Context Window Calculator

Subtract a safety margin, then allocate token budget by prompt, retrieved context, history, tools, and output reserve.

Budget inputs

Provider

Model

Context window

Safety margin

Scenario preset

StatusOK

System prompt

User prompt

Retrieved context

Chat history

Tool/schema overhead

Output reserve

RAG documents

Average tokens per document