Jan 1 – Mar 31, 2026 · Apars Classroom

Q1
2026
Performance Report

Quarterly analytics & infrastructure report for APARS. Quarterly performance overview · ASG Shop.

499K
Active Students
Pulse Engine · Q1 2026
54.3M
Total Events
~109 per student
1.13 PB
CDN Bandwidth
Edge Network · 3 months
1.89B
CDN Requests
All active zones · Q1
14m 34s
Avg. Engagement per Active Student
Strong product stickiness — 874 seconds average
36K+
Transactions
APARS platform · Q1
01 — Student Analytics

Platform engagement
at scale

Pulse Engine · Jan 1 – Mar 31, 2026 · Web platform · 100% of all traffic

499K
Active Students
↑ Q1 2026
631K
New Students
+26.6% vs active
14m 34s
Avg Engagement
874 seconds exactly
54.3M
Total Events
~109 per active student
Rolling 30-Day MAU — Full Q1 2026
Monthly Active Students · Daily rolling window · Peak: ~250K on Feb 19
MAU chart.
Student Stickiness — DAU/MAU · WAU/MAU · DAU/WAU
Retention ratios across the quarter
19.1%
DAU/MAU peak
50.5%
WAU/MAU peak
37.8%
DAU/WAU peak
Stickiness.
New vs Returning Students — Daily
Returning students dominate from mid-January onward
Returning
New
New vs returning.
02 — Content Performance

What students
actually study

Page views, active students, bounce rates · Top content across all batches · Q1 2026

Top Pages by Views
FRB-26 Final Revision leads with ~15.8M views
Top Pages — Detail
Views, active students & bounce rates
# Page Views Bounce
01 FRB-26 Final Revision 15.78M 12.4%
02 HSC Academic Program 5.83M 16.6%
03 Admission Special 2.92M 31.1%
04 Shop | Apar's Classroom 588K 12.1%
05 HSC 27 Academic Cycles 416K 6.6%
06 FRB-26 Full Syllabus 348K 34.8%
07 Apars Classroom 298K
08 Live Streaming 149K
03 — Acquisition & Audience

Who students are &
how they arrive

Reach Intelligence · Cities · Devices · Channels · Q1 2026

Arrival Channels — First Touch
Acquisition channel mix
Traffic sources.
Direct / none — 42.8%
Google organic — 40.0%
fb / paid — 13.0%
apars.shop ref — 4.3%
Other — ~5%
Operating System
Active students by OS · 100% web platform
OS.
Android — 72.8%
Windows — 16.8%
iOS — 7.6%
Linux — 3.0%
Android
363K
Windows
83.9K
iOS
38K
Linux
14.9K
Top Cities
Bangladesh-first · Singapore diaspora
Dhaka
165K
Chattogram
47.4K
Rajshahi
29K
Khulna
25.9K
Cumilla
13.8K
Sylhet
13.8K
Mymensingh
13.5K
Bogura
13.5K
Rangpur
12.8K
Singapore 🌏
3.3K
04 — CDN & Infrastructure

1.89 billion requests.
Flawless delivery.

Edge Network · January – March 2026 · Singapore PoP dominant · Shield layer inactive throughout

January 2026
352 TB
Requests601.3M
Cache hit rate92.98%
Avg origin response344 ms
Origin traffic16.9 TB
February 2026
345 TB
Requests588.2M
Cache hit rate92.82%
Avg origin response327 ms
Origin traffic17.3 TB
March 2026
435 TB
Requests696.6M
Cache hit rate91.63%
Avg origin response253 ms ↓
Origin traffic19.2 TB
Q1 Cache Hit Rate Trend — All 3 Months
Daily cache efficiency · Jan start: ~94.6% → Mar 21 low: 80.5% → recovery
January
February
March
Cache hit rate.
Q1 Daily Bandwidth (TB)
March 2 single-day peak: 46.9 TB
Jan
Feb
Mar
Bandwidth.
Q1 Daily Requests (M)
March 2 peak: 56.3M · March 21 collapse: 4.7M
Jan
Feb
Mar
Requests.
CDN Data Center Traffic — Q1 2026 Combined Estimate
Singapore PoP handles ~98% of all bandwidth — optimal for Bangladesh delivery
05 — Key Insights

A quarter of
remarkable growth

Eight highlights from Q1 2026 that define where Apars Classroom stands — and where it is headed next.

Milestone
FRB-26 Became a Movement

The HSC 26 Final Revision Batch crossed 15.8 million views in a single quarter — with 108K students actively engaged and an exceptional 12.4% bounce rate. It is one of the most-watched educational programmes in Bangladesh this year.

Organic Growth
Half a Million Students Found Us Naturally

Over 80% of new students arrived through direct visits or organic search — a testament to word-of-mouth trust and the platform's growing reputation. Apars Classroom is becoming the first name students type when they need to prepare.

Engagement
Students Stay for Nearly 15 Minutes Per Visit

An average engagement time of 14 minutes 34 seconds per active student reflects genuine, focused learning — not passive browsing. Students are watching, revising, and returning. That depth of engagement is rare at this scale.

Next Wave
HSC 27 Is Already Surging

Physics, Higher Math, and Chemistry courses for the HSC 27 batch collectively drew hundreds of thousands of views this quarter — before the peak season has even begun. The next cohort of students is already here, and growing fast.

Retention
Students Keep Coming Back

WAU/MAU stickiness reached 50.5% by end of quarter — meaning one in two monthly students is back every single week. DAU/MAU climbed from under 6% in January to nearly 20% by March, showing the platform builds habit the longer a batch runs.

Reach
Students from Every Corner of Bangladesh

Dhaka leads with 165K students, but Chattogram, Rajshahi, Khulna, Cumilla, Sylhet, Mymensingh, Bogura, and Rangpur collectively represent a massive and growing share. Apars Classroom is not a capital-city platform — it belongs to the entire country.

Scale
1.89 Billion Requests, Delivered Reliably

Across three months, the platform's delivery infrastructure handled 1.89 billion requests and served over 1.13 petabytes of content — with origin response times improving by 26% between January and March. The infrastructure scaled with demand.

Mobile-First
Built for the Student in Their Pocket

72.8% of all students accessed the platform on Android — entirely through the web browser, no app required. Apars Classroom delivers a full learning experience to any student with a smartphone, regardless of device tier or internet plan. In Q2 we are launching our Android Application.