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What is dstack?

dstack is a powerful orchestration platform that unifies GPU management for machine learning workflows across cloud, Kubernetes, and on-premise environments. Instead of requiring teams to manage complex Helm charts, Kubernetes operators, or manual infrastructure setups, dstack offers a simple declarative interface to handle clusters, tasks, and environments. It natively integrates with top GPU cloud providers for automated provisioning, while also supporting hybrid setups through Kubernetes and SSH fleets. Developers can easily spin up containerized dev environments that connect to local IDEs, allowing them to test, debug, and iterate faster. Scaling from small single-node experiments to large distributed training jobs is effortless, with dstack handling orchestration and ensuring optimal resource efficiency. Beyond training, it enables production deployment by turning any model into a secure, auto-scaling endpoint compatible with OpenAI APIs. The proprietary design ensures lower GPU costs and avoids vendor lock-in, making it attractive for teams balancing flexibility and scalability. Real-world users highlight how dstack accelerates workflows, reduces operational burdens, and improves access to affordable GPUs across multiple providers. Teams benefit from faster iteration cycles, improved collaboration, and simplified governance, especially in enterprise setups. With open-source availability, enterprise support, and quick setup, dstack empowers ML teams to focus on research and innovation rather than infrastructure complexity.

What is IONOS Cloud Managed Kubernetes?

IONOS Cloud Managed Kubernetes is a powerful platform designed for the effective management of containerized applications, providing a fully automated Kubernetes environment that simplifies the deployment, scaling, and administration of container workloads. With this solution, users can quickly set up and manage Kubernetes clusters and node pools without needing to deal with the intricacies of the underlying infrastructure. The platform supports the automated creation of clusters on virtual servers, allowing developers to tailor hardware specifications—such as CPU type, the quantity of CPUs per node, RAM, storage capacity, and overall performance—to meet specific workload requirements. Built for distributed production environments, it features integrated persistent storage to ensure reliable operation for both stateless applications and stateful services. Additionally, the auto-scaling capability dynamically adjusts resources in response to demand, guaranteeing stable performance and availability during peak traffic while preventing unnecessary overprovisioning. This streamlined orchestration not only boosts operational efficiency but also enables teams to direct their efforts more towards innovation rather than dealing with infrastructure challenges, ultimately enhancing productivity and responsiveness in a fast-paced digital landscape.

Media

Media

Integrations Supported

Amazon Web Services (AWS)
Google Cloud Platform
IONOS
Kubernetes
Microsoft Azure
Python

Integrations Supported

Amazon Web Services (AWS)
Google Cloud Platform
IONOS
Kubernetes
Microsoft Azure
Python

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$0.05 per hour
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

dstack

Date Founded

2022

Company Location

Germany

Company Website

dstack.ai/

Company Facts

Organization Name

IONOS

Date Founded

1988

Company Location

Germany

Company Website

cloud.ionos.com/managed/kubernetes

Categories and Features

Categories and Features

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