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Chapter 4

LLM Costs

Understand provider pricing, token costs, and how to monitor spend.

Included now

3 article(s)

1
beginner
3 min read

Understanding Token Costs

Learn how prompt tokens, output tokens, and request shape turn into real LLM cost.

2
intermediate
3 min read

Groq vs Together AI vs Fireworks

A practical framework for comparing LLM providers by speed, cost behavior, and integration fit.

3
beginner
4 min read

How to Track LLM API Costs in Python

Track token usage, latency, and estimated spend in Python with Trackly and a LangChain callback.

Trackly

Trackly

Track every call. Know your costs.

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