Dan Blacharski - Hostrunway

Edge GPU vs Cloud GPU in 2026: Which One Should You Actually Use?

Here is the truth nobody tells you upfront: there is no single right answer. If you choose the wrong one, you will waste money on equipment you don't really need…

Dan Blacharski July 13, 2026

AL/ML GPU Server

Cloud GPU Security & Compliance: What You Must Know in 2026

Speed. Price. Location. That is usually where the conversation starts when teams go shopping for Cloud GPU Security 2026 solutions. Security tends to come up later, often after something has…

Dan Blacharski July 10, 2026

AL/ML GPU Server

AMD MI300X vs NVIDIA H100 on Cloud: The Underdog Story of 2026

For a long time, choosing a cloud GPU meant one thing. You picked NVIDIA. Full stop. The H100 was the default. AI labs, SaaS startups, fintech platforms, and ML teams…

Dan Blacharski July 3, 2026

Dedicated Servers

Which GPU Should You Start With in 2026? RTX, A100, H100 or B200 – Simple Guide

Finding the Right GPU for AI 2026 Picking the right GPU for AI 2026 trips up a lot of people. The options pile up fast: RTX, A100, H100, B200. Each…

Dan Blacharski June 22, 2026

GPU Server

Sovereign AI in 2026: Why Countries and Companies Are Building Their Own Cloud GPUs

AI is growing faster than most people predicted five years ago. But here is a concern that rarely gets enough attention: almost all the world's leading AI runs on servers…

Dan Blacharski June 19, 2026

GPU Server

Cloud GPU for AI Inference vs Training: Different Needs Explained

Training builds the AI model. Inference serves the model to users. Both need GPUs, but very differently. The AI industry grows faster every single day. Companies demand smarter models. Users…

Dan Blacharski June 8, 2026

GPU Server

Cloud GPU vs Owning GPUs 2026: Which Has Lower Cost?

Every AI team hits this decision at some point. You need more GPU compute, you need it soon, and suddenly two very different paths are sitting in front of you:…

Dan Blacharski June 1, 2026

GPU Server

Blackwell GPU on Cloud in 2026: Should You Start Using It Now or Wait?

The question about Blackwell GPU on Cloud 2026 is not simple to answer. NVIDIA's Blackwell architecture has reached data centers worldwide, and the debate is real: should I use Blackwell…

Dan Blacharski May 25, 2026

AL/ML GPU Server

B200 vs MI355X : The Honest AMD vs NVIDIA Showdown for LLM Inference in 2026

If you work in AI infrastructure, the B200 vs MI355X question is probably already on your radar. And honestly, it should be. Not long ago, this wasn't even a real…

Dan Blacharski May 15, 2026

Servers

Cloud vs. Dedicated Servers: The Decision Framework Every CTO Should Know

The "just use the cloud" answer to every infrastructure question is both lazy and often expensive. Here is a rigorous framework for making the cloud vs. dedicated decision correctly for…

Dan Blacharski April 27, 2026