Velda vs. dstack Comparison


Velda	dstack	+	+
Learn More Update Features	Learn More Update Features	Add To Compare	Add To Compare


		Related Products Google Cloud Platform Google Cloud is a cloud-based service that allows you to create anything from simple websites to complex applications for businesses of all sizes. New customers get $300 in free credits to run, test, and deploy workloads. All customers can use 25+ products for free, up to monthly usage limits. Use Google's core infrastructure, data analytics & machine learning. Secure and fully featured for all enterprises. Tap into big data to find answers faster and build better products. Grow from prototype to production to planet-scale, without having to think about capacity, reliability or performance. From virtual machines with proven price/performance advantages to a fully managed app development platform. Scalable, resilient, high performance object storage and databases for your applications. State-of-the-art software-defined networking products on Google’s private fiber network. Fully managed data warehousing, batch and stream processing, data exploration, Hadoop/Spark, and messaging. 61,066 Ratings Visit Website Google Cloud Run Cloud Run is a fully-managed compute platform that lets you run your code in a container directly on top of Google's scalable infrastructure. We’ve intentionally designed Cloud Run to make developers more productive - you get to focus on writing your code, using your favorite language, and Cloud Run takes care of operating your service. Fully managed compute platform for deploying and scaling containerized applications quickly and securely. Write code your way using your favorite languages (Go, Python, Java, Ruby, Node.js, and more). Abstract away all infrastructure management for a simple developer experience. Build applications in your favorite language, with your favorite dependencies and tools, and deploy them in seconds. Cloud Run abstracts away all infrastructure management by automatically scaling up and down from zero almost instantaneously—depending on traffic. Cloud Run only charges you for the exact resources you use. Cloud Run makes app development & deployment simpler. 349 Ratings Visit Website Compute with Hivenet Hivenet Compute gives you on-demand RTX 5090 and RTX Pro 6000 GPUs, plus vCPU instances, billed per second while they run. Hivenet owns and operates the infrastructure, with data centres in France, the UAE and the US, so EU teams can keep workloads and data in Europe. Use it for training and fine-tuning, inference, notebooks, rendering and batch jobs. Launch from ready-made templates in a few minutes, or automate everything through the public Compute API. If you'd rather not run the serving layer yourself, the Inference API gives you an OpenAI-compatible endpoint. Teams get organisations with role-based access, prepaid credits, and S3-compatible object storage alongside hivenet compute. 4 Ratings Visit Website Codemagic Codemagic macOS build machines make building hybrid applications seamless thanks to the ever-growing list of preinstalled software available. Set up your Cordova Android and iOS app builds and workflows in a single, easy-to-configure codemagic.yaml file. Ensure the health of your Android and iOS apps with automated tests on simulators, emulators and real devices, and receive immediate feedback on build results. Codemagic integrates with Apple Developer Portal for easy iOS code signing and allows you to deploy to App Store Connect and Google Play without delay. Set up your React Native app builds and workflows in a single, easy-to-configure codemagic.yaml file. Codemagic’s macOS build machines come with multiple Xcode versions, Android SDK and npm preinstalled for hassle-free Android and iOS builds. Codemagic makes it easy to automate the testing of your React Native apps on simulators, emulators and real devices. 138 Ratings Visit Website Apify Apify is a full-stack web scraping and automation platform helping anyone get value from the web. At its core is Apify Store, a marketplace with over 10,000 Actors where developers build, publish, and monetize automation tools. Actors are serverless cloud programs that extract data, automate web tasks, and run AI agents. Developers build them using JavaScript, Python, or Crawlee, Apify's open-source library. Build once, publish to Store, and earn when others use it. Thousands of developers do this - Apify handles infrastructure, billing, and monthly payouts. Apify Store has ready-made Actors for scraping Amazon, Google Maps, social media, tracking prices, lead-gen, and more. Actors handle proxies, CAPTCHAs, JavaScript rendering, headless browsers, and scaling. Everything runs on Apify's cloud with 99.95% uptime. SOC2, GDPR, and CCPA compliant. Integrate with Zapier, Make, n8n, and LangChain. Apify's MCP server lets AI like Claude dynamically discover and use Actors 1,800 Ratings Visit Website Runpod Runpod offers a cloud-based platform designed for running AI workloads, focusing on providing scalable, on-demand GPU resources to accelerate machine learning (ML) model training and inference. With its diverse selection of powerful GPUs like the NVIDIA A100, RTX 3090, and H100, Runpod supports a wide range of AI applications, from deep learning to data processing. The platform is designed to minimize startup time, providing near-instant access to GPU pods, and ensures scalability with autoscaling capabilities for real-time AI model deployment. Runpod also offers serverless functionality, job queuing, and real-time analytics, making it an ideal solution for businesses needing flexible, cost-effective GPU resources without the hassle of managing infrastructure. 