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inferock-bench

Local auditing of LLM costs, usage, and failed-call receipts

free
Last Updated 9/10/2026

About inferock-bench

A locally running LLM cost-tracking proxy supporting OpenAI, Anthropic, Gemini Developer API, and fixed OpenRouter endpoints. It measures calls routed through localhost, writes local event records, and renders receipts using the included @inferock/measure grading code, helping audit AI/LLM bills, measure Claude or GPT token usage, and check whether failed API calls are billed.

Best for

AI/LLM application developers
Teams that need to audit AI/LLM bills

Best use cases

Audit AI/LLM bills

Measure Claude or GPT token usage

Check whether failed API calls are billed

Record and render API call receipts locally

Features

Local proxy routing

Routes calls through localhost and writes them to a local event log.

Billing and usage audit

For auditing AI/LLM bills and measuring Claude or GPT token usage.

Failed-call billing check

Helps answer whether failed API calls are billed.

Receipt rendering

Renders receipts using the included @inferock/measure grading code.

Pros

  • Covers OpenAI, Anthropic, Gemini Developer API, and fixed OpenRouter endpoints.
  • Provider keys are attached only to provider requests; receipts are generated locally.

Cons

  • Cannot audit traffic that bypasses the local proxy.
  • Cannot limit provider spending for unobserved calls or explain monthly bills without a matching invoice.

Pricing Plans

Free

$0local benchmark
  • Local benchmark use

* Pricing information is for reference only. Please refer to the latest announcement on inferock-bench's official website.

FAQ

It cannot audit traffic that bypasses the local proxy.
The repository explicitly states that monthly bills cannot be explained when no matching invoice is available.

Tool Information

Developerinferock-bench
Release Date9/10/2026
Pricingfree