WHY INPUT MATTERS

Where your tokens actually go

90%
is input

Input tokens (file reads, search, context)
Output tokens (agent replies, code)

Output compression
Saves 75% of output tokens
= ~8% off total bill

Input retrieval
Saves 94% of input tokens
= ~61% off total bill