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The Hidden Cost of Free AI: A Decision Framework for Side Projects

You deploy an AI feature on a free server. Day one: perfect. Day seven: your quota is gone. Your app starts returning errors. You check the dashboard. You used 10 million tokens in a week.

  • Free AI tiers require time, data, and future migration efforts.
  • Free AI tiers unsuitable for production apps with real users or sensitive data.

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

Every small team reaches the same fork eventually. The managed AI coding tier works. Commits get generated, the agent runs on a free server, and the token counter resets every month.

  • Managed free tier offers zero upfront cost and no operational burden.
  • Self-hosting provides control over data boundaries and avoids third-party endpoints.
  • Probe script evaluates real performance and reliability differences between options.

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