PreprintCC BY 4.0Zenodo
Sovereign Inference Economics: The Real Crossover Point Between On-Premise and Cloud Inference
- 1Mickai LTD
Abstract
A technical paper setting out the five variables (hardware amortisation, power draw, utilisation, request volume, model size) that decide whether on-premise AI inference is cheaper than a cloud API, with a worked illustrative example showing how the crossover point shifts with request volume.
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BibTeX
@misc{irons2026sovereign,
title = {{Sovereign Inference Economics: The Real Crossover Point Between On-Premise and Cloud Inference}},
author = {Micky Irons},
howpublished = {Zenodo},
year = {2026},
month = oct,
doi = {10.5281/zenodo.23512629},
url = {https://zenodo.org/records/23512629},
note = {CC BY 4.0},
}
RIS
TY - UNPB
TI - Sovereign Inference Economics: The Real Crossover Point Between On-Premise and Cloud Inference
AU - Micky Irons
PY - 2026
DA - 2026/10/20
PB - Zenodo
DO - 10.5281/zenodo.23512629
UR - https://zenodo.org/records/23512629
AB - A technical paper setting out the five variables (hardware amortisation, power draw, utilisation, request volume, model size) that decide whether on-premise AI inference is cheaper than a cloud API, with a worked illustrative example showing how the crossover point shifts with request volume.
ER -