Show HN: SigRank – Competitive Stat Screen and Operator Performance Evals O7

Category: other

Tags: ai-efficiency, leaderboard, privacy-preserving

Score: 7.3/10 (Innovation: 7, Technical: 8, Documentation: 8, Utility: 6)

SigRank is a privacy-preserving leaderboard and scoring system that evaluates AI operator efficiency based on token cascade yield, not volume. It introduces a novel metric (Υ Yield) and signal classes to rank how effectively users generate reusable signal from AI interactions, making it interesting for optimizing AI usage and benchmarking.

Target audience: AI developers, data engineers, AI operators

Repository: https://github.com/SunrisesIllNeverSee/sigrank-app · TypeScript · MIT · 1 stars

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