OverpayingForAIPricing desk

Lesson 4 of 6 · 6 min read · Beginner

I want coding help: from explaining errors to editing real files

For explaining an error or writing a small script, a free chatbot is enough. For editing real files all day, a coding tool earns its price. Compare ChatGPT, Claude and Cursor, and run a real bug fix.

In this lesson you will

  • Compare chat tools with a dedicated coding editor
  • Get a bug explained and fixed in plain language
  • Know when coding work justifies a paid tool

Coding help splits into two very different needs. One is asking questions: explain this error, write me a small script, what does this function do. Any good chatbot handles that. The other is working inside your own project, editing many files, running tests. That is what dedicated coding tools are for, and it is the one case in this course where paying early is often right.

Candidates for coding help. Cursor is an editor, not a chatbot; it uses models from the other vendors.
ToolFree tierMain paid planGood at for codingOne limitation
Claude$0Pro $20 (Max from $100 for heavy use)Explaining code, careful multi-step fixes, longer filesFree tier can run out on a long debugging session
ChatGPT$0Plus $20Quick answers, many languages, small scriptsCan confidently produce code that does not run; test it
CursorLimited freePro $20Editing your real project in place, seeing all your filesIt is an editor to install and learn, not a chat window

A worked example: one bug, plain-language fix

The prompt below contains a short function with a real bug. Asking for the explanation *before* the fix is deliberate: if you only ask for fixed code you learn nothing and cannot tell whether the fix is right.

Try it

Explain the bug, then fix it

Three free runs a day on the site key. Add your own key for unlimited runs.

Knowledge check

You are learning to code and ask an AI to explain error messages a few times a week. What should you pay for?

Lesson FAQ

Which AI is best for coding as a beginner?

Claude or ChatGPT free tiers for learning, explaining errors and small scripts. They are patient and good at explaining. Move to a coding editor like Cursor once you are working on a real project with many files.

Is Cursor worth $20 a month?

If you edit code most days, usually yes; it works inside your project instead of a chat window. If you code occasionally or are still learning, a free chatbot is enough.

Can I trust code an AI writes?

Not without running it. AI code often looks right and fails on a detail. Test it on an input where you know the answer before using it for anything real.

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