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Cost-Aware ML: Accuracy, Latency, Euro
MLOps

Cost-Aware ML: Accuracy, Latency, Euro

Walhallah
8 min read
A simple triad to keep AI bills sane.
#costs#distillation#caching#budgets
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Think in a triangle: accuracy, latency, and cost. For many products, stable good-enough beats brittle state-of-the-art. Use distillation, caching, and smaller specialist models. Monitor token usage per user action and cap runaway prompts via server-side guards. Budget dashboards aligned to product metrics prevent surprises. Teams that instrument cost early move faster later.

Published:

Article Info

Category:MLOps
Read time:8 minutes
Author:Walhallah
Published:Oct 2025

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