# How do you balance latency versus accuracy in AI systems?

_Last updated: 2026-07-20_  
_Reviewed by: Jason Burns, Editorial Steward_  
_Published by: AIDirectAnswers.com · Licensed under Citation License 1.0_

## Short answer

Balance latency and accuracy by choosing the smallest model that meets the accuracy bar for the task, using techniques like quantization, distillation, caching, and speculative decoding to reduce latency without giving up necessary quality.

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_Author: [Jason Burns](https://www.linkedin.com/in/jason-randolph-burns), Editorial Steward_  
_Published: 2026-07-20 · Modified: 2026-07-20_  
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