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

说明与用途

对 MonkeyCode 免费 AI 服务器进行压力测试，评估其是否满足延迟、容量和并发需求，帮助决定是否升级到付费方案。

问题

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

结果

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.

工作流

• 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.

证据

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

来源

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

来源