Compare · Education · Research notes
Education AI tools — scored
Education tools fail when they become answer machines. Score whether the student can explain the step.
Last reviewed: 2026-08-15. Re-run the protocol after major model or pricing changes.
How do you test an education AI tool?
- Pick one real homework or language task.
- Ask for a hint, then a full solution. Prefer the hint path.
- Have the learner explain the step without the screen.
- Check privacy for minors and school data.
What is the scoring rubric?
| Criterion | Weight | How to score |
|---|---|---|
| Teaches vs spoils | Gate | Fail if it only dumps the answer. |
| Accuracy on the subject | 1–5 | Wrong math help is worse than no help. |
| Privacy / age | Pass/Fail | Fail unclear minor-data terms. |
| Transfer | 1–5 | Can the learner redo a similar problem? |
Which education AI tool should I start with?
| Tool | Best fit | Best job | Watch-out | Note |
|---|---|---|---|---|
| Khanmigo | Tutoring hints | Guided practice | Not a classroom policy | Use as a tutor, not a submit button. |
| Duolingo | Language streaks | Daily practice | Not fluency alone | Pair with real conversation. |
| Photomath | Worked math steps | Step walkthroughs | Shortcut risk | Cover the answer and explain first. |
| GradGPT | Admissions drafts | Essay scaffolding | Voice and honesty | The essay must still be the student’s. |
Learn the craft, not just the tool
Practice the transferable habit in Your first AI conversation, then AI for students guide, Student tools blog.
FAQ
What is the best AI tool for students?
Match the job: Khanmigo or Photomath for practice, NotebookLM for sources, ChatGPT only with a verification bar.
Is using AI for homework cheating?
Using it to generate a submitted answer usually is. Using it as a hint, then explaining the work, is a different job. Follow the course policy.