We did not start with infrastructure. We started with the market.

The first thing we built was GpuPerHour. It started as a simple question: why is it so difficult to compare GPU pricing across providers? Every cloud provider, every bare metal host, every GPU marketplace had different pricing models, different availability windows, different terms. There was no single place to see what the market actually looked like. So we built one. GpuPerHour tracks real-time GPU pricing across 28 providers and gives teams the data they need to make informed procurement decisions.

Building that pricing layer taught us something we did not expect. The problem was not just visibility. Teams could see the prices, but they still could not get the capacity. Waitlists, allocation limits, region constraints, minimum commitments that did not match their workload. The procurement experience was broken. That led us to build DeployGPU, a self-serve platform where teams can provision GPU instances directly, without the back-and-forth of traditional cloud procurement.

DeployGPU solved the self-serve problem. But as we worked with larger teams, a different pattern emerged. Enterprise AI teams do not want a portal. They want an infrastructure partner. They need reserved capacity across multiple providers, managed clusters with InfiniBand interconnect, operational support, incident response, and a single point of contact who understands their workload. They need someone who has already navigated the GPU supply chain and knows which partners have capacity, which terms are realistic, and which configurations actually work at scale.

QuantaCloud is that partner. It is the company we always intended to build. GpuPerHour gave us the market intelligence. DeployGPU gave us the provisioning infrastructure. QuantaCloud brings it together: reserved and on-demand GPU capacity across our partner network, managed infrastructure for teams that need dedicated clusters, and the operational support to keep it all running.

We come from working in this industry. We understand every segment of this market because we have built products in each one. The pricing layer, the self-serve platform, and now the enterprise infrastructure business. Each step was a response to a real problem we watched teams struggle with. QuantaCloud is not a pivot. It is the vision we have been building toward from the start.