I Ran a 6-Check Probe on MonkeyCode's Free Server. Here's the Verdict.

说明与用途

作者编写了一个Python脚本，对MonkeyCode免费层执行30次请求，覆盖六个检查（身份验证、吞吐量、延迟、错误、并发和结构化输出）。汇总结果帮助决定是否使用该免费层。

问题

Free model endpoints often fail under real traffic, but demos don’t reveal these issues. Developers need a repeatable way to test free tiers before building on them.

结果

The probe revealed that MonkeyCode’s free tier could authenticate, list models, and return valid JSON, but had limited throughput and latency spikes under load. The data guided a cautious decision to use the tier with awareness of its constraints.

工作流

• 1. Write a Python script using httpx and asyncio.
• 2. Define six checks: Auth, Throughput, Latency, Errors, Concurrency, Structured output.
• 3. Run the script from the same network as production (MonkeyCode’s free server).
• 4. Collect 30 calls per check, recording status codes, latency, and JSON validity.
• 5. Aggregate results into a table for comparison.
• 6. Use the table to decide whether to build on the free tier.

证据

Free tiers fail in predictable ways. Auth breaks. Latency spikes.

来源

Thirty calls per check. One script. One table at the end.

来源