Tetrate vs. dstack Comparison


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About Connect and manage applications across clusters, clouds, and data centers. Coordinate app connectivity across heterogeneous infrastructure from a single management plane. Integrate traditional workloads into your cloud-native application infrastructure. Create tenants within your business to define fine-grained access control and editing rights for teams on shared infrastructure. Audit the history of changes to services and shared resources from day zero. Automate traffic shifting across failure domains before your customers notice. TSB sits at the application edge, at cluster ingress, and between workloads in your Kubernetes and traditional compute clusters. Edge and ingress gateways route and load balance application traffic across clusters and clouds while the mesh controls connectivity between services. A single management plane configures connectivity, security, and observability for your entire application network.	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 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	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 Enterprises seeking a solution to manage their multi-cluster, multi-cloud, and hybrid cloud operations	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 Not Supported 24/7 Live Support Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API 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 Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
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	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

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 Tetrate United States www.tetrate.io	Company Information dstack Founded: 2022 Germany dstack.ai/
Alternatives kgateway Cloud Native Computing Foundation	Alternatives KubeGrid
Kong Mesh Kong	Kubermatic Kubernetes Platform Kubermatic
Kuma	JFrog Artifactory JFrog
F5 NGINX Gateway Fabric F5	Project Calico
Google Cloud Traffic Director Google View All	k0rdent Mirantis View All
Categories DevOps Supported Service Mesh Supported	Categories AI Control Planes Supported AI Development Supported

Integrations Amazon Web Services (AWS) Supported Google Cloud Platform Supported Microsoft Azure Supported AVX ONE Supported Amazon EKS Supported Amazon EKS Anywhere Supported Azure Kubernetes Service (AKS) Supported Cequence Security Supported CyberArk Machine Identity Security Supported Envoy Supported Google Kubernetes Engine (GKE) Supported Istio Supported Keyfactor Command for IoT Supported Kubernetes Supported Python Not Supported k0rdent Supported Show More Integrations View All 17 Integrations	Integrations Amazon Web Services (AWS) Supported Google Cloud Platform Supported Microsoft Azure Supported AVX ONE Not Supported Amazon EKS Not Supported Amazon EKS Anywhere Not Supported Azure Kubernetes Service (AKS) Not Supported Cequence Security Not Supported CyberArk Machine Identity Security Not Supported Envoy Not Supported Google Kubernetes Engine (GKE) Not Supported Istio Not Supported Keyfactor Command for IoT Not Supported Kubernetes Not Supported Python Supported k0rdent Not Supported Show More Integrations View All 4 Integrations
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