◈ Tools
Interactive Calculators
Enter your four token pillars and get instant yield, class, and waste breakdowns — no account needed.
Yield (Υ) Calculator — Token Cascade Efficiency
Enter the four token pillars (input, output, cache-read, cache-write) to compute the Υ Yield score, compression ratio, cache hit rate, and class tier.
Cascade Comparator — Compare Two AI Token Cascades
Compare two AI token cascades side by side. Enter two sets of four token pillars to see yield, compression ratio, cache hit rate, and leverage for each.
Operator Class Checker — AI Tier Calculator
Enter a yield score or four token pillars to determine your AI operator class tier — IGNITER, SEEKER, BUILDER, or TRANSMITTER.
Token Waste Calculator — AI Token Waste
Estimate wasted AI tokens from the four token pillars. Shows an efficiency percentage and a waste breakdown by category.