Cloudera AI Registry
Cloudera AI Registry: A focused model registry for teams operating machine learning workflows in Cloudera AI. Ranked #2 of 34 in Model Registry Software by our editors (9.2/10); pricing: Pricing on request; best for cloudera platform users.
At a glance
- Editor score9.2 / 10
- PricingPricing on request
- Best forCloudera platform users
- Founded2008 · San Jose, California, United States
- Facts checked22 Sep 2026
Where it wins
- Tracks model versions, metadata, lineage, archives, and deployment details
- Provides REST and CLI APIs for model operations and registry queries
- Connects with MLflow, CI/CD pipelines, NVIDIA NGC, and Hugging Face
Where it doesn't
- Best suited to organizations already using Cloudera AI environments
- Cloud delivery runs within Cloudera environments on AWS or Azure
- Pricing is handled through contact sales rather than a published registry rate
Our verdict on Cloudera AI Registry
Cloudera AI Registry gives organizations using Cloudera AI a central place to store and organize machine learning models, model archives, versions, metadata, dependencies, and performance information. It is aimed at enterprise MLOps workflows where teams need model discovery, lineage, version control, and deployment visibility. The registry supports deployment to Cloudera AI projects and workbenches, making it a natural fit for teams whose model development and serving processes already run within the Cloudera platform.
The registry’s strongest area is lifecycle management. It tracks lineage details such as the creator, creation time, and changes; stores archives with version tags; and displays deployment status and related information. REST and CLI APIs support model and model-version operations, while registry APIs provide search and querying. MLflow integration and support for CI/CD workflows extend the registry into established development and delivery processes. Connections with NVIDIA NGC and Hugging Face also support model workflows that include those ecosystems.
Platform fit is the main buying consideration. Cloudera AI Registry is delivered as a cloud service in Cloudera environments running on AWS or Azure, and its deployment features target Cloudera AI projects and workbenches. Pricing is handled through contact sales, with the published plans covering Cloudera AI usage rather than presenting a separate registry rate. Choose it when centralized model governance, versioning, lineage, archives, and deployment tracking are needed inside Cloudera AI. Teams seeking a standalone registry independent of Cloudera’s environment should consider a different product category fit.
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Cloudera AI Registry pricing
Cloudera AI Registry fact sheet
| Free plan | Not verified |
|---|---|
| Paid from | Not verified |
| Model versioning | Yes |
| Approval workflows | Not verified |
| Model lineage | Yes |
| Deployment tracking | Yes |
| Model aliases | Not verified |
| Artifact storage | Yes |
| Deployment | Cloud |
| Platforms | Web |
| Support | Phone, Community, Docs |
| Built for | Enterprise, Mid-market (editorial estimate) |
| Integrations | 4 integrations: MLflow, NVIDIA NGC, Hugging Face, CI/CD pipelines |
| Pricing | Pricing on request (source) |
| Website | cloudera.com |
| Facts checked | 22 Sep 2026 |
Cloudera AI Registry integrations
Cloudera AI Registry lists 4 integrations on its own site.
- MLflow
- NVIDIA NGC
- Hugging Face
- CI/CD pipelines
Alternatives to Cloudera AI Registry
- SAS Model ManagerA governance-focused registry for managing models from versioning through monitoring.9.3
- MLflow Model RegistryAn open registry for versioning, lineage, approvals, aliases, and model promotion.8.9
- W&B RegistryA registry for versioning, lineage, governance, and lifecycle management of ML artifacts.8.8
See all Cloudera AI Registry alternatives →
Cloudera AI Registry vs the competition
- Cloudera AI Registry vs SAS Model Manager
- Cloudera AI Registry vs MLflow Model Registry
- Cloudera AI Registry vs W&B Registry
- Cloudera AI Registry vs Domino Enterprise AI Platform
- Cloudera AI Registry vs JFrog ML
- Cloudera AI Registry vs Amazon SageMaker AI
Compare Cloudera AI Registry with any tool side by side →
Also Ranked In
Cloudera AI Registry is ranked in 2 of our directories.
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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