WhatAn independent monitoring tool that tracks actual token usage, rate limit changes, and cost-per-task across AI subscriptions, giving developers honest visibility into what they're really getting.
SignalUsers are angry that AI providers silently reduce limits, change peak-hour pricing mechanics, and use confusing multi-layered quota systems — they feel deceived and want independent verification of what their subscription actually delivers.
Why NowAI subscriptions have become a significant monthly expense for developers ($20-200+/mo), providers are increasingly using complex and opaque throttling mechanisms, and trust is eroding as users share experiences of silent limit reductions.
MarketPower users of AI coding and chat subscriptions — likely 5-10M users globally spending $1B+ annually; no independent monitoring tool exists; this is the 'Glassdoor for AI pricing' gap.
MoatCommunity-contributed data on actual limits and changes creates a crowdsourced dataset no single user could build alone, generating network effects and becoming the trusted reference.
Higher usage limits for Claude and a compute deal with SpaceXView discussion ↗ · Article ↗ · 483 pts · May 6, 2026
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