- UPUplevel0MLOpsSan Francisco, United States
- FedopsMLOpsSan Francisco, United States
UnimodelAPI Platform- LogviewObservabilityTel Aviv, Israel
Databricks82Data AnalyticsSan Francisco, United States$31.7B- GRGrafana Labs80ObservabilityNew York, United States
Tecton, Inc.67MLOpsSan Francisco, United States$257.0M
Pecan67EnterpriseTel Aviv, Israel$116.0M
LaunchDarkly65Developer ToolsOakland, USA$1.5M
ClearML64AutoMLTel Aviv, Israel$11.0M
Opsera.io62MLOpsSan Jose, United States$25.0M- LOLooker61Data AnalyticsSan Francisco, United States$273.0M
Abacus.AI56AI Foundation & ComputeSan Francisco, United States$90.3M
Treeverse56DataTel Aviv, Israel$23.0M
OpsMill55Artificial IntelligencePalo Alto, USA$26.0M
Panoply.io55EnterpriseTel Aviv, Israel$23.3M
PVML55Machine LearningSan Francisco, United States$8.0M
Vect55EnterpriseSan Francisco, United States
KiloClaw54Artificial Intelligence
Superwise.ai54DataTel Aviv, Israel$4.5M
Elementary Data54EnterpriseTel Aviv, Israel
| Company | Sector | HQ | Funding | Score |
|---|---|---|---|---|
| MLflow | MLOps | Seattle, United States | — | 45 |
| MissingLinkAI | AI Enablers | — | — | 15 |
| Neptune | MLOps | New York, United States | $11.0M | 41 |
| Weights & Biases | AI Infrastructure | San Francisco, United States | — | 66 |
| Onyx Security | Agentic AI | New York, United States | $45.0M | 62 |
| Weights & Biases (W&B) | MLOps | San Francisco, United States | $521.0M | 63 |
| Qwak | Development | Tel Aviv, Israel | $31.0M | 62 |
| Run:AI | Computing | Tel Aviv, Israel | $118.0M | 61 |
| Aporia | MLOps | Tel Aviv, Israel | $30.0M | 59 |
| Datorios | Operating System | San Francisco, United States | $22.0M | 54 |
| DataHeroes | Artificial Intelligence | San Francisco, United States | — | 35 |
| Bayouops | Cloud Infrastructure | Houston, United States | — | 4 |
| Monte Carlo | Enterprise | San Francisco, United States | $236.0M | 70 |
| Domino Data Lab, Inc. | AI Governance | New York, United States | $100.5M | 63 |
| Honeycomb App Inc. | Observability | San Francisco, United States | — | 62 |
| Komodor | Software Development | Tel Aviv, Israel | $67.0M | 61 |
| Dash0 | Observability | San Francisco, United States | $147.2M | 58 |
| Deepchecks | MLOps | Tel Aviv, Israel | $18.3M | 58 |
| Definity | Enterprise | San Francisco, United States | $4.5M | 58 |
| TensorLeap | Data Science Platform | Tel Aviv, Israel | $5.2M | 55 |
| Databand.ai | Development Platform | Tel Aviv, Israel | $18.5M | 54 |
| MosaicML (now Databricks) | Foundation Model | San Francisco, United States | $21.7M | 54 |
| DVC | MLOps | San Francisco, United States | $154.0M | 54 |
| Cnvrg.io | Development Platform | Tel Aviv, Israel | $9.0M | 54 |
| Montara | Enterprise | San Francisco, United States | $5.4M | 53 |
| Digma | Enterprise | Tel Aviv, Israel | $6.0M | 53 |
| Runhouse | Enterprise | San Francisco, United States | $4.9M | 52 |
| Chronosphere | Observability | New York, United States | $369.4M | 50 |
| Bauplanlabs | MLOps | San Francisco, United States | — | 49 |
| Kestra | Data Orchestration | Paris, France | $36.0M | 49 |
| Exafunction | MLOps | San Francisco, United States | $28.0M | 44 |
| Vinco | Generative AI | — | — | 35 |
| Weings AI | Enterprise | — | — | 35 |
| Natun.ai | MLOps | — | $1.5M | 28 |
| HEHeili | Enterprise | Tel Aviv, Israel | — | 20 |
| AI Infrastructure | Tel Aviv, Israel | $1.0M | 19 | |
| Optimizing Mind | AI Enablers | San Francisco, United States | $1.0M | 12 |
| DataDudes.ai | AutoML | — | — | 10 |
| SuperAnnotate | Data Annotation | Yerevan, Armenia | — | 1 |
| UPUplevel | MLOps | San Francisco, United States | — | 0 |
| MLOps | San Francisco, United States | — | — | |
| Unimodel | API Platform | — | — | — |
| Observability | Tel Aviv, Israel | — | — | |
| Databricks | Data Analytics | San Francisco, United States | $31.7B | 82 |
| GRGrafana Labs | Observability | New York, United States | — | 80 |
| Tecton, Inc. | MLOps | San Francisco, United States | $257.0M | 67 |
| Pecan | Enterprise | Tel Aviv, Israel | $116.0M | 67 |
| LaunchDarkly | Developer Tools | Oakland, USA | $1.5M | 65 |
| ClearML | AutoML | Tel Aviv, Israel | $11.0M | 64 |
| Opsera.io | MLOps | San Jose, United States | $25.0M | 62 |
| LOLooker | Data Analytics | San Francisco, United States | $273.0M | 61 |
| Abacus.AI | AI Foundation & Compute | San Francisco, United States | $90.3M | 56 |
| Treeverse | Data | Tel Aviv, Israel | $23.0M | 56 |
| OpsMill | Artificial Intelligence | Palo Alto, USA | $26.0M | 55 |
| Panoply.io | Enterprise | Tel Aviv, Israel | $23.3M | 55 |
| PVML | Machine Learning | San Francisco, United States | $8.0M | 55 |
| Vect | Enterprise | San Francisco, United States | — | 55 |
| KiloClaw | Artificial Intelligence | — | — | 54 |
| Superwise.ai | Data | Tel Aviv, Israel | $4.5M | 54 |
| Elementary Data | Enterprise | Tel Aviv, Israel | — | 54 |