Subject-wise Analysis for AIAPGET and PSC Prep

AIAPGET and state PSC Ayurveda MO exams cover 58 departments across a syllabus that no candidate can revise with equal depth in the weeks before the paper. The candidates who score in the top quartile do not study everything at uniform intensity; they identify the subjects where their accuracy is below 60 %, concentrate practice there, and verify their gains before moving on. Subject-wise analysis is the mechanism that makes that concentration possible.

The diagnosis: Subject Mastery counters

Every time you submit an attempt on CEET, the server increments five counters for every subject that appeared in that attempt: attempted, correct, wrong, skipped, and accuracy %. Those counters are not estimates or inferences; they are exact tallies derived from your actual response record. A subject where you have attempted 40 questions and answered 19 correctly shows 47.5 % accuracy. If the AIAPGET average for that subject is closer to 58 %, the 10.5-point gap tells you where to allocate the next study session.

The Subject Mastery panel on the home screen shows up to 10 subjects. The "To improve" toggle reorders them by ascending accuracy so your weakest subjects lead the list. The full details page at /student/subject-mastery shows every subject you have attempted, not just the top 10, so no department falls off the radar as your history grows.

The drill: Focus Session with weak-subject filtering

Focus Session generates a 20-question drill in under two seconds. Each question carries a 1-minute timer, calibrated for the exam pace AIAPGET and PSC papers impose. When you activate "only weak subjects," the question pool draws exclusively from the subjects sitting in your bottom tier. In practice, if Rasashastra is at 47 % and Dravyaguna is at 51 %, those two subjects supply the 20 questions. You do not set that up manually; the system reads your counters and filters accordingly.

After you submit the Focus Session, the counters update. A subject that was at 47 % may move to 52 % after a set where you answered 13 of 20 correctly. Run the drill again tomorrow and the counter reflects the new figure. The improvement is visible in the numbers rather than in a subjective sense of feeling more confident. See the full platform features page for the complete list of practice modes available alongside Focus Session.

The verification: Self Challenge before a scheduled mock

Self Challenge serves a different function. Pick the topic you want to test, pick a question count between 1 and 100, and get a practice attempt that runs in isolation from your main exam history. A candidate preparing for a mock test the following day might run a 30-question Self Challenge on Charaka Chikitsa Sthana to confirm they can recall the chapter's key facts under timed conditions. If the score is 24 out of 30, the chapter is ready. If it is 14 out of 30, an additional revision session is warranted before the mock.

Because Self Challenge does not write to the main history or update the subject counters, it does not inflate accuracy figures. The counters record only genuine exam and daily-drill performance, which keeps the Subject Mastery data honest as a diagnostic tool. The analogy holds directly for candidates with an Ayurveda clinical background: Subject Mastery is the diagnostic work-up; Focus Session is the directed treatment; Self Challenge is the follow-up assessment confirming resolution. The three modes close a study loop that scattered revision cannot.

BAMS final-year candidates preparing for AIAPGET face a specific problem: the syllabus covers eight years of study and the exam tests depth, not breadth. A candidate who has attended all lectures and read the prescribed texts still carries uneven knowledge across departments. Sharir Kriya and Kriya Sharir may be solid at 72 %, while Agadatantra sits at 38 % because the clinical rotation was brief and the questions in practicals were narrower than the AIAPGET question pool. Subject-wise analysis makes that gap measurable rather than guessed.

Tracking across AIAPGET, PSC, and NTET formats

The accuracy counters on CEET aggregate across all attempt types: daily exams, Focus Sessions, and full-length mock papers. A candidate sitting AIAPGET, Kerala PSC Ayurveda Medical Officer, and NTET simultaneously uses the same dashboard to track subject performance across all three. The question bank is tagged by department and topic regardless of which exam type the question originally appeared in, so the counter for Samhita reflects your performance on Samhita questions whether they came from a daily 20-question drill or from a 200-question mock.

PSC Ayurveda MO papers weight certain departments differently from AIAPGET. If you are sitting both exams, the per-subject breakdown lets you identify where PSC and AIAPGET preparation overlap and where they diverge. Departments with low accuracy on both papers get Focus Session time first. Departments that are strong for AIAPGET but thin for PSC get a targeted Self Challenge round to verify depth at the PSC pattern's question level.

Building the 90-day preparation calendar around subject data

A preparation calendar built on subject accuracy data allocates revision time in proportion to the gap from target, not in equal blocks per subject. A candidate with 12 weeks before the AIAPGET paper and 58 departments to cover cannot spend equal time on each. The Subject Mastery "To improve" list orders the work. Week one goes to the bottom four subjects. After a week of focused drills, the counters update and the list reorders. The calendar adjusts week by week based on measured performance rather than on a fixed rotation drawn up before the first practice attempt.

The daily MCQ practice page covers how the CEET daily exam schedule feeds subject counters throughout a preparation cycle. Candidates who combine the daily exam habit with weekly Focus Session reviews of their weakest subjects consistently close more of the accuracy gap in a 90-day window than candidates who rely on chapter re-reading alone.

How often do the subject accuracy counters update?

Counters update immediately after you submit an attempt. The Subject Mastery panel on the home screen and the full details page at /student/subject-mastery both reflect the new figures within seconds of submission. There is no batch processing or overnight recalculation.

Does Self Challenge affect my subject accuracy percentage?

No. Self Challenge results are stored separately and do not increment the subject accuracy counters that appear on the Subject Mastery dashboard. Only daily exams, Focus Sessions, and full-length mock attempts update those counters. This separation keeps the dashboard figures usable as a genuine diagnostic rather than a figure you can inflate with easy drills.

Can I see the individual questions that contributed to a subject's counter?

Yes. On the subject-mastery details page, each subject row is clickable and opens a category-level breakdown. Each category row shows the questions that fed the counter for that category, with your selected answer and the correct answer displayed in the same format as the post-exam review screen. You can use this to trace why a subject's accuracy is lower than expected.

How does "only weak subjects" in Focus Session decide which subjects are weak?

The filter uses your current accuracy counters. Subjects where your accuracy falls below the median of all subjects you have attempted are classified as weak for the purpose of the Focus Session pool. The threshold is recalculated each time you start a session, so it reflects your latest performance data rather than a fixed cutoff set at registration.

Is subject-wise analysis available on the CEET web app or only on mobile?

The Subject Mastery dashboard, the full details page, Focus Session with weak-subject filtering, and Self Challenge are all accessible on the mobile app. The post-attempt result screen showing the subject-wise pie chart is part of the mobile result flow. The web app at ceet.leapsnine.co.in carries the same account data; the mobile app is the primary interface for the practice modes described here.

Do I need a paid subscription to use subject-wise analysis?

The Subject Mastery counters and dashboard are available with every CEET account. Focus Session and Self Challenge are included with an active subscription. You can register and complete the first daily exam for free to see your initial subject counters before deciding whether to subscribe.