A Load-Testing Playbook for Free AI Servers (and Why I Wrote One)

Описание и применение

Небольшой скрипт на Python позволяет быстро проверить, как бесплатный AI‑сервер справляется с нагрузкой, измеряя ошибки, задержки и ограничения соединений.

Задача

Free AI servers often fail under load, returning 503s or hanging after a few users, despite promising zero cost and quick setup.

Результат

The script identifies error rates, latency, and concurrency limits, enabling informed decisions about using free AI servers.

Рабочий процесс

• 1. Save the provided Python script as loadtest.py.
• 2. Install aiohttp via pip.
• 3. Run the script with increasing concurrency and total requests (e.g., 1/10, 10/100, 50/500).
• 4. Observe output: total, OK, errors, average and max latency, first error type.
• 5. Use results to decide whether the free tier meets your needs or if you should switch to a paid plan.

Доказательства

Free AI servers are dangerously easy to trust. The docs promise zero cost, the setup takes minutes, and your first curl returns a perfect 200.

Источник

The idea is simple: fire a fixed number of concurrent HTTP requests at a health endpoint, record status codes and latencies, and let the results speak.

Источник