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.
- 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 · Linux9.3 Visit Specs - 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 · Linux9.3 Visit Specs - 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 · Linux8.7 Visit Specs - 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-hosted8.6 Visit Specs - 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-hosted8.0 Visit Specs - 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-hosted7.9 Visit Specs - 07 JFrog ML Free trial Web · API · Self-hosted7.9 Visit Specs
- 08
Oracle Database Free plan Self-hosted7.8 Visit Specs - 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 · Linux7.8 Visit Specs - 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-hosted7.7 Visit Specs - 11
MLRun MLRun provides a shared technology stack for data engineers, data scientists, and machine-learning engineers.
Free plan Web · Windows · macOS · Linux7.7 Visit Specs - 12
C3 AI Demand Planning This application suits demand planners and business leaders coordinating finance, operations, and compliance teams around forecasts.
Web · API · Self-hosted7.5 Visit Specs - 13
Deeploy Web · API · Self-hosted7.4 Visit Specs - 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-hosted7.4 Visit Specs - 15
Valohai Free trial Web · Linux · API · Self-hosted7.4 Visit Specs - 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-hosted7.3 Visit Specs - 17
Kubeflow Notebooks Web · Self-hosted7.1 Visit Specs - 18
ModelOp Center API · Self-hosted7.1 Visit Specs - 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 · API7.0 Visit Specs - 20
Cloudera AI Registry From $0.20/mo Web6.9 Visit Specs - 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 · API6.9 Visit Specs - 22 Radiant AI Cloud Model Registry Web · Windows · macOS · Linux6.7 Visit Specs
- 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.
Web6.7 Visit Specs - 24
Azure Machine Learning Azure Machine Learning suits teams needing web-based forecasting, evaluation, automated learning or model deployment.
Web6.5 Visit Specs - 25 IBM watsonx.governance From $0.64/mo Web6.4 Visit Specs
- 26 Amazon SageMaker AI Web6.0 Visit Specs
- 27 Cloudera AI Workbench Web6.0 Visit Specs
- 28 Databricks Mosaic AI Web5.9 Visit Specs
- 29 Domino Enterprise AI Platform Web5.9 Visit Specs
- 30 GitLab Model Registry Web5.8 Visit Specs