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@info_ii: statistics and cleanliness index

ИИ Технологии

Все об Искусственном Интеллекте

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Grade A metrics look normal cleanliness index
data from 2026-09-21
Subscribers
83,769
Median views
3,715
ERR
4.4%
Posts sampled
39
Niche Computer science
Post language Russian
Channel age 1 year

Data from 2026-09-21 — 18 days old.

Assessment summary

There is no fake engagement on the channel, but the subscriber base is heavily burned out: out of nearly 84 thousand people, only about 3.7 thousand read the posts, and over 1.6 thousand users have unsubscribed over the last month.

With comments closed, the audience is passive, so it makes sense to evaluate advertising costs here solely based on the actual 3.7k views, rather than the total subscriber count.

What grade A means

Metrics look normal: no signals lowering the index were found, or they are weak.

Compared with similar channels

Compared with 22 Computer science catalog channels whose metrics look normal. They are a similar size: 29,912 to 207,873 subscribers.

ERR (reach) lower than 19 of 22
@info_ii 4.4%
similar channels median 7.6%
Reactions per 100 views higher than 12 of 19
@info_ii 0.54
similar channels median 0.28

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 39 posts with views, from Aug 24 to Sep 20. The dashed line is the median (3,715).

03.6K7.2KAug 24: 4,096 viewsAug 24: 4,288 viewsAug 24: 3,572 viewsAug 24: 3,333 viewsAug 24: 2,999 viewsAug 24: 2,798 viewsAug 24: 3,266 viewsAug 25: 4,180 viewsAug 25: 4,238 viewsAug 25: 2,875 viewsAug 25: 3,352 viewsAug 26: 3,417 viewsAug 26: 4,092 viewsAug 27: 4,448 viewsAug 27: 4,469 viewsAug 27: 3,366 viewsAug 28: 4,194 viewsAug 29: 4,152 viewsAug 29: 4,855 viewsAug 31: 5,095 viewsAug 31: 5,402 viewsAug 31: 4,579 viewsSep 1: 5,465 viewsSep 1: 7,221 viewsSep 10: 3,442 viewsSep 10: 3,737 viewsSep 10: 3,715 viewsSep 10: 3,220 viewsSep 11: 3,004 viewsSep 11: 3,316 viewsSep 11: 2,840 viewsSep 11: 3,596 viewsSep 12: 4,389 viewsSep 13: 4,610 viewsSep 13: 4,631 viewsSep 16: 3,614 viewsSep 17: 3,268 viewsSep 17: 3,350 viewsSep 20: 1,888 views Aug 24Sep 20
  • post views
  • median 3,715

Maximum: 7,221 views. Data as of Sep 21.

What could not be calculated

View build-up not assessed: there were no posts newer than one day.

Cleanliness-index history

3 checks for this channel.

050100Jun 14: index 86, grade AJun 14Aug 19: index 82, grade AAug 19Sep 21: index 88, grade ASep 21

Advertising outlook

Advertising placement: questionable.

Only a small share of subscribers sees the posts.

About 1,888 people will see your post in the first 48 hours.

Reach of advertising posts

No advertising posts among the latest 39.

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 @info_ii

What is the risk of fake engagement on the channel?

The risk is minimal (score 12/100). Views are distributed evenly, and the analysis revealed no obvious traces of bots or inflated metrics.

What is the actual reach of the posts?

The median reach is around 3,715 views per post. This is a modest 4.4% of the total subscriber base, indicating long-standing audience burnout.

Is buying ads justified?

Placement is questionable due to the low reach relative to the total subscriber count. Paying will only be cost-effective if the admin bases the price on the actual 3.7k views.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-09-21
Sample
The latest 39 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 @info_ii assessment dated 2026-09-21 uses 39 recent public posts. At that snapshot the channel had 83,769 subscribers, median post views were 3,715, ERR was 4.4%, and the cleanliness index was 88/100.
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.