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@cifronix: statistics and cleanliness index

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Grade A+ metrics look normal cleanliness index
data from 2026-09-05
Subscribers
29,912
Median views
2,998
ERR
10%
Posts sampled
40
Niche Computer science

Data from 2026-09-05 — 33 days old.

Assessment summary

The channel demonstrates stable development: over the past three months, the subscriber base has grown by nearly 8 thousand, with a proportional increase in median views from 1.9 to 3 thousand. With a moderate posting frequency (1.8 posts per day), ads do not get lost in the feed and gather an average of 3.3 thousand views, which is even 9% higher than regular post metrics.

The main factor for advertisers is the noticeable share of promotional materials in the feed (35%), so creatives will require an original approach to stand out against other partner integrations.

What grade A+ means

The metrics agree with each other: views and reactions are distributed as usual, and almost no signals lower the index.

Channel content

⚠️ Mixed content signals

A high concentration of affiliate posts and referral links, among which there are projects with signs of pyramid schemes and dubious earning schemes.

Compared with similar channels

Compared with 32 Computer science catalog channels whose metrics look normal. They are a similar size: 11,340 to 86,450 subscribers.

ERR (reach) higher than 16 of 32
@cifronix 10%
similar channels median 9.2%
Reactions per 100 views lower than 19 of 29
@cifronix 0.31
similar channels median 0.4

This is not a niche norm: only catalog channels are included. A high ERR is not always a plus: if the other metrics do not support it, the index goes down.

Dynamics and anomalies

Views by post

The latest 40 posts with views, from Aug 14 to Sep 5. The dashed line is the median (2,998).

03.6K7.2KAug 14: 2,604 viewsAug 15: 7,172 viewsAug 16: 3,004 viewsAug 16: 3,036 viewsAug 16: 2,118 viewsAug 17: 3,887 viewsAug 17: 3,468 viewsAug 18: 5,779 viewsAug 18: 3,578 viewsAug 18: 3,212 viewsAug 19: 3,439 viewsAug 19: 2,723 viewsAug 19: 2,742 viewsAug 19: 3,350 viewsAug 20: 2,381 viewsAug 20: 6,810 viewsAug 20: 7,065 viewsAug 20: 6,200 viewsAug 22: 3,350 viewsAug 23: 3,291 viewsAug 23: 3,442 viewsAug 24: 2,993 viewsAug 24: 2,726 viewsAug 24: 2,835 viewsAug 24: 3,089 viewsAug 26: 3,287 viewsAug 27: 2,866 viewsAug 28: 4,619 viewsAug 28: 3,327 viewsAug 28: 2,936 viewsAug 30: 2,824 viewsSep 1: 1,563 viewsSep 2: 1,920 viewsSep 2: 1,768 viewsSep 3: 1,566 viewsSep 3: 1,613 viewsSep 4: 1,106 viewsSep 4: 855 viewsSep 5: 56 viewsSep 5: 162 views Aug 14Sep 5
  • post views
  • 3 posts newer than one day and still gaining views
  • median 2,998

Maximum: 7,172 views. Data as of Sep 5.

No deviations in views. Views are only part of the metrics, so look at the whole index.

Cleanliness-index history

2 checks for this channel.

050100Jun 14: index 98, grade A+Jun 14Sep 5: index 99, grade A+Sep 5

Advertising outlook

Advertising placement: reasonable.

About 1,186–2,372 people will see your post in the first 48 hours.

Reach of advertising posts

Advertising posts have a median of 3,289 views versus 3,020 for regular posts — 9% higher.

Based on 14 advertising and 22 regular posts older than two days.

Buy advertising

Telegram ads are sold on these marketplaces — they have channel catalogs, prices, and checkout.

We don't sell ads. This channel may not be listed there.

Where to buy advertising

Affiliate links: we get a commission. It never affects the channel's score.

Questions about @cifronix

Is it safe to buy advertising in CIFRONIX in terms of artificial inflation?

The channel has a minimal risk score of 1 out of 100 with high check confidence; no signs of bots or artificial view boosting were detected. Audience growth and reach dynamics look proportional and natural.

What actual reach do advertising posts get?

The median reach is around 3,000 views per post (ERR around 10%). At the same time, advertising posts gather an average of 3,289 views, matching regular content.

Is placing ads on this channel justified?

Placement is considered justified thanks to an active audience, open comments, and stable views. However, when planning, you should take into account the 35% share of promotional content in the feed and prepare an ad relevant to the audience.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-09-05
Sample
The latest 40 public posts available at check time.
Calculation method
TG Inspector calculates metrics from the saved snapshot and combines independent signals into a deterministic 0–100 cleanliness index.
Factual result
The @cifronix assessment dated 2026-09-05 uses 40 recent public posts. At that snapshot the channel had 29,912 subscribers, median post views were 2,998, ERR was 10.0%, and the cleanliness index was 99/100.
Limitations
This is a probabilistic assessment based on public data: it describes metrics, not the owner's actions, and is not a real-time measurement.

Full methodology and interpretation rules

This automated assessment is probabilistic: it describes the channel's public metrics, not its owner's actions. The index and grade are calculated from public data and are not changed on request. Channel owners can request removal of the page — t.me/TGinspector_ru.