Tool

On-prem vs API break-even calculator

A first-pass model of when self-hosting beats per-token API pricing. Adjust the assumptions to match your workload; results update as you type.

Input plus output tokens across all workloads.

Weighted across the models you use today.

GPU server(s), networking and storage.

Fraction of an engineer's time, or a managed-service fee.

Results

Current API spend
Self-hosted running cost
Break-even on hardware
Three-year totals

This is an estimate for orientation, not a quote. A sizing review accounts for concurrency, latency targets, model choice and quantization — request one.

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