DevToolsAI BillingMonitoring

API Relay Billing Auditor

Help developers verify real charges from third-party LLM API relays and catch hidden multipliers

Problem
Users top up an API relay and watch the balance drain much faster than expected; comparing front-end prices with billing logs reveals charges at 10x the advertised rate, with cache hits double-counted. Most developers can't reverse-engineer the effective multiplier by eye until losses pile up.
Solution
A local proxy or log analyzer that automatically captures relay requests and billing logs, recalculates the real multiplier against official pricing, and produces a discrepancy report versus the advertised price. It alerts immediately when a hidden multiplier exceeds a threshold.
Users
Solo and small-team developers using third-party API relays for LLM applications
MVP
Import common relay log formats or capture via a local proxy; auto-calculate expected charges per request using official prices; generate a multiplier discrepancy report; set thresholds for anomaly alerts
Revenue
Free tier for single-site basic checks; subscription for multi-site support, scheduled log sync, and daily reports
Why now
Price competition among relays makes hidden-multiplier issues frequent, yet users lack independent verification tools; a solo developer can ship this without licenses or hardware

Source discussions · 2

  1. V2EX[程序员] 避雷 API 中转站 wkele.kukuai.fyi:计费陷阱:前端低价引流,实际暗藏 10 倍扣费倍率
  2. V2EX[程序员] 中转站计费陷阱?bug?0↑ 4
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