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Best MLflow Model Registry Alternatives in 2026

12 apps from model registry software ranked against MLflow Model Registry on the same published basis.

1
Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo7.3
MLflow Model Registry vs Weights & Biases
2
Comet Free plan apiLinuxMacself-hostedWeb $19/mo7.2
MLflow Model Registry vs Comet
3
ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.1
MLflow Model Registry vs ClearML
4
ZenML Free plan apiLinuxMacself-hostedWeb $999/mo7.1
MLflow Model Registry vs ZenML
5
MLRun Free plan apiLinuxMacself-hostedWeb Free7.0
MLflow Model Registry vs MLRun
6
GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo6.9
MLflow Model Registry vs GitLab Package Registry
7
Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free6.8
MLflow Model Registry vs Hopsworks AI Lakehouse
9
Amazon SageMaker Autopilot Free trial apiWeb 6.7
MLflow Model Registry vs Amazon SageMaker Autopilot
10
DagsHub Free plan apiself-hostedWeb $8.25/mo6.7
MLflow Model Registry vs DagsHub
11
Databricks Notebooks Free plan Web Free6.7
MLflow Model Registry vs Databricks Notebooks
12
TrueFoundry AI Gateway Free plan apiself-hostedWeb $25/mo6.7
MLflow Model Registry vs TrueFoundry AI Gateway
13
Snowflake CoCo Free trial apiLinuxMacWebWin 6.4
MLflow Model Registry vs Snowflake CoCo

Make your app an alternative to MLflow Model Registry

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