VELDA Review 2025: Best Platform to run training/ML jobs?

Are you tired of complex, time-consuming cloud setups?

Do you feel overwhelmed by constant configuration and resource management? We get it.

Many developers struggle with the friction of getting their projects from idea to production.

Aber was wäre, wenn es einen besseren Weg gäbe?

Velda promises to simplify the entire process, letting you focus on what you do best: coding.

In this review, we’ll dive deep into whether this platform lives up to the hype and if it’s truly the best cloud development platform for 2025.

What is VELDA?

Velda is a cloud platform for software engineers.

Think of it as a supercharged online workspace.

It gives you immediate access to powerful compute power without the usual hassle.

With Velda, you can run your code, build applications, and handle large amounts of Daten without any complex setup.

This platform provides a ready-made environment that you can connect to directly from tools like VS Code.

It’s designed to machen. you more productive. The founder created it to make things simpler.

Instead of spending hours to provision an environment, you can get started in seconds.

You can even use pre-built templates. This helps you quickly tackle demanding workload tasks.

It simplifies things, so you can focus on making changes and creating amazing software.

Who Created VELDA?

Velda was created by Chuan Qiu.

The company’s vision is to make cloud computing accessible and friction-free for every developer.

They aim to simplify complex setups, allowing teams to focus on innovation and collaboration rather than infrastructure management.

This goal is at the core of their platform.

Top Benefits of VELDA

• Boosted Productivity: Velda removes the friction of setting up environments, allowing you to get straight to work. This means more time spent coding and less time on configuration, directly increasing your productivity.
• Simple Onboarding: Getting a new team member up and running is fast and easy. They need to sign in to their account, and they can continue their work without a complex setup process.
• Instant Access to Power: You gain immediate access to powerful computing resources without waiting. This lets you run demanding workload tasks right away.
• No Downloads Needed: There is nothing to download or install on your local machine. You can access your full development environment directly from your web browser.
• Centralized File System: All your project files are stored in one place in the cloud. This makes it easy to manage and share your work with your team, and to access it from anywhere.
• Nahtlose Integration: It integrates with tools you already use, like VS Code. This allows you to perform any action you need without leaving your preferred interface.
• Rich Features: The platform is packed with powerful features that simplify the entire development workflow. Everything from collaboration tools to easy deployment is included, so you don’t need to look elsewhere.

Best Features of Velda

Velda offers a suite of unique features that set it apart from other cloud platforms.

These tools are designed to remove common roadblocks and supercharge your development workflow.

From simplifying complex data tasks to managing your infrastructure with a single click.

Here are some of the standout features that make Velda a powerful tool for modern developers.

1. Streamlined Data Processing

Velda simplifies handling complex data tasks with minimal setup.

It provides pre-configured environments and tools that are perfect for data-intensive projects.

This means you can focus on analyzing your data and building your models, instead of spending time on setting up the underlying infrastructure.

2. Significant Cost Savings

Using Velda can save your team money by reducing idle compute time.

The platform’s unique architecture allows it to pause environments when they’re not in use, so you only pay for what you use.

This pay-as-you-go model is much more efficient than paying for always-on servers.

3. Microservices

The platform is designed to handle modern microservice architectures with ease.

It provides the tools and environments needed to build, deploy, and manage individual services independently.

This makes it simpler to create and maintain complex, distributed applications and to scale each part of your application as needed.

4. Instant Scaling

Velda offers instant scaling to meet the demands of your workload.

When your project needs more resources, the platform can sofort provide them without any manual intervention.

This feature ensures that your applications perform well, even during peak usage, and that you have the power you need when you need it.

5. Consistent, Isolated Environments

Velda gives you a consistent environment. 

But it does not force you to use a single one. 

This allows developers to try new things. You can test new features on your own computer.

You won’t mess up anyone else’s work.

Preisgestaltung

Velda offers a flexible pricing model designed to save you money by only charging you for the resources you actually use.

 This is different from traditional cloud services, where you often pay for idle server time.

