Best Cloudera AI Registry Alternatives in 2026
Taken from Model Registry Software, where Cloudera AI Registry is listed too, in the same order.
- 1
8.6 Club scoreWeights & Biases
Weights & Biases is an AI developer platform for creating agents, applications, and machine-learning models.
- Free plan
- Windows · macOS · Linux · Web
- 2
8.5 Club scoreComet
Comet brings together Opik for observing and evaluating generative AI applications and agents, and MLOps for machine-learning workflows.
- Free plan
- Windows · macOS · Linux · Web
- 3 8.4 Club score
Databricks Notebooks
Databricks Notebooks is a web-based environment for data and machine-learning work.
- Free plan
- Windows · macOS · Linux · Web
- 4
8.3 Club scoreDagsHub
DagsHub helps developers and teams manage machine-learning projects from data collection and curation through annotation, experimentation, and model management.
- Free plan
- Windows · macOS · Linux · Web
- 5
8.1 Club scoreClearML
ClearML is an AI infrastructure platform organized into an Infrastructure Control Plane, an AI Development Center, and a GenAI App Engine.
- Free plan
- Windows · macOS · Linux · Web
- 6
8.0 Club scoreZenML
ZenML orchestrates AI and machine-learning pipelines and agents written in Python.
- Free plan
- Windows · macOS · Linux · Web
- 7
7.8 Club scoreMLRun
MLRun is an open-source framework for orchestrating machine-learning and generative-AI applications across their lifecycles.
- Free plan
- Windows · macOS · Linux · Web
- 8 7.7 Club score
Snowflake CoCo
Snowflake CoCo is an AI coding agent for data engineering, analytics, machine learning, and agent-building work in Snowflake.
- Free trial
- Windows · macOS · Linux · Web
- 9 7.5 Club score
TrueFoundry AI Gateway
TrueFoundry AI Gateway sits between applications and model providers to manage AI access, routing, governance, observability, security, and cost controls.
- Free plan
- Web · API · Self-hosted
- 10
7.5 Club scoreHopsworks AI Lakehouse
Hopsworks AI Lakehouse is a platform for building batch, real-time, and LLM AI systems using open standards.
- Free plan
- Linux · Web · API · Self-hosted
- 11
7.3 Club scoreKubeflow Notebooks
Kubeflow Notebooks provides hosted, interactive environments for AI, machine learning, and data work inside Kubernetes clusters.
- Free plan
- Web · Self-hosted
- 12 7.3 Club score
Jozu Hub
Jozu Hub is a registry for models, agents, MCPs, and skills that checks artifacts before they run and supports governance and auditability.
- Free plan
- Web · API · Self-hosted
- 13
7.1 Club scoreValohai
Valohai is an MLOps platform for coordinating machine-learning workflows while managing experiments, datasets, pipelines, and compute.
- Free trial
- Linux · Web · API · Self-hosted
- 14 7.1 Club score
MLflow Model Registry
MLflow Model Registry is a centralized model store, API, and interface for managing machine-learning model lifecycles.
- Free plan
- Linux · Web · API · Self-hosted
- 15
7.1 Club scorePolyaxon
Polyaxon is an AI engineering control plane for running machine-learning training, inference, and agent workloads on Kubernetes.
- Free plan
- Web · API · Self-hosted
- 16
7.0 Club scoreOracle Database
Oracle Database is a converged database platform for combining data models and workloads in one engine.
- Free plan
- Self-hosted
- 17
6.9 Club scoreDataRobot
DataRobot provides a platform to develop, deliver and govern agentic, generative and predictive AI solutions.
- Free trial
- Linux · Web · API · Self-hosted
- 18
6.8 Club scoreVertex AI Vector Search
Vertex AI Vector Search is Google Cloud’s vector search engine for semantic search, recommendations, and generative AI applications.
- Free trial
- Web · API
- 19 6.7 Club score
JFrog ML
- Free trial
- Web · API · Self-hosted
- 20 6.6 Club score
Radiant AI Cloud Model Registry
Radiant AI Cloud Model Registry is a centralized repository for managing, versioning, and preparing custom AI models for deployment.
- Windows · macOS · Linux · Web