How-to guide

Prompt Caching Cost Savings

Estimate how prompt caching changes effective LLM cost for repeated prompts, fixed prefixes, and agent loops.

Content scaffold

TODO

TODO: Content team to add the step-by-step savings breakdown, screenshots, and provider-specific examples.

Review cached-input pricing on the Claude family.

Check the current Gemini rate card.

Model your repeated prompt cost directly.

Read the wider cost-reduction strategy.

Replace the TODO block with the full article copy, screenshots, and current rate tables once the content team is ready.