Free AI Compute Is a Contract, Not a Gift: Stress-Testing MonkeyCode's Free Server Before You Commit

Описание и применение

Тестирование производительности бесплатного сервера MonkeyCode выявляет, подходит ли он для ваших задач, и помогает принять решение о переходе на платный вариант.

Задача

Teams often assume free AI server tiers provide unlimited compute, leading to queue back‑ups and token exhaustion.

Результат

The stress test reveals whether the free tier meets latency, volume, and concurrency requirements; if not, the team can implement retries, back‑off, or switch to paid options.

Рабочий процесс

• 1. Identify the free tier limits (10 M tokens, no SLA).
• 2. Write a stress‑test script using only Python standard library.
• 3. Set concurrent=1 and run for 120 s, record p95 latency and error rate.
• 4. Set concurrent=20 and run again, compare p95 and error rate.
• 5. Interpret results: linear p95 growth, high error rate indicates quota or capacity limits.
• 6. Decide whether to keep the free tier, add back‑off logic, or move to paid infrastructure.

Доказательства

Day one: fast. Day four: the queue backed up and tokens vanished.

Источник

Run it twice: once with concurrent = 1 and once with concurrent = 20. Compare the two p95 values.

Источник