A Beeminder alternative for learning: graded work, no fines
By Yanis, founder of Kleus · Last updated 26 August 2026
Beeminder keeps you on track by charging your card when you fall off a goal; it tracks numbers you report, not learning, and punishes slips with money. Kleus is a Beeminder alternative for studying: it builds the plan, grades the work you produce, reshuffles a missed day instead of fining you, and follows up when you go quiet.
What Beeminder does well
It is one of the most honest tools in this space about what it is: a commitment device with real teeth. You define a number, you commit to a slope, and if you fall below the line it costs you actual money. For goals where the number genuinely is the outcome, that mechanism is hard to beat and easy to trust, because it does not rely on you feeling motivated on the day.
What it verifies
A number you report.
That is the whole surface. Where the number comes from an integration it is trustworthy, and where you type it in yourself it is exactly as trustworthy as you were feeling that evening. Either way the number is a proxy. For running distance, a proxy is fine, because distance is the thing. For learning, the available proxies are hours studied, pages read or sessions logged, and every one of them can be satisfied in full by an afternoon that taught you nothing.
This is the gap. The failure mode of self-directed learning is not usually that people log zero hours. It is that they log plenty and still could not do the thing at the end of it.
The problem with fining yourself
A financial penalty makes a missed day expensive, which sounds like the right incentive and often is not. It makes the miss into a failure event, and failure events are where self-study projects actually die. Missing a single day barely dents habit formation on its own (Lally and colleagues, 2010); what does the damage is the collapse that follows, the sense that the run is over so the whole thing may as well be. Charging money at that exact moment adds fuel to it.
Kleus takes the opposite position. A missed day is logged without commentary and the plan reshuffles around it, so the chapter still gets finished. There is no streak to break and nothing to restart. The pressure moves to where it belongs: the work itself, and the silence.
Side by side
| Beeminder | Kleus | |
|---|---|---|
| What it checks | A number you log | A graded assignment you produced |
| Builds a learning plan | No. You define the goal and the slope | Yes, chaptered and rewritten from each result |
| Grades your work | No | Every assignment, out of 100, with a band |
| Miss a day | You are charged | The plan reshuffles. Nothing is charged |
| Consequence of weak work | None. The number is the only signal | A focused redo, scheduled automatically |
| Follow-up | Email as you approach the line | Chat nudges, then a call on prolonged silence |
| Best for | Quantified goals where the number is the outcome | Finishing a subject and knowing you learned it |
Which to pick
- Stay with Beeminder if your goal is genuinely a number, an integration reports it for you, and stakes are what get you moving. It is a good product doing exactly what it says.
- Try Kleus if your goal is a subject rather than a metric, and what keeps happening is that you put in the hours and cannot tell whether they worked. How Kleus checks that.
Frequently asked
Is there a Beeminder alternative without money penalties?
Kleus is one. The pressure is structural rather than financial: the plan reshuffles around a missed day, weak work queues a redo, and prolonged silence escalates to a nudge and eventually a call. Nothing charges you for a bad week.
Do financial stakes work for learning?
They work well for behaviour you can count honestly, and learning is not one of those. A pledge makes you hit the number you report. If the number is hours logged or pages turned, you will hit it, and you can hit it for months without the material landing.
What does Kleus do instead of charging me?
It makes the consequence about the work. A weak check queues a focused redo, spaced a real assignment away, and the concepts you were shaky on get folded back into the rest of the chapter. You do not lose money and you do not lose progress; you just do the part you did not do properly.
Try one real assignment. No account.
Not a demo. A real Kleus assignment, graded for real. Do it, see the grade, then decide.