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OpenUBA vs Soda

OpenUBA

5.6#16 in anomaly detection software
WebAPISelf-hosted
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Soda logo

Soda

7.5#1 in anomaly detection softwareFrom $750 a month
Free planWebAPILinuxSelf-hosted
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What both publish

FactOpenUBASoda
DeploymentThe README describes the platform as Kubernetes-native and says it can be deployed to a Kind development cluster or a production Kubernetes cluster.Soda offers three deployment models based on infrastructure and data privacy needs.
Intended usersThe project README describes OpenUBA as designed for security analysts curious about how models work under the hood.Soda describes its workflow as serving data engineers, data producers and consumers, governance teams, and platform teams.
PurposeOpenUBA is an open-source User and Entity Behavior Analytics framework for security analytics.Soda is a data quality platform for monitoring data quality, catching problems early, understanding issues at source, and taking action.

OpenUBA plans

No prices published.

Soda plans

  • FreeFree
  • Team$750 a month
  • EnterprisePriced on request

Pick OpenUBA if…

It is aimed at security analysts interested in how models work under the hood. It may suit teams seeking self-hosted behavioral analytics with configurable models and rule-based alerts.

Pick Soda if…

Soda is aimed at data engineers, data producers and consumers, governance teams, and platform teams who need data checks and observability across workflows.

Charts they share