CourseLarge Language Models: The Complete Course · Module 2: Tokens, Context, and Cost · part 18 of 103
Part 18 · Module 2: Tokens, Context, and Cost

Lesson 4: What a ticket costs, and how to pay less

25 min read·13 Oct 2026
Module 2 · Lesson 4 · About 45 minutes · Needs: Module 1 Lesson 1 (the setup cell and the tickets); Lesson 1 of this module helps (what a token is)

The situation

It is Wednesday 17 June 2026, week 3. Joel, who owns the model budget, sets the rule: at most one cent of model fees per ticket, on average. He asks two questions. "What does one triage cost today?" and "What will 1,800 tickets a week cost?"

This lesson builds the answer from tokens and prices on T-1001, Ana Duarte's duplicate charge of 288 USD, then on the whole dev set, and finds two ways to pay less without changing the model.

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