Early access — cascade metrics are real (derived from canonical token telemetry); the operator field is a curated seed. Learn more about the data
Burners, Builders & 10×ers

All-Time Leaderboard

Four integers in, full ledger out. Every operator ranked by Υ Yield — the architecture of the cascade, not raw spend. Volume alone is noise; yield is signal. See how you rank. Compare against top operators. Beat the average.

The SigRank leaderboard ranks AI operators by token-cascade efficiency — Υ Yield = (cache_read × output) / input². Operators are classified into 8 experience tiers (ARCH+, ARCH, POWER, BASE, SEEKER, REFINER, BEARER, IGNITER) based on accumulated token volume, with the TRANSMITTER peak badge for temporary signal highs. Higher yield means more signal per token spent — not more time, not more output, but better architecture.

The board refreshes every hour during active periods. Operators are ranked by yield, not output volume — a high-yield operator produces more signal per token than a low-yield one, regardless of how many hours they code. Class tiers are yield thresholds, so climbing the board means improving your cascade architecture, not just spending more time in the editor.

To get listed, install the SigRank CLI (npm i -g sigrank), enroll, and submit a snapshot. The on-device scanner reads your four token pillars and publishes a signed record. No prompt content leaves your machine — only the four counts.

This board shows claimed operators with verified submissions. The full seeded archive (all operators including the historical seed corpus) is at sigeconomy.com/all-time.