Learn how a SaaS AI platform reduced inference costs by 40% by testing open-weight models and migrating part of its OpenAI workload to dedicated LLM infrastructure.

Hourly GPU pricing measures reserved time, not useful output. This post looks at where billed hours and productive training time drift apart, and why cost per trained model is the metric that matters.