MLflow Model Registry
6.2#9 in model registry softwareFree planFree planWebAPILinuxSelf-hosted
VisitMLflow Model Registry vs TrueFoundry AI Gateway
TrueFoundry AI Gateway
7.6#3 in model registry softwareFrom $499 a monthFree planWebAPILinuxSelf-hosted
VisitWhat both publish
| Fact | MLflow Model Registry | TrueFoundry AI Gateway |
|---|---|---|
| Deployment | MLflow provides an official Helm chart for deploying a self-hosted instance on Kubernetes. | The gateway supports SaaS and, for Enterprise, VPC, on-premises and air-gapped deployment options. |
| Purpose | MLflow Model Registry is a centralized model store, API, and UI for managing the lifecycle of machine learning models. | TrueFoundry AI Gateway sits between applications and model providers to manage AI model access, routing, governance, observability, security and cost controls. |
MLflow Model Registry plans
- Open SourceFree
TrueFoundry AI Gateway plans
- DeveloperFree
- Pro$499 a month
- Pro Plus$2,999 a month
- TrueFoundry Pro (AWS Marketplace)$6,250 a month
- TrueFoundry Enterprise (AWS Marketplace)$12,500 a month
- TrueFoundry On-Prem (AWS Marketplace)$16,666.66 a month
Pick MLflow Model Registry if…
The registry suits solo data scientists as well as large machine-learning platform teams. It is relevant to teams that need model versioning, lineage, or deployment workflows.
Pick TrueFoundry AI Gateway if…
It suits teams that need a shared gateway to manage model access, routing, usage, and governance. Enterprise deployment options may suit organizations that need VPC, on-premises, or air-gapped hosting.