Products across an enormous price range describe themselves in almost identical language. Some are free. Some cost more per month than a weekly human tutor. The marketing does not distinguish them, so here is a test that does.
One sentence
A study assistant responds to what you ask. A tutor decides what you should be asked next.
That is the whole distinction, and it survives contact with every product we have looked at.
Who holds the initiative?
This is the test in practical form. Sit down with the product and notice who is driving.
If you must arrive with a question, it is an assistant. Useful, often excellent, frequently free. But the quality of your session is capped by the quality of your question, and students who do not know what they are weak at ask about what they already half-understand. That is the failure mode: a tool that faithfully helps you avoid the thing you most need.
If the product opens by asking you something, it is behaving like a tutor. It is trying to find out where you are before deciding what to do, which is what an AI tutor is supposed to do.
Does it remember what you got wrong last week?
The second test, and the one most products quietly fail.
A tutor's value compounds. Today's session should be different because of what happened in the last three. That requires the system to hold a model of you that persists, and to actually use it when choosing the next task.
Ask directly: what does it remember, and how does that change what it gives my child? "It saves your chat history" is not an answer. Chat history is a transcript, not a model. The question is whether missing three questions on negative signs changes what appears tomorrow.
Three ways to classify a product in two minutes
- Open it and say nothing. Does it wait, or does it ask you something?
- Get something wrong on purpose, twice, in the same way. Does the next thing it offers respond to that pattern, or does it carry on as though nothing happened?
- Ask it what you should work on. An assistant will give you a reasonable general answer. A tutor will give you a specific one, based on you, or will ask you to attempt something first so it can find out.
When an assistant is genuinely the right purchase
We are not arguing that tutors are always worth the premium. An assistant is the better buy when:
- The student already knows what they are weak at and is disciplined about it.
- The main need is explanation rather than direction, for instance a bright student who missed two weeks of school.
- The subject is content-heavy rather than skill-heavy, where "explain this again" is most of the requirement.
- The budget is genuinely tight. A free assistant used well beats an expensive tutor used twice.
Used with the right method, a plain assistant is a strong tool. The methods are in How to study with AI without quietly getting worse, and they are essentially about manually supplying the direction that a tutor would supply for you.
The evidence that the difference is real
This is not only a pricing argument. The two strongest 2025 studies are, read together, a direct comparison of these two modes.
In PNAS, about a thousand high school students used GPT-4 during maths practice. The unrestricted, assistant-style version raised practice scores and then left students roughly 17% worse than the control group once it was removed. A more constrained tutor-style version, with guardrails on how readily it gave answers, landed level with the control instead of below it.
In Scientific Reports, a purpose-built AI tutor beat an active-learning classroom for 194 Harvard physics undergraduates on both learning and time taken.
The pattern is consistent. Systems designed to direct and withhold perform well. Systems designed to be maximally helpful perform well while present and badly afterwards. That is exactly the assistant-versus-tutor line, measured.
What you are actually paying for
If a product costs several times what a general-purpose assistant costs, the premium should buy at least one of:
- A model of your child that persists and demonstrably changes what comes next.
- A question bank with known-correct answers, rather than freshly generated ones that may be wrong.
- Deliberate withholding: it knows the answer and asks you something narrower instead.
- Alignment to an actual syllabus, in the right order.
- A human somewhere in the loop who is accountable for progress.
If it buys none of those, you are paying for an interface.
The honest test
Here is the version we would apply to our own future product, and you should apply it to ours when it launches: give it a student who does not know what they are bad at, and see whether it finds out.
An assistant will wait to be asked. A tutor will go looking.
Deciding what you actually need
If you are working out which to buy, twelve questions before you pay turns this into a checklist. If you want the definition of the category itself, that is What is an AI tutor?.
And if you have not yet decided that you need either one, that question comes first: the signs a child would benefit from a tutor is the cheaper place to start.
eGunas currently provides one-to-one teaching with human tutors. Our AI-assisted learning is in development and not launched, so none of the above describes something we are selling today.
How eGunas helps your child
eGunas teaches one child at a time. A session follows the student's own board syllabus but is built around what that particular student needs next -- their pace, the topics they are actually weak at -- rather than one lesson delivered to thirty students at once. That is what personalised learning means in practice.
eGunas AI, our AI-powered learning platform, is planned for 2026 and not available yet. It is being designed to extend that same individual attention beyond the lesson hour: practice pitched at the right difficulty, available whenever your child sits down to work, so progress can continue between sessions instead of waiting for the next one.
- Browse our courses -- CBSE, ICSE and state boards, Classes 1 to 10
- How eGunas online tutoring works -- one-to-one lessons online, wherever in India you live
- Book a free demo class -- one-to-one with a tutor, at no cost
- Ask us about your child -- tell us the subject and year, and we will say honestly whether we can help
New articles are published on the eGunas blog.
