MonkeyCode's Free Tier vs. Self-Hosting: A Decision Matrix and Probe Script

Описание и применение

Командам необходимо объективно сравнить бесплатный управляемый сервис и самоустанавливаемый вариант MonkeyCode, измерив время отклика, пропускную способность и применимость патчей, чтобы избежать скрытых затрат и проблем с поддержкой.

Задача

Teams struggle to decide whether to use a managed free tier or self-host an AI coding agent, balancing cost, latency, data privacy, and operational burden.

Результат

Teams can objectively compare managed free tier and self‑hosted options, avoiding hidden costs and ensuring reliable performance.

Рабочий процесс

• 1. Identify workload shape (interactive vs batch).
• 2. Assess data boundary requirements (third‑party vs internal).
• 3. Evaluate operational tax (maintenance vs none).
• 4. Use the decision matrix to shortlist options.
• 5. Run tier_probe.sh against both endpoints to collect TTFT, tokens/sec, and HTTP status.
• 6. Run patch_check.sh to verify patch applicability.
• 7. Analyze median results and patch acceptance rate.
• 8. Decide on managed free tier, paid tier, or self‑hosting based on metrics and constraints.

Доказательства

The probe catches speed and basic correctness. It does not catch the operational surprises.

Источник

The matrix compresses the tradeoffs, but it does not replace measurement.

Источник