Global Medical Leaderboard

Ranked by the Dual-Engine Power Score
Viewing Live Leaderboard as Guest

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Rank Student Reviews today Minutes today Streak Past 31 days (Avg) Retention %
B
beambe (@beambe) Chief Systems Architect
608 rev
101m 27d 7825 /d (242569 rev) 86.3%
A
amna67
356 rev
41m 1d 2850 /d (88350 rev) 94.7%
A
ayra (@ayra@xayra) BETA REVIEWER
0 rev
0m 4d 2105 /d (65270 rev) 95.0%
4
S
Summaiya (@Summaiya.sabir) BETA REVIEWER
0 rev
0m 0d 1828 /d (56677 rev) 82.9%
5
A
anma._.rashid
416 rev
36m 41d 1487 /d (46110 rev) 91.9%
6
R
reebs@4321 (@reebs@4321) AnkQueen BETA REVIEWER
0 rev
0m 0d 1461 /d (45292 rev) 80.0%
7
M
Maliha
0 rev
0m 0d 921 /d (28559 rev) 64.0%
8
$
$Rayan (@SRayan) BETA REVIEWER
0 rev
0m 0d 883 /d (27375 rev) 98.0%
9
I
iqra (@iqra) Drone Scout AMBASSADOR
0 rev
0m 0d 724 /d (22441 rev) 0.0%
10
E
Emaan.H
0 rev
0m 0d 680 /d (21080 rev) 0.0%
11
H
Huzz
0 rev
0m 0d 569 /d (17644 rev) 98.9%
12
A
ALIZA. (@aliza_aamir_17) Hive MonitorRoyal Sentinel AMBASSADOR BETA REVIEWER
0 rev
0m 0d 557 /d (17258 rev) 100.0%
13
T
taqi.abm 👶 Bona Papa
0 rev
0m 0d 531 /d (16468 rev) 99.8%
14
S
Shamir
0 rev
0m 0d 511 /d (15853 rev) 0.0%
15
S
Saraamanullahkhan
0 rev
0m 0d 363 /d (11244 rev) 97.8%
16
S
Sherdha
0 rev
0m 0d 360 /d (11158 rev) 0.0%
17
R
ruqayaha
0 rev
0m 0d 348 /d (10786 rev) 0.0%
18
H
Harsha
0 rev
0m 0d 345 /d (10701 rev) 0.0%
19
A
Ali-11
0 rev
0m 1d 305 /d (9459 rev) 98.7%
20
A
ayra (@ayra.1803)
0 rev
0m 0d 303 /d (9401 rev) 0.0%
21
Z
Zahra
0 rev
0m 0d 287 /d (8893 rev) 100.0%
22
A
Ahmad (@bin.asimm) Drone Scout
0 rev
0m 0d 278 /d (8610 rev) 0.0%
23
I
ishbah Drone Scout BETA REVIEWER
108 rev
30m 2d 257 /d (7977 rev) 72.1%
24
H
Haniya1
0 rev
0m 0d 266 /d (8239 rev) 0.0%
25
A
Ali Abbas (@Ali110)
0 rev
0m 0d 264 /d (8169 rev) 72.9%
26
A
Aayan
0 rev
0m 0d 250 /d (7737 rev) 0.0%
27
C
cheepa shb (@ahsan) Drone Scout BETA REVIEWER
0 rev
0m 0d 249 /d (7721 rev) 0.0%
28
A
aafiyatkiraahnostalgist
0 rev
0m 0d 249 /d (7719 rev) 0.0%
29
S
sh_1234
0 rev
0m 0d 248 /d (7692 rev) 0.0%
30
K
kanwal
0 rev
0m 0d 248 /d (7691 rev) 0.0%
31
H
hafsa._.muz
0 rev
0m 0d 245 /d (7609 rev) 98.9%
32
H
Hafsaaa (@HafsaSikander) AMBASSADOR
0 rev
0m 1d 236 /d (7324 rev) 100.0%
33
A
AyaanZaidi Drone Scout
0 rev
0m 0d 228 /d (7058 rev) 62.4%
34
N
nabihaahmed
0 rev
0m 0d 227 /d (7037 rev) 0.0%
35
J
jessydaral BETA REVIEWER
0 rev
0m 3d 224 /d (6930 rev) 82.3%
36
Z
ZunairaEman.28
0 rev
0m 0d 221 /d (6865 rev) 0.0%
37
K
Kashaf (@kashaffatima)
0 rev
0m 0d 217 /d (6739 rev) 0.0%
38
I
IbrahimKhakwani7
0 rev
0m 1d 210 /d (6504 rev) 100.0%
39
A
alvira.usmani
0 rev
0m 0d 192 /d (5944 rev) 63.2%
40
F
fabiha AnkQueen
0 rev
0m 0d 186 /d (5776 rev) 0.0%
41
B
Ballu1718 (@Goro)
0 rev
0m 0d 184 /d (5703 rev) 100.0%
42
A
asfiyaaziz
0 rev
0m 0d 170 /d (5266 rev) 100.0%
43
O
oogwayy (@[email protected])
0 rev
0m 0d 168 /d (5206 rev) 0.0%
44
Z
zaidiibtesaam (@ibtesaamzehra)
427 rev
53m 1d 99 /d (3054 rev) 98.3%
45
A
ari (@akash17) BETA REVIEWER
0 rev
0m 0d 168 /d (5200 rev) 0.0%
