MLRun

MLRun is ranked #4 of 37 in ML experiment tracking software on Freedom251. It runs on API, Linux, macOS, Self-hosted, Web, Windows. There is a free plan. A free trial is offered.

MLRun plans and pricing

All plans

Open Source MLRun Free Community support iguazio.com · 30 Sept 2026

Managed MLRun on Iguazio Not published LDAP integration · 24/7 enterprise support · service monitoring iguazio.com · 30 Sept 2026

Compared on ML experiment tracking software

Model registry: Yes

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MLRun

Purpose: MLRun is an open-source AI orchestration framework for managing machine-learning and generative-AI applications across their lifecycles.
Automation: MLRun automates data preparation, model tuning, customization, validation and optimization of ML models and LLMs over elastic resources.
Deployment: MLRun supports multi-cloud, hybrid and on-premises deployment options with built-in observability.
Feature store: The MLRun feature store automates collection, transformation, storage, cataloging, serving and monitoring of data features.
Deployment options: The documented deployment options are Kubernetes, an AWS cluster, an Azure AKS cluster and Iguazio's managed service.
Free trial: Iguazio provides a 14-day free trial for its managed MLRun service.
Integrations: The ecosystem lists GitHub Actions, GitLab CI/CD, Jenkins and Kubeflow Pipelines for CI/CD integration.
Technology ecosystem: Supported ecosystem components include S3, Google Cloud Storage, Azure, BigQuery, Snowflake, Kafka, Spark, Dask, Horovod, Kubernetes, PyTorch, TensorFlow, XGBoost and ONNX.
Browser support: The MLRun browser interface runs on Chrome and Firefox.
Security: Managed MLRun provides LDAP integration, user and group management, service authentication and authorization, and secured API-gateway authentication.
Support: The open-source offering includes community support, while managed MLRun includes 24/7 enterprise support, service monitoring and log management.
Collaboration: MLRun provides one technology stack for data engineers, data scientists and machine-learning engineers.
Price from: Free

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Where it ranks on Freedom251

Best ML Experiment Tracking Software in 2026#4 of 37
Best Model Registry Software in 2026#4 of 33
Best MLOps Platforms in 2026#3 of 25

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Sources

mlrun.org· checked 30 Sept 2026
iguazio.com/open-source/mlrun/· checked 30 Sept 2026
docs.mlrun.org/en/stable/· checked 30 Sept 2026
docs.mlrun.org/en/latest/index.html· checked 30 Sept 2026
docs.mlrun.org/en/latest/projects/ci-integration.html· checked 30 Sept 2026
docs.mlrun.org/en/stable/ecosystem.html· checked 30 Sept 2026