A thread you can test
Three Tier-Jump Traps
3 notes move from the word to a real choice at work — understand it first, then decide whether to use it.
Each note stands alone, or becomes the next step in this thread.
THE QUESTION THIS PAGE ANSWERS
ANSWER FIRSTWhat is Three Tier-Jump Traps, and which AI decisions does it change?
Some rate cards rebill the whole request when output crosses a threshold; drag the slider to watch the bill jump, plus four counter-strategies This page keeps the related concepts, common mistakes, and practical notes in one reading thread.
First decide whether you are blocked by a definition, a choice, or verification; then choose the closest of the 3 notes below.
Start with “Output-Length Tiering: the 200-Token Cliff,” then restate the conclusion using your own task.
Do not treat every method in a topic as interchangeable. The answer changes with the input, risk, and acceptance bar.
THIS QUESTION THREAD
Put the word back inside the choice it changes.
Output-Length Tiering: the 200-Token Cliff
Some rate cards rebill the whole request when output crosses a threshold; drag the slider to watch the bill jump, plus four counter-strategies
Input-Length Tiering: the 32k Red Line
One extra chunk can move the whole request into a higher input tier; use budget-aware truncation and stop paying double for RAG junk
Image Tokens: Pixels Pay Tax Too
A live resolution→Token calculator; 32-pixel alignment tier jumps, the resolution curse, and three image-cost red lines