Self-Host an LLM on a Rented GPU or Pay per Token? A Break-Even Calculator (2026)

Self-hosting on a rented GPU is cheaper than a per-token API only when you keep the GPU busy: the break-even is the hourly GPU price divided by the API’s price per token, expressed as tokens you must