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Model Registry Software

Alternatives to Jozu Hub

The tools Specifiction weighs against Jozu Hub, from its list of model registry software, each with its plans, platforms and spec score.

  1. 01 Comet

    Opik suits teams building applications or agents that make LLM calls, while MLOps is designed for teams building and training machine-learning models.

    From $19/mo Free plan Web · Windows · macOS · Linux
    9.3 Visit Specs
  2. 02 DagsHub

    DagsHub suits ML developers and teams that need shared data, experiment, and model management.

    From $8.25/mo Free plan Web · Windows · macOS · Linux
    9.3 Visit Specs
  3. 03 ClearML

    ClearML suits teams managing AI/ML work across GPU infrastructure and model development, especially those needing cloud, on-premises, hybrid, or self-hosted deployment.

    From $15/mo Free plan Web · Windows · macOS · Linux
    8.7 Visit Specs
  4. 04 TrueFoundry AI Gateway

    It suits teams that need a common interface for model access, routing, usage monitoring, and controls.

    From $25/mo Free plan Web · Linux · API · Self-hosted
    8.6 Visit Specs
  5. 05 Hopsworks AI Lakehouse

    It suits developers, data scientists, platform engineers, security engineers, and administrators building AI systems around lakehouse data.

    Free plan Web · Linux · API · Self-hosted
    8.0 Visit Specs
  6. 06 DataRobot

    DataRobot is aimed at global enterprises, including regulated organizations in manufacturing, public sector, life sciences, insurance, financial services, and other listed sectors.

    Free trial Web · Linux · API · Self-hosted
    7.9 Visit Specs
  7. 07 JFrog ML
    Free trial Web · API · Self-hosted
    7.9 Visit Specs
  8. 08 Oracle Database
    Free plan Self-hosted
    7.8 Visit Specs
  9. 09 ZenML

    The Open Source plan is described for individuals and small teams; Scale targets teams running ML in production.

    From $999/mo Free plan Web · Windows · macOS · Linux
    7.8 Visit Specs
  10. 10 MLflow Model Registry

    The registry suits solo data scientists and larger machine-learning platform teams that need model versioning and lifecycle workflows.

    Free plan Web · Linux · API · Self-hosted
    7.7 Visit Specs
  11. 11 MLRun

    MLRun provides a shared technology stack for data engineers, data scientists, and machine-learning engineers.

    Free plan Web · Windows · macOS · Linux
    7.7 Visit Specs
  12. 12 C3 AI Demand Planning

    This application suits demand planners and business leaders coordinating finance, operations, and compliance teams around forecasts.

    Web · API · Self-hosted
    7.5 Visit Specs
  13. 13 Deeploy
    Web · API · Self-hosted
    7.4 Visit Specs
  14. 14 Red Hat OpenShift Pipelines

    It suits teams delivering applications on OpenShift, particularly decentralized teams working with microservice-based architectures.

    Free trial Web · Linux · API · Self-hosted
    7.4 Visit Specs
  15. 15 Valohai
    Free trial Web · Linux · API · Self-hosted
    7.4 Visit Specs
  16. 16 Polyaxon

    It suits AI and machine-learning teams running workloads on Kubernetes that need experiment tracking, orchestration and observability.

    Free plan Web · API · Self-hosted
    7.3 Visit Specs
  17. 17 Kubeflow Notebooks
    Web · Self-hosted
    7.1 Visit Specs
  18. 18 ModelOp Center
    API · Self-hosted
    7.1 Visit Specs
  19. 19 Vertex AI Vector Search

    It suits teams building semantic or hybrid search, recommendation, retrieval-augmented generation, chatbot, and multimodal applications on Google Cloud.

    Free trial Web · API
    7.0 Visit Specs
  20. 20 Cloudera AI Registry
    From $0.20/mo Web
    6.9 Visit Specs
  21. 21 Snowflake Feature Store

    It suits data-science and machine-learning teams already working in Snowflake who need governed feature creation, lineage, and serving.

    Web · API
    6.9 Visit Specs
  22. 22 Radiant AI Cloud Model Registry
    Web · Windows · macOS · Linux
    6.7 Visit Specs
  23. 23 SAP Joule Studio

    It is intended for developers, architects, and technically oriented business teams building enterprise AI solutions across SAP and third-party systems.

    Web
    6.7 Visit Specs
  24. 24 Azure Machine Learning

    Azure Machine Learning suits teams needing web-based forecasting, evaluation, automated learning or model deployment.

    Web
    6.5 Visit Specs
  25. 25 IBM watsonx.governance
    From $0.64/mo Web
    6.4 Visit Specs
  26. 26 Amazon SageMaker AI
    Web
    6.0 Visit Specs
  27. 27 Cloudera AI Workbench
    Web
    6.0 Visit Specs
  28. 28 Databricks Mosaic AI
    Web
    5.9 Visit Specs
  29. 29 Domino Enterprise AI Platform
    Web
    5.9 Visit Specs
  30. 30 GitLab Model Registry
    Web
    5.8 Visit Specs

Jozu Hub, head to head