Jul 17, 2026 — 10 min — Platform & AI
Cloud Run GPU or Model API: The Break-Even Math
Why a $1.05 Cloud Run L4 hour can be cheaper or more expensive than hosted inference depending on utilization, throughput, fallback rate, and accepted business outcomes.
Outcome: Built a reproducible cost model for comparing Cloud Run GPU capacity with token-priced APIs using active hours, workload shape, fallback, and accepted-result economics.