Plan	Wesentliche Merkmale	Cost
Open Source	Unlimited GPUs, run in your own cloud, all data is in your control, and community support.	$0/Monat (Free Forever)
Unternehmen	User management with Role-Based Access Control (RBAC), Single Sign-On (SSO) integration, multiple hosting options, observability, and priority support.	Individuelle Preisgestaltung (Contact Sales)

Vergleich der Merkmale

Feature	Velda	Kubernetes (K8s)	Slurm
Primary Use Case	On-demand scaling for developer workflows, data science, and AI/ML.	Orchestrating containerized applications and services.	Workload management for High-Performance Computing (HPC) and batch jobs.
Scaling Philosophy	Instant, zero-setup scaling for individual tasks.	Elastic scaling for dynamic applications to meet fluctuating traffic.	Scheduled scaling within a fixed cluster, prioritizing efficient resource allocation for large jobs.
How It Scales	vrun command connects local code to cloud resources and scales them on demand.	Cluster autoscaler adds/removes nodes, and Horizontal Pod Autoscaler adjusts application instances based on metrics like CPU usage.	Schedules jobs to available nodes within a predefined cluster queue.
Complexity	Very low. Designed for simplicity and immediate use by developers.	Very high. Requires deep knowledge of cluster management and YAML configurations.	Developers and data scientists need quick access to GPUs or CPUs for one-off tasks.
Best For	Developers and data scientists need quick access to GPUs or CPUs for one-off tasks.	Engineering teams running microservices and web applications that need to handle variable load.	Scientific research, academic institutions, and organizations running large-scale simulations and computations.

Alternatives to VELDA

When considering Velda, it’s helpful to see how it stacks up against other platforms in the market.

Each alternative has a slightly different approach, which might better suit your specific needs.

• Velda: Velda is cloud-native by design and can run on top of Kubernetes. This allows it to easily coexist with and share resources with other containerized workloads. This is a huge advantage for modern, hybrid cloud environments where organizations want to consolidate all their applications—from web services to data processing—on a single, flexible platform.
• Kubernetes: Kubernetes helps you manage and run apps in containers. It is very powerful. However, it can be very complex to set up and manage. Velda gives you the same power without all the work. It is much simpler to use.
• lightning ai: This is our most direct competitor in the AI and ML space. It’s a cloud platform designed to help developers build, train, and deploy models. Like Velda, it focuses on simplifying access to powerful GPUs. However, Velda is built for seamless, one-click access to compute, allowing you to scale up and down effortlessly right from your existing workflow.
• Gitpod: Gitpod offers cloud development environments that are automatically provisioned. It’s known for its deep integration with Git and its focus on making development environments instantly ready for coding.
• Coder: Coder is a self-hosted platform that allows teams to provision their own cloud-based development environments. It provides flexibility and control, making it a popular choice for larger organizations.
• JetBrains Space: This is a complete software development platform that includes not just cloud environments but also Git hosting, CI/CD, and project management tools. It is a comprehensive solution for teams that want everything in one place.

Personal Experience with VELDA

Before using Velda, our team faced a common problem: inconsistency across different development environments.

What worked for one developer often broke for another, leading to wasted hours on debugging and syncing setups.

The process of provisioning powerful machines for data science or machine learning tasks was also a major bottleneck, often taking days.

Velda changed our workflow completely.

By moving to its cloud-based, isolated environments, we eliminated these inconsistencies.

Every team member now works from the same consistent base, and new developers can be onboarded in minutes, not days.

We’ve also seen a significant increase in our project velocity, particularly with data-heavy workloads, because we can instantly spin up powerful compute resources as needed.

• Separation from Local Machine: By running the environment in the cloud, Velda separates the project from the local machine’s operating system, software, and settings. This removes the main source of inconsistency between developers’ setups.
• Instant Access to Power: Our data scientists can now access powerful GPUs in seconds for model training.
• Reduced Setup Time: Onboarding for new team members is now a quick, painless process.
• Cost Savings: We only pay for the compute resources we use, which has drastically cut our infrastructure costs.
• Increased Productivity: The team can now focus on writing code and solving problems instead of managing infrastructure.

Abschließende Überlegungen

Velda is a powerful cloud development platform that simplifies complex tasks for developers.

It eliminates the need for frustrating setups and ensures consistent environments for your team.

With features like instant scaling, cost savings, and pre-built templates, it’s designed to boost your productivity.

If you are a software engineer or part of a team struggling with slow or complex workflows, you may find this helpful.

Velda could be the solution you’ve been looking for.

Ready to simplify your development process and get back to what you love?

Start your journey with Velda and see the difference.

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