Benchmarks, pricing analysis, and buying guides for data center and consumer GPUs.
We tear down the specs, run the numbers on TCO, and examine the software stack maturity of both flagships to help infrastructure teams make an informed choice.
After overseeing dozens of LLM training deployments, here is what actually determines training speed, cost, and reliability — and which GPU fits each model scale.
An honest breakdown of GPU cloud pricing across AWS, Azure, GCP, Lambda Labs, CoreWeave, Together AI, and Crusoe — including the hidden costs that vendor pricing pages won't mention.
Most GPU TCO estimates are wrong because they leave out half the costs. Here is a framework from someone who has reviewed dozens of GPU procurement proposals.
A technical deep-dive into High Bandwidth Memory, why it has become the defining spec for AI GPUs, and how to evaluate memory subsystems when comparing accelerators.
After consulting on GPU cluster builds for startups and enterprises, these are the mistakes that cost the most time and money — and how to avoid them.