Engineering journal

The Reviosa Blog

GPU benchmarks, infrastructure deep dives, and product news from the team running the Reviosa fleet across four regions.

May 28, 2026

Product

On-demand vs reserved: choosing a GPU pricing model

Reserved capacity is meaningfully cheaper per hour, and on-demand is 100% cheaper when idle. The only question that matters is utilization — here's the break-even math.

MR Maya Reyes · 6 min read

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