Stefan Zhelev
Data Professional
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Platform Registry

Cloud-native registry that stores and scans the platform's container images and artifacts.

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Objective

A private container/artifact registry under platform control — image storage, vulnerability scanning, replication, and signing for everything Kubernetes pulls.

Open Source Alternatives

Harbor — 9 / 10

Self-hosted CNCF graduated registry with Trivy scanning, Cosign signature support, retention policies, replication, and a proper UI. The only OSS option that competes feature-for-feature with managed cloud registries. Operational footprint is real but justified.

Zot — 7 / 10

Minimalist OCI registry. OSS, lighter than Harbor, fewer features. Right for very small or edge deployments.

Docker Distribution — 5 / 10

The reference OCI registry implementation. Bare-bones, no UI or scanning. Building block, not a product.

Quay (OSS) — 7 / 10

Red Hat-built OSS registry. Less actively evolving than Harbor; reasonable in Red Hat-aligned shops.

Managed SaaS Alternatives

GitHub Container Registry (GHCR) — 8 / 10

Bundled with GitHub. Free for public repos, integrated with GitHub Actions. Limited governance and not self-hosted; convenient when GitHub is the source of truth.

Amazon ECR — 8 / 10

AWS-managed registry. Excellent inside AWS; locked to AWS for IAM. Strong for AWS-native workloads.

JFrog Artifactory — 9 / 10

Enterprise multi-format artifact platform — containers, Maven, npm, generic. Premium pricing, deep enterprise feature set.

GitLab Registry — 7 / 10

Bundled with GitLab. Convenient if GitLab is the forge; less feature-rich than Harbor.

Docker Hub — 7 / 10

Public-first registry. Free tier rate-limited, less control. Useful for public images; weak for private platform use.

Quay.io — 7 / 10

Red Hat-hosted Quay. Convenient in Red Hat shops.

Google Artifact Registry (GAR) — 8 / 10

GCP-native registry. Strong inside GCP; locked to it.

Azure Container Registry (ACR) — 8 / 10

Azure-native registry. Same notes as ECR / GAR for Azure-locked workloads.

Harbor Cloud (various vendors) — 8 / 10

Managed Harbor hosting from third parties. Same OSS technical model, hosted.

Scoring summary

Tool Score Type Best for
Harbor 9 OSS Self-hosted OSS registry
Artifactory 9 SaaS Enterprise multi-format artifacts
GHCR 8 SaaS GitHub-native, public repos
ECR 8 SaaS AWS-native
GAR 8 SaaS GCP-native
ACR 8 SaaS Azure-native
Harbor Cloud 8 SaaS Managed Harbor
GitLab Registry 7 SaaS GitLab-bundled
Docker Hub 7 SaaS Public images
Quay.io 7 SaaS Red Hat-aligned
Quay (OSS) 7 OSS Red Hat-aligned self-hosted
Zot 7 OSS Minimalist OCI
Docker Distribution 5 OSS Reference implementation

Top in this category

Top OSS pick: Harbor. Top managed pick: Artifactory (enterprise) or cloud-native ECR/GAR/ACR (cloud-locked).

Harbor is the unambiguous top of OSS self-hosted registries. This stack’s pick is the category top.

Work Experience

Epic Data Operations 7 months
Octopyth Data Engineering and Operations 1 year 11 months
MiFinity Business Intellignece Manager (1 direct report) 7 months
Nexo Senior Data Engineer (2 direct reports) 1 year 10 months
Rank Interactive Senior Data Analyst 1 year 8 months
IBM Predictive Analytics and Reporting 1 year 1 month
Hewlett-Packard Service Level Management and Reporting 6 years 2 months