Prompt Compression Calculator Formula
The Prompt Compression Calculator formula calculates calculate token savings from prompt compression, summarization, and context filtering.
This formula is used because it connects the main inputs directly to the result people need.
It keeps the work clear, so you can change one value and see how the answer moves.
Prompt compression calculators estimate token savings from summarization, chunk filtering, semantic caching, and prompt cleanup before sending context to a model.