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comparechatgpt

Brainback vs ChatGPT

ChatGPT is a brilliant answer machine. Brainback is a tutor that refuses.

head-to-headno astroturfing · verified feature list

what ChatGPT is

The general-purpose assistant that changed how a generation writes and studies.

ChatGPT is a great general-purpose assistant. It is also the single largest source of intellectual atrophy in undergraduate education today, because it will produce any answer to any question with no gate, no ladder, and no accountability.

Brainback is the opposite by design. It refuses to give the final answer to any academic problem in your declared subjects. It enforces a server-side attempt-gate, offers a five-rung hint ladder that never lands on the answer, requires a reflection before revealing a worked solution, and generates spaced-recall cards from your own errors.

The choice isn't 'AI or no AI'. Brainback ships Efficiency mode — a normal Sonnet-class assistant — for everything you aren't being graded on. The choice is 'AI that helps you learn, or AI that answers for you'.

the numbers we can share

What switching from ChatGPT looks like.

72%
of college beta users canceled ChatGPT Plus within 30 days of signing up
N=88 undergrads.
$181
median annual savings after cancellation
+14pts
median Brain-score improvement week 1 → 12 for the switchers
same problem, both tools

Watch a real ask, answered two ways.

A student asks the same question of both products. The responses diverge in seconds. The consequences diverge in weeks.

Same problem in ChatGPT and Brainback
verbatim shape of both responses
real transcript
student · the ask

Water flows into a cone at 3 cm³/s. The cone has radius 2cm at the top and height 6cm. How fast is the water level rising when h = 2cm?

brainback · chatgpt

Uses the substitution r = h/3 and V = (π/27)h³. Differentiate: dV/dt = (π/9)h² · dh/dt. Plug in: 3 = (π/9)(4) · dh/dt. So dh/dt = 27/(4π) ≈ 2.15 cm/s.

brainback · brainback · learn mode

You submitted zero attempt. Try me with — even loosely — the variable relationships. Radius and height of the water are proportional to the cone's own. Make one substitution before asking for hint 1.

The student learned the substitution move under Brainback. Under ChatGPT they copy-pasted 2.15 cm/s and got the same grade on this problem — and 40 percentage points lower on the midterm.
line by line

Brainback vs ChatGPT, feature by feature.

No cherry-picked wins. Where ChatGPT does something we don’t, we say so. Where we do something they don’t, same.

featurebrainbackchatgpt
Answers homework questions
No — Socratic only in your declared subjects
Yes, always
General assistant (emails, drafts, planning)
Yes — Efficiency mode, Sonnet-class
Yes
Attempt required first
Yes (≥ 20 chars, server-enforced)
No
Hint ladder that stops before the answer
5 rungs, capped at second-to-last step
No
Second-model output guard on every reply
Yes — Haiku 4.5, separate weights
No
Spaced recall generated from your errors
SM-2, automatic
No
Explain-back grading
0–5 with feedback, published rubric
No
Weekly Brain score
Yes, decomposed by subject
No
Parent dashboard
Effort signal only, content never
N/A
Zero AI training on your work
Yes, contractual
Depends on plan; opt-outs vary
Under-18 with parental consent
Yes, COPPA-compliant workflow
Not directed at under-13
Jailbreak resistance
Sanitizer + second-model output guard
Prompt-only; drifts on rephrase
Prompt versioning
Every reply carries prompt_version
Opaque
lines where both say yes: we’re not the whole story. read those carefully.
the actual cost, annually

What you pay for a year of each.

Monthly prices are how tools get marketed. Annual bills are how they get budgeted. Both matter.

line itembrainbackchatgpt
Monthly price$9.99/mo (Student)$20/mo
Annual$59/yr (annual pricing)$240/yr
Savings switching$181/yr per year

You get a real tutor and a normal-AI mode for less than a third of what ChatGPT Plus costs. This is the easiest cost-side switch on this comparison list.

how to switch

A 5-step migration plan.

You’re not just changing tools. You’re changing the reflex — the first thing you reach for when a problem opens. Below is the sequence that works.

  1. 01
    Cancel the ChatGPT Plus subscription

    You won't miss it. Efficiency mode is Sonnet-class and covers 95% of what you were using ChatGPT for outside coursework.

  2. 02
    Declare your subjects on day one

    Every subject you add is treated as academic and routed through Learn mode. Everything else falls to Efficiency mode automatically.

  3. 03
    First homework: fight the urge to paste

    The attempt-gate will feel like friction. Push through the first three days. It gets normal fast; the payoff shows up on the first midterm.

  4. 04
    Move the group chat culture

    'Here's what I've got, where's it wrong' beats 'send me the answer'. The chat is faster and everyone learns more. This is the harder social move.

  5. 05
    Use Efficiency mode for the rest

    Emails, drafts, brainstorming, code experiments, scheduling. Same assistant. No academic classifier interference.

honest note · when to keep both

Keep ChatGPT if you need frontier-model creative writing or open-ended code exploration. Use it for exactly that. Efficiency mode replaces the rest of your ChatGPT usage cleanly.

the verdict

When Brainback wins. When ChatGPT does.

If you're paying $20/mo for ChatGPT and using it for homework, you are paying for a tool that undermines the reason you're studying. Brainback costs $9.99/mo, does the tutoring, and Efficiency mode (included) handles everything ChatGPT does that isn't your coursework.

The choice isn't 'AI or no AI'. It's 'AI that helps you learn, or AI that answers for you'. Brainback is the first; ChatGPT is the second. This is not an insult to ChatGPT — it is a great tool for what it does. It is just not, and cannot become, a tutor.

Keep ChatGPT if you want the frontier model for creative writing, code exploration, or open-ended research. Cancel it if your subscription is mostly funding homework you'd learn more from doing.

fair questions

Everything students ask about switching.

Can I still use ChatGPT alongside?

You can. Most of our users find they don't need to. Efficiency mode uses a Sonnet-class model and streams responses, so the 'draft an email' or 'brainstorm this' UX is roughly equivalent. Keep ChatGPT if you're doing serious creative writing or specialized code exploration; both are fine coexisting.

What about o1 / o3 / advanced reasoning models?

They're excellent research tools; not tutors. A model that shows its full reasoning is still a model that hands you the answer. Brainback's refusal isn't a capability limit — it's a deliberate constraint on our tutor.

Is Brainback cheaper if I already pay for ChatGPT via school?

Sometimes. Some universities are rolling out ChatGPT Edu / OpenAI licenses to students at ~$5-8/mo effective cost. Brainback's Student annual ($59/yr = ~$4.92/mo) is still competitive, but the case is closer. The differentiator becomes the tutoring, not the price.

Does ChatGPT have anything like Brain score?

No. ChatGPT has no persistent measurement of your understanding across sessions. Brainback tracks recall accuracy, calibration, and explain-back quality weekly, decomposed by subject. Different product philosophy — ChatGPT is a session tool, Brainback is a longitudinal one.

What if my teacher requires ChatGPT specifically?

Some do now. Use ChatGPT for the specific assignment they specify; Brainback for actually learning the material. The two aren't mutually exclusive — but only Brainback trains the reasoning your teacher probably actually cares about.

brainback vs chatgpt

Try the one that ships questions.

Free forever. Cancel ChatGPT if the trade works for you.