SemiAnalysis turns opaque AI subscription limits into a paid monitoring product
Continuous testing turns shifting AI-plan allowances into decision-grade data sold by subscription.
SemiAnalysis has launched a Subscriptions Dashboard exclusively for Tokenomics Model subscribers that repeatedly tests plan limits and converts them into workload-specific token capacity and API-equivalent value. Its published method isolates token types, tracks meter movements until estimated ranges narrow to within 5% and can surface unannounced limit changes, including a provider A/B test. The product shows a specialist publisher creating recurring subscription value by measuring agent economics that vendors do not disclose in a stable, comparable form.