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API Reliability Analyzer

A web-based testing tool that monitors API and website performance by checking response reliability, measuring speed, and analyzing consistency over repeated requests.

Prerequisites

  • Python 3.x
  • pip package manager

Install all dependencies

pip install -r requirements.txt

Run the server

uvicorn main:app --reload

How to Use

  • Enter URL - Any API endpoint or website URL

  • Set Duration - Test duration in seconds (1-30)

  • Set RPS - Requests per second (1-5)

  • Start Test - Click button to begin analysis

  • View Results - See comprehensive metrics

What You'll See

  • Total requests sent during the test

  • Success rate percentage of successful responses

  • Response times including average and maximum durations

  • Reliability verdict - STABLE, DEGRADING, or UNSTABLE based on performance thresholds

Verdict Scale

  • STABLE - >95% success rate, <0.5s response

  • DEGRADING - >80% success rate

  • UNSTABLE - ≤80% success rate

Disclaimer

Use this tool responsibly - don't aggressively test live services, respect API rate limits, and be mindful that excessive requests can impact server performance.

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