230 Ratings Visit Website Dragonfly Dragonfly is a drop-in Redis replacement that cuts costs and boosts performance. Designed to fully utilize the power of modern cloud hardware and deliver on the data demands of modern applications, Dragonfly frees developers from the limits of traditional in-memory data stores. The power of modern cloud hardware can never be realized with legacy software. Dragonfly is optimized for modern cloud computing, delivering 25x more throughput and 12x lower snapshotting latency when compared to legacy in-memory data stores like Redis, making it easy to deliver the real-time experience your customers expect. Scaling Redis workloads is expensive due to their inefficient, single-threaded model. Dragonfly is far more compute and memory efficient, resulting in up to 80% lower infrastructure costs. Dragonfly scales vertically first, only requiring clustering at an extremely high scale. This results in a far simpler operational model and a more reliable system. 16 Ratings Visit Website Innoslate SPEC Innovations’ flagship model-based systems engineering solution can help your team reduce time-to-market, cost, and risk on even some of the most complex systems. This cloud or on-premise application uses a modern web browser, with an intuitive graphical user interface. Innoslate’s full lifecycle capabilities include: • Requirements Management • Documents Management • Modeling • Discrete Event Simulator • Monte Carlo Simulator • DoDAF Models and Views • Database Management • Test Management with full reports, status updates, results, and more. • Real Time Collaboration 98 Ratings Visit Website Eurekos Eurekos is the customer training LMS built to educate the world outside your organization – partners, distributors and resellers. Most companies spend years perfecting their product, then hand customers a repurposed employee training course and hope for the best. When those customers churn, the product gets the blame. Usually, the training is the problem. Eurekos fixes that. We help you turn customer education from a cost into a revenue stream, by selling courses, accreditations and learning paths directly through the platform. The same thinking runs through the entire LMS – from customizable customer portals to certifications, eCommerce, built-in content authoring and ISO/IEC 27001 & 27701-certified security. Our smart learning assistant, Saga AI, powers deep content discovery (including inside SCORM files). Everything you need to run a world-class external training operation. It's why we’re trusted by 500,000+ learners across 100+ countries worldwide. 103 Ratings Visit Website Foxit Document Workflow APIs Foxit provides a powerful suite of cloud-native APIs that help organizations automate, secure, and modernize document workflows. Built on scalable REST architecture, Foxit APIs enable developers to generate, convert, extract, sign, and display documents directly within applications—eliminating manual processes and accelerating digital operations. The Foxit PDF Services API supports high-volume PDF automation, including conversion, extraction, optimization, and redaction. The Document Generation API creates dynamic PDFs and DOCX files from templates and real-time business data. The Foxit eSign API embeds legally binding eSignature workflows with full audit trails and compliance support. The PDF Embed API delivers customizable in-app PDF viewing, annotations, and secure access controls. Together, Foxit APIs provide a secure, scalable foundation for end-to-end document automation and digital transformation. 8 Ratings Visit Website
About Velda provides development environment where developer can directly run job in the cloud/cluster, with zero extra setup. This gives developer on-demand access to compute (e.g. GPUs) needed to run machine learning training, simulation, batch jobs, or anything where HPC is desired, and with local-like experience and full customizability.	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 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 Machine learning, AI research, Bio-tech, Robotics, Graphic development, FinTech, Data processing	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 Not 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 No images available	Screenshots and Videos View more images or videos
Pricing Open source available. Contact for enterprise pricing. Free Version 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 Not Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Velda Founded: 2025 United States velda.io	Company Information dstack Founded: 2022 Germany dstack.ai/
Alternatives AWS HPC Amazon	Alternatives KubeGrid
Charg	Kubermatic Kubernetes Platform Kubermatic
Ansys Cloud Direct Ansys	JFrog Artifactory JFrog
mogenius	Project Calico
Spot Ocean Spot by NetApp View All	k0rdent Mirantis View All
Categories Application Development 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 Not Supported Collaboration Tools Not Supported Compatibility Testing Not Supported Data Modeling Not Supported Debugging Not Supported Deployment Management Supported Graphical User Interface Supported Mobile Development Not Supported No-Code Not Supported Reporting/Analytics Not Supported Software Development Supported Source Control Not Supported Testing Management Not Supported Version Control Not Supported Web App Development Not Supported
Integrations Amazon EC2 Supported Amazon Web Services (AWS) Not Supported Google Cloud Platform Not Supported Google Compute Engine Supported Kubernetes Supported Microsoft Azure Not Supported Python Not Supported View All 3 Integrations	Integrations Amazon EC2 Not Supported Amazon Web Services (AWS) Supported Google Cloud Platform Supported Google Compute Engine Not Supported Kubernetes Not Supported Microsoft Azure Supported Python Supported View All 4 Integrations
Claim Velda and update features and information Claim Velda and update features and information	Claim dstack and update features and information Claim dstack and update features and information