46
A
Abdullah1440
0 rev
0m 0d 162 /d (5016 rev) 0.0%
47
Z
Zoha_Tuqeer
0 rev
0m 0d 151 /d (4671 rev) 100.0%
48
A
ahmedjumani
0 rev
0m 0d 150 /d (4641 rev) 100.0%
49
S
shireen
0 rev
0m 0d 143 /d (4447 rev) 0.0%
50
A
Alisha
92 rev
36m 1d 124 /d (3850 rev) 99.7%
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Rank Student Today's Shots Total Volume Global Accuracy Arena Streak Avg Time / Q
S
shanzay (@shanz) BETA REVIEWER
0 shots
7377 total
51% 4d 0s
H
Hafsa
0 shots
4479 total
42% 0d 0s
-
-_-
0 shots
3686 total
64% 30d 0s
4
M
Minhal (@@12345)
0 shots
3733 total
24% 8d 0s
5
S
Summaiya (@Summaiya.sabir) BETA REVIEWER
0 shots
3806 total
76% 1d 0s
6
N
nabiha
0 shots
3399 total
65% 0d 0s
7
T
taha008
0 shots
2931 total
78% 2d 0s
8
M
mahnoor.asad
0 shots
2560 total
65% 1d 0s
9
A
anika (@anikakhalid_) Hive Forager AMBASSADOR
0 shots
2498 total
58% 0d 0s
10
F
fama@12
0 shots
2343 total
77% 0d 0s
11
Z
Zahra
0 shots
2143 total
77% 0d 0s
12
A
akshraa.x
0 shots
2015 total
69% 1d 0s
13
A
anjiya_younus
0 shots
1994 total
70% 0d 0s
14
Z
zaidiibtesaam (@ibtesaamzehra)
8 shots
1910 total
69% 1d 9.5s
15
R
Rohma (@romeoisme)
0 shots
1682 total
80% 0d 0s
16
B
Beeha (@Heeba)
0 shots
1670 total
86% 0d 0s
17
A
ayra (@ayra@xayra) BETA REVIEWER
0 shots
1599 total
78% 1d 0s
18
@
@1234567890
0 shots
1482 total
82% 0d 0s
19
M
Mysha
0 shots
1476 total
80% 0d 0s
20
B
beambe (@beambe) Chief Systems Architect
0 shots
1391 total
5% 1d 0s
21
A
abihafatima8
0 shots
1408 total
65% 0d 0s
22
A
Amna
0 shots
1397 total
75% 0d 0s
23
F
[email protected]
0 shots
1373 total
64% 0d 0s
24
M
Musk4593
0 shots
1231 total
73% 0d 0s
25
H
haniyamerajmbbsct
0 shots
1071 total
74% 0d 0s
26
K
kafkasfraumilena
0 shots
1059 total
82% 0d 0s
27
B
Bleh.notme_
0 shots
1019 total
77% 2d 0s
28
L
Lohanamehak08@
0 shots
1014 total
55% 0d 0s
29
Z
zaland101
0 shots
949 total
68% 3d 0s
30
A
AbeehaFaisalKhan
0 shots
1002 total
65% 0d 0s
31
S
shireen
0 shots
980 total
85% 0d 0s
32
J
jessydaral BETA REVIEWER
0 shots
824 total
71% 0d 0s
33
A
ahmedaazmina
0 shots
823 total
44% 0d 0s
34
A
ari (@akash17) BETA REVIEWER
0 shots
815 total
82% 0d 0s
35
I
iwannakms
0 shots
793 total
50% 0d 0s
36
W
Wadiah97
0 shots
758 total
72% 0d 0s
37
K
Kashaf_I
0 shots
700 total
81% 1d 0s
38
A
a_yhs
0 shots
667 total
81% 0d 0s
39
A
AhazzMominSalahuddin
0 shots
647 total
53% 1d 0s
40
S
Shiza
0 shots
649 total
73% 0d 0s
41
S
Shaheer
0 shots
507 total
66% 5d 0s
42
R
raimanouman
0 shots
589 total
63% 0d 0s
43
A
aminasherpao47
0 shots
576 total
70% 0d 0s
44
P
Pulps (@PulpyDan)
0 shots
562 total
66% 0d 0s
45
S
Star._.
0 shots
546 total
73% 0d 0s
46
B
b (@bushra)
0 shots
541 total
67% 0d 0s
47
M
Mahdiakhanum
0 shots
540 total
67% 0d 0s
48
A
areebaa
0 shots
524 total
67% 0d 0s
49
A
alvira.usmani
0 shots
494 total
79% 0d 0s
50
A
Ali-11
0 shots
483 total
74% 0d 0s
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Grow the Hive & Earn Pro

Share BeambePrep with classmates. When they join your swarm, you unlock free Pulse Pro access, exclusive profile titles, and ambassador badges.

