TABLE OF CONTENTS
NVIDIA H100 SXM On-Demand
Welcome to Hyperstack Weekly Rundown
Another week, another set of updates,
This one’s worth a few minutes of your time. We’ve shipped new changes, made improvements and released interesting content to help you build and optimise with confidence. So grab your coffee ☕, get comfortable and scroll on to see what’s new on Hyperstack.
Let’s get into it.
New on Hyperstack
Check out what's new on Hyperstack this week:
Contracted VMs Now Isolated from On-Demand Credit Enforcement
Your contracted virtual machines no longer consume on-demand credit. They’re exempt from auto-hibernation due to low balance and can be launched or restored even with zero credit.
Learn more about Contract Billing and Resource Behaviour here.
Latest Fixes and Improvements
We’ve also rolled out several fixes and improvements to make your day-to-day experience better on Hyperstack:
Improved Billing for Postpaid Accounts
Billing Overview now shows only on-demand usage. Contract usage and charges are available in the Resource Activity and Contracts tabs for improved clarity.
Object Storage Now Follows Standard Balance Policies
Object storage access is now subject to the same balance rules as other Hyperstack resources.
New on our Blog
Check out the latest tutorials on Hyperstack:
5 Affordable Cloud GPU Providers in 2026:
Features, Pricing and Use Cases
Looking for a cloud GPU that won’t drain your wallet but still performs for your AI projects? Cloud GPU options are everywhere but the cheapest option is not always the smartest. Hidden fees and scaling can turn a “bargain” into a headache. And by that time, you have already spent a lot. Our latest blog below helps you pick an affordable GPU cloud provider, so you can train, fine-tune and deploy AI models without compromise or surprise costs
Check out the full blog below!
5 Kubernetes Best Practices in 2026:
Every Developer Should Know
Kubernetes gives you incredible power but without the right practices, that power can turn into complexity very fast. If you’re just getting started or already running workloads in production, the difference between a smooth experience and constant fighting often comes down to a few decisions. Our latest blog walks you through some of the best Kubernetes practices that help you build systems that scale naturally, stay reliable under pressure and avoid unnecessary costs.
Check out the full blog below!
How to Deploy Open WebUI:
A Quick Setup Guide
Open WebUI is an open-source, feature-rich, and user-friendly self-hosted AI interface designed to run entirely offline. Built on universal standards, it supports Ollama and OpenAI-compatible APIs, making it easy to connect local or remote LLM backends. It provides a ChatGPT-like web experience while giving you full control over models, data and infrastructure. This setup guide shows you how to deploy Open WebUI on Hyperstack so you can quickly get started using GPU-powered cloud infrastructure.
Check out the full blog below!
Top 5 Use Cases of Object Storage in 2026:
All You Need to Know
Data is now bigger and more unpredictable than ever. AI models are consuming petabytes of training data and media platforms are streaming millions of files every second. And guess what? Traditional storage systems cannot keep up. This is why teams are switching to object storage to handle their data. In this blog, we explore the most impactful object storage use cases, why businesses are adopting it and how organisations can use object storage to power data-heavy workloads.
Check out the full blog below!
Unstructured Data- Concept, Use Cases and Storage:
Know All About it
Every day, organisations generate loads of data but did you know that over 80% of it is unstructured? From emails and documents to videos, social media posts and AI training datasets, unstructured data holds the insights that structured tables simply cannot capture. Understanding it is not just a nice-to-have but is important to powering AI, predictive analytics and modern cloud applications. In this blog, we break down what unstructured data is, why it matters and how it can be stored, accessed and used at scale.
Check out the full blog below!
Deploying and Using Qwen 3 TTS CustomVoice on Hyperstack:
A Step-by-Step Guide
If you are looking to run Qwen 3 TTS CustomVoice efficiently on cloud GPUs, this tutorial shows you exactly how to deploy it on Hyperstack. Qwen 3 TTS is designed for high-fidelity, low-latency speech synthesis, but real-world performance depends heavily on GPU configuration, memory setup, and deployment strategy. Our latest tutorials walk through the full process so you can achieve production-ready text-to-speech performance quickly.
Check out the full blog below!
Your Ideas Power Hyperstack
You know your workflow better than anyone. If there’s anything you wish Hyperstack did differently or better, now’s your chance to tell us.
Maybe it’s a feature you’ve been thinking about, a tool that could speed up your workflow, or a simple improvement that would make your project easier. Whatever it is, we’re listening.
That's it for this week's Hyperstack Rundown! Stay tuned for more updates next week and subscribe to our newsletter below for exclusive AI and GPU insights delivered to your inbox!
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