JFrog Artifactory vs. dstack Comparison


JFrog Artifactory JFrog	dstack	+	+
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About The Industry Standard Universal Binary Repository Manager. Supports all major package types (over 27 and growing) such as Maven, npm, Python, NuGet, Gradle, Go, and Helm including Kubernetes and Docker as well as integration with leading CI servers and DevOps tools that you already use. Additional functionalities include: - High Availability that scales to infinity with active/active clustering of your DevOps environment and scales as business grows - On-Prem, Cloud, Hybrid, or Multi-Cloud Solution - De Facto Kubernetes Registry managing application packages, operating system’s component dependencies, open source libraries, Docker containers, and Helm charts with full visibility of all dependencies. Compatible with a growing list of Kubernetes cluster providers.	About dstack is an orchestration layer designed for modern ML teams, providing a unified control plane for development, training, and inference on GPUs across cloud, Kubernetes, or on-prem environments. By simplifying cluster management and workload scheduling, it eliminates the complexity of Helm charts and Kubernetes operators. The platform supports both cloud-native and on-prem clusters, with quick connections via Kubernetes or SSH fleets. Developers can spin up containerized environments that link directly to their IDEs, streamlining the machine learning workflow from prototyping to deployment. dstack also enables seamless scaling from single-node experiments to distributed training while optimizing GPU usage and costs. With secure, auto-scaling endpoints compatible with OpenAI standards, it empowers teams to deploy models quickly and reliably.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers, DevOps Engineers	Audience Machine learning teams and enterprises seeking a unified, cost-efficient orchestration layer to manage GPU-based development, training, and inference across cloud, Kubernetes, and on-prem environments
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Supported Free Trial Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 4.0 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros Intuitive interface. Supports wide range on repository types. Integrates well with CI/CD tools. Supports Cloud as well as on-premise deployment. Secure authentication. Cons Open Source version does not support Docker registry. Large number of artifacts makes it slow down.
Training Documentation Supported Webinars Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information JFrog Founded: 2008 United States jfrog.com	Company Information dstack Founded: 2022 Germany dstack.ai/
Alternatives Container Registry 8gears	Alternatives KubeGrid
Buildstash	Kubermatic Kubernetes Platform Kubermatic
Cloudsmith	JFrog Artifactory JFrog
JFrog	Project Calico
GitLab View All	CAPE Biqmind View All
Categories Application Development Supported Artifact Management Supported Cloud Infrastructure Automation Supported Continuous Delivery Supported DevOps Supported Repository Management Supported	Categories AI Control Planes Supported AI Development Supported
Show More Features Application Development Features Access Controls/Permissions Supported Code Assistance Not Supported Code Refactoring Supported Collaboration Tools Supported Compatibility Testing Supported Data Modeling Supported Debugging Supported Deployment Management Supported Graphical User Interface Supported Mobile Development Supported No-Code Supported Reporting/Analytics Supported Software Development Supported Source Control Supported Testing Management Not Supported Version Control Supported Web App Development Not Supported
Integrations ActiveState Supported Azure Marketplace Supported Cloud Maker Supported DROPS Supported FOSSA Supported Fianu Supported IBM DevOps Deploy Supported JFrog Connect Supported Kaholo Supported Kantata Supported Legit Security Supported Mend.io Supported Microsoft Azure Not Supported ModelOp Supported Quickwork Supported ReleaseIQ Supported Sysdig Monitor Supported ThreatMapper Supported ThreatStryker Supported Show More Integrations View All 42 Integrations	Integrations ActiveState Not Supported Azure Marketplace Not Supported Cloud Maker Not Supported DROPS Not Supported FOSSA Not Supported Fianu Not Supported IBM DevOps Deploy Not Supported JFrog Connect Not Supported Kaholo Not Supported Kantata Not Supported Legit Security Not Supported Mend.io Not Supported Microsoft Azure Supported ModelOp Not Supported Quickwork Not Supported ReleaseIQ Not Supported Sysdig Monitor Not Supported ThreatMapper Not Supported ThreatStryker Not Supported Show More Integrations View All 4 Integrations
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