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Head-to-head · Model Registry Software

Cloudera AI Registry vs Domino Enterprise AI Platform

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Cloudera AI Registry #2 in Model Registry Software 9.2/10 Pricing on request ✓ 4 of 6 features Visit Cloudera
Domino Enterprise AI Platform #5 in Model Registry Software 8.7/10 Pricing on request ✓ 0 of 6 features Visit Domino

Cloudera AI Registry leads on 0 checks, Domino Enterprise AI Platform on 0, and 5 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreCloudera AI Registry · 9.2/10
  • Most featuresCloudera AI Registry · 4 of 6

Cloudera AI Registry scores higher on our rubric for model registry software: 9.2 against 8.7 out of 10; our editors rank them #2 and #5.

Cloudera AI Registry is the better fit for cloudera platform users. Domino Enterprise AI Platform is the better fit for enterprise AI teams needing governance and compute.

  • Cloudera AI Registry fits best

    Cloudera platform users

  • Domino Enterprise AI Platform fits best

    Enterprise AI teams needing governance and compute

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Cloudera AI Registry 9.2/10 Visit ↗ Domino Enterprise AI Platform 8.7/10 Visit ↗
At a glance
Editor score 9.2 8.7
Ranking #2 in Model Registry Software #5 in Model Registry Software
Best for Cloudera platform users Enterprise AI teams needing governance and compute
Pricing model Paid Paid
Starting price Pricing on request —
Free plan Not checked yet —
Free trial — —
Deployment Cloud Cloud, Self-hosted
Platforms Web Web
Support Phone, Community, Docs Docs · 24/7
Integrations 4 integrations 8 integrations
Built for Enterprise, Mid-market Enterprise
Features Cloudera AI Registry 4/6 · Domino Enterprise AI Platform 0/6
Model versioning ✓ (best) Not checked yet
Approval workflows Not checked yet Not checked yet
Model lineage ✓ (best) Not checked yet
Deployment tracking ✓ (best) Not checked yet
Model aliases Not checked yet Not checked yet
Artifact storage ✓ (best) Not checked yet
Our review
Pros
  • 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
  • Centralized registry includes lineage, model cards, and approval workflows
  • Supports batch and real-time deployment with drift monitoring and alerts
  • Offers elastic CPU and GPU compute across managed and self-managed deployments
Cons
  • 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
  • Pricing requires contacting sales
  • Enterprise capabilities require a substantial platform scope
  • Self-managed deployment adds infrastructure responsibility
Our verdict

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…

Read the review →

Domino Enterprise AI Platform is an enterprise MLOps and AI platform for organizations that develop and operate machine-learning models at scale. It combines experiment tracking, run comparison, a centralized model registry, lineage, model…

Read the review →
  1. Cloudera AI RegistryModel Registry Software 9.2Pricing on request
  2. Domino Enterprise AI PlatformModel Registry Software 8.7Pricing on request

Strengths and trade-offs

  • Cloudera AI Registry — 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

  • Domino Enterprise AI Platform — where it wins

    • Centralized registry includes lineage, model cards, and approval workflows
    • Supports batch and real-time deployment with drift monitoring and alerts
    • Offers elastic CPU and GPU compute across managed and self-managed deployments

    Where it doesn't

    • Pricing requires contacting sales
    • Enterprise capabilities require a substantial platform scope
    • Self-managed deployment adds infrastructure responsibility
  • Cloudera AI Registry9.2/10 · Pricing on request

    A focused model registry for teams operating machine learning workflows in Cloudera AI.

    Visit ClouderaFull verdict →
  • Domino Enterprise AI Platform8.7/10 · Pricing on request

    A full MLOps platform for enterprise teams that need registry governance and managed compute.

    Visit DominoFull verdict →

More comparisons

All model registry software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update