# Output Shortening Techniques: max_tokens, Stop Sequences, and the Real Impact of "Be Terse" Prompts

> Source: https://sukruyusufkaya.com/en/learn/token-ekonomisi/output-kisaltma-max-tokens-stop-sequence
> Updated: 2026-05-14T14:44:13.118Z
> Category: Token Ekonomisi & LLM Cost Optimization
> Module: Module 5: The Cost Dimension of Prompt Engineering
**TLDR:** Since output costs 3-5× more, shortening output directly hits your bill. This lesson covers max_tokens strategy, correct stop sequence usage, measured impact of 'be terse' prompts, and format-driven constraints.