DagsHub
Israeli platform combining MLflow-compatible experiment tracking, data versioning and multimodal annotation, with a free plan
Quick Overview
| Company | DAGsHub Ltd. |
|---|---|
| Category | MLOps Platforms |
| Headquarters | Israel |
| Founded | Not stated |
| EU Presence | Yes - Israel (counts as European for this directory) |
| Data Location | DagsHub cloud, or VPC and air-gapped installation on Enterprise |
| Open Source | No |
| GDPR Compliant | Yes |
| Self-Hosting | Enterprise: full VPC or air-gapped on-premise installation |
| Main Features | Experiment tracking, data versioning and lineage, multimodal annotation, Label Studio compatibility, model management, notebook diffing, CI/CD/CT integration |
| Pricing | Individual $0; Team $119/user/month ($99 billed yearly); Enterprise custom |
| Best For | Small ML teams who want tracking, data versions and labeling together |
| Replaces | Weights & Biases, Neptune, Comet |
Detailed Review
DagsHub puts three things on one platform: experiment tracking, versioned data and models, and annotation of multimodal datasets. Tracking is described as compatible with MLflow, so existing logging code carries over.
The terms are issued by DAGsHub Ltd. and are governed by the laws of the State of Israel. Israel counts as European for this directory since 22 October 2026, so DagsHub is eligible, but readers who want an EU or EEA entity should note the difference.
From data to model lineage
The platform describes a full lineage from model back to source data, with data versioning and notebook diffing alongside tracking. Connected storage, a query interface and visualisation help curate datasets.
Annotation is Label Studio compatible and supports multimodal data with auto-labeling on the Team plan.
Plan limits to read
The Individual plan is $0 and gives unlimited public repositories, unlimited tracking for public repositories, up to 100 tracked experiments in private repositories, up to 2 collaborators in private projects and 20 GB of storage. Private repositories are free for non-commercial use only.
Team costs $119 per user per month, or $99 per user billed yearly, with a 14-day trial, your own storage, team RBAC and up to 1 TB or 2 million files.
Enterprise deployment
Enterprise is a custom quote adding petabyte-scale data management, model deployment to your cluster, SSO with LDAP or OIDC, OpenShift compatibility and a full VPC or air-gapped on-premise install.
That is the route for organisations whose data may not leave their network.
Limitations to Consider
Prices are shown in US dollars, and Team is per seat. The free Individual plan limits private projects to non-commercial use, so a company team needs a paid plan quickly. Terms on the site were last updated in January 2022. The platform covers tracking and data work but not pipeline orchestration, for which ZenML or Valohai are the usual companions. The contracting entity is Israeli rather than EU.
Who Should Use DagsHub
Small and mid-sized ML teams that want MLflow-compatible tracking, data versioning and annotation on one platform from an Israeli vendor.
Pros and Cons
Pros
- MLflow-compatible tracking
- Data versioning and annotation on the same platform
- Free Individual plan
- Published Team price
- Air-gapped option on Enterprise
Cons
- Prices in US dollars per seat
- Private free use is non-commercial only
- Terms last updated January 2022
- Israeli rather than EU entity
Alternatives to DagsHub
Other European mlops platforms worth comparing before you decide:
ZenML
Germany · Munich open source pipeline orchestration with artifact and model tracking
Valohai
Finland · Turku platform for versioned ML runs, pipelines and GPU scheduling
Hopsworks
Sweden · Stockholm feature store with model registry and serving, free tier
UbiOps
Netherlands · Hague platform to deploy and orchestrate models on any infrastructure
See all European mlops platforms or compare them directly against Weights & Biases on our alternatives page.
Frequently Asked Questions
The platform states that its experiment tracking is compatible with MLflow, so MLflow logging code can usually be pointed at it.
The Individual plan costs $0, with unlimited public repositories and up to 100 tracked experiments in private repositories; private repositories are free for non-commercial use only.
The terms are issued by DAGsHub Ltd. and governed by Israeli law. Israel counts as European for this directory.