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What a Model Actually Costs to Run in Production: A Back-of-Envelope Framework for Teams
Article · businessDeep read

What a Model Actually Costs to Run in Production: A Back-of-Envelope Framework for Teams

Training makes headlines; inference quietly compounds every month until the cloud bill arrives. A reusable back-of-envelope framework — tokens, caching, batch tiers, latency, and engineering time — to estimate what a deployed model really costs before you commit.

BitByteCore Business Desk · Aug 9, 2026 · 8 min read