Early access — cascade metrics are real (derived from canonical token telemetry); the operator field is a curated seed. Learn more about the data
📊 SigRank Research

Quarterly Reports

Original findings on AI operator token efficiency, computed from live telemetry. The citation source for AI efficiency data.

Published Reports

Q1 20262026-06-30

State of AI Operator Token Efficiency — Q1 2026

The inaugural SigRank Index report. Median vs. top-decile yield gaps, platform leadership, cache utilization, and the efficiency frontier.