Methodology & funding
Nobody pays us when you enrol
Most education platforms in Malaysia are paid a commission by the college you end up at. That is a reasonable way to run a business, but it means their advice can never recommend a public university, a TVET route, or waiting a year, because none of those pay. This page sets out how our recommendations are produced, where every number comes from and what we still don't know.
What we commit to
- No institution can pay to rank higher. A programme's position comes from your grades, your interests and your preferences. Nothing else enters the calculation.
- We list programmes that earn us nothing: public universities, polytechnics, matriculation, TVET and direct-to-work routes are all in the catalogue on the same terms as anything else.
- Every factor states its source and its date, including the factors we cannot source, which are shown as blank rather than filled with a plausible guess.
- We show the risks, not just the reasons. That includes telling you when your whole list of choices is too ambitious to be safe.
- You set the weights. How much interest, grades and practicality each count is your decision, and the scores move when you change them.
How a recommendation is scored
Every programme gets a score out of 100, built from three parts. The report shows exactly how many points each part contributed, so any number on the page can be taken apart and checked.
These are the starting weights. A family with a tight budget and a child who must study near home weighs this differently to one with a fixed ambition, so the sliders on your plan are yours to move and the whole list re-ranks when you do.
Where each number comes from
This list is generated from the same configuration the recommendation engine reads. If a data source changes, this page changes with it. It cannot quietly fall out of date.
- Overall match
Degreemate matching engine
As of July 2026
- Academic eligibility
Official UPU Merit 2.0 formula and published programme requirements (syarat khas)
As of July 2026 · View source
- Interest & career fit
Your Future Me quiz result (RIASEC) matched against O*NET interest profiles
As of July 2026
- Affordability
No public per-programme fee registry exists in Malaysia. We won't guess. This is coming from institution fee schedules.
As of July 2026
- Admission likelihood
UPU's latest published average merit of each programme's intake, not a minimum. We hold this year's figures, plus 2025 for a few programmes from archived UPU pages: enough to say safe, match or reach, not enough to give a percentage chance.
As of July 2026 · View source
- Employment outlook
MOHE Graduate Tracer Study (Kajian Pengesanan Graduan), Higher Education Statistics 2023, covering 304,466 Malaysian graduates. Figures are national rates for this broad field of study, not this specific programme, and the study publishes no starting salary by field.
As of Tracer Study 2023 · View source
- Why we recommended this
Degreemate matching engine
As of July 2026
- Risks & weaknesses
Degreemate matching engine
As of July 2026
What we don't know
These are real gaps in what we can tell you. We would rather name them than fill them with numbers we can't stand behind.
- Programme fees. No public per-programme fee registry exists in Malaysia, so we show no affordability figure and it carries no weight in the score.
- Starting salary by field. The Graduate Tracer Study publishes employment status by field but not salary by field, so we show employment outcomes and no salary.
- Admission probability. We hold one published average merit per programme (two years for a few), enough to say safe, match or reach, but not enough to honestly give you a percentage chance.
- Programme-level outcomes. Our employment figures are national rates for a broad field of study, not for the specific programme at the specific institution.
Employment outcomes come from the Ministry of Higher Education's Graduate Tracer Study (2023), covering 304,466 Malaysian graduates. What Malaysian graduates actually do
Why rankings don't move your score
World rankings mostly measure research output and reputation surveys, not teaching quality or graduate outcomes. Worth knowing, but not something we'd lean on to choose a course, so it doesn't factor into your match score.
Of the 21 institutions in the UPU catalogue, 14 have a QS 2027 position. Four are universities that sit outside QS's ~1,500 published institutions; that is not a mark against them. The remaining three are Politeknik, Kolej Komuniti and MARA, vocational providers world university tables do not cover at all. Around 40% of the programmes in this catalogue are at that last group.
Found something wrong?
A wrong fee, an out-of-date merit figure or a mis-stated entry requirement is a serious problem for us, not a small one. The whole point of this product is that the numbers can be trusted. Tell us and we will fix it and say what changed.
Report a correction