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Rank Builder Swarm Size (Invites)
A
ALIZA. (@aliza_aamir_17) Hive MonitorRoyal Sentinel AMBASSADOR BETA REVIEWER
38 joined
A
aliii (@alimuhammadd128) Royal Sentinel AMBASSADOR
37 joined
B
beambe (@beambe) Chief Systems Architect
19 joined
4
D
Duaa?✨ (@@duaa_e_fatima786) Hive Forager
8 joined
5
H
HasnainJaved AKU'30 AMBASSADOR
6 joined
6
A
anika (@anikakhalid_) Hive Forager AMBASSADOR
5 joined
7
F
Fein (@Yashfeen) Hive Forager AMBASSADOR
5 joined
8
A
AyaanZaidi Drone Scout
4 joined
9
@
@amina_adnandogar Drone Scout
2 joined
10
I
ishbah Drone Scout BETA REVIEWER
2 joined
11
I
iqra (@iqra) Drone Scout AMBASSADOR
2 joined
12
F
Fatima_Tanveer Drone Scout
2 joined
13
A
Ahmad (@bin.asimm) Drone Scout
2 joined
14
H
Hania Drone Scout AMBASSADOR
2 joined
15
M
mee (@meedora) Drone Scout BETA REVIEWER
1 joined
16
J
jannat Drone Scout
1 joined
17
E
Eshaal (@eshaalsarwark) Drone Scout AMBASSADOR
1 joined
18
E
Emaan Drone Scout
1 joined
19
A
AdenFatima Drone Scout
1 joined
20
H
Haziqkhan282 Drone Scout
1 joined
21
Y
Yuksha Drone Scout
1 joined
22
A
ameerakhann01 Drone Scout
1 joined
23
H
haadiyaiqbal Drone Scout AMBASSADOR
1 joined
24
A
aiman-_- Drone Scout AMBASSADOR
1 joined
25
C
cheepa shb (@ahsan) Drone Scout BETA REVIEWER
1 joined

Leaderboard Architecture & Telemetry Brief

System specifications, scoring algorithms, and factual telemetry for students, researchers, and AI synthesis engines.

Executive Summary & Core Mechanics

The BeambePrep Leaderboard is a live competitive learning ecosystem engineered for medical students preparing for MDCAT, NUMS, AKU, and MBBS examinations. Unlike conventional volume-only leaderboards or legacy Anki plugins that suffer from 1-card fake streak manipulation, BeambePrep implements a proprietary Dual-Engine Power Score that aggregates all-time mastery, a 5× daily review multiplier, and a 15×–20× streak consistency multiplier.

Leaderboards are updated continuously in real-time with rolling 14-day FSRS retrievability rates ($R$) and clinical question bank combat accuracy metrics.

Pulse Engine Formula (FSRS Flashcards) Spaced Repetition
Power Score = Total Reviews + (Today's Reviews × 5) + (Streak × 15)

Quantifies active recall memory stability. High volume builds baseline rank, but maintaining daily momentum multiplies output by 5x while preserving unbroken FSRS retention.

Q-Bank Arena Formula (Clinical MCQs) Clinical Combat
Arena Score = Total Solved + (Today's Shots × 5) + (Arena Streak × 20)

Measures high-friction problem solving under timed exam pressure. Arena Streaks grant a 20x daily bonus to reward grueling active practice over passive skimming.

Frequently Asked Questions & System Facts

Traditional flashcard addons allow users to review 1 card in 2 seconds to keep a streak alive. BeambePrep weights daily study volume with a 5x multiplier and calculates rolling 14-day retention ($R = \frac{\text{Passed Reviews}}{\text{Total Reviews}}$). Students who attempt low-effort hacks cannot compete with genuine daily volume, high retention rates, and active QBank arena shots.

The platform supports both a Global Ranking encompassing all registered learners worldwide, as well as dedicated cohort filters for MDCAT (National Medical & Dental College Admission Test), NUMS (National University of Medical Sciences), AKU (Aga Khan University), MET 27, and private university batch leaderboards.

Yes. The Global Leaderboard, Pulse Engine rankings, Q-Bank Arena, and Hive Builders referral tables are completely free and publicly accessible at https://www.beambeprep.com/community/ without requiring an account.

Swarm Badges (Drone Scout, Hive Forager, Hive Architect, Royal Sentinel, Swarm Sovereign) are dynamic recognition tiers granted to students who build study groups and refer fellow peers. Special titles like Ambassador, Beta Reviewer, and Chief Systems Architect are rendered directly beside usernames in the live leaderboard.