TG Inspector TG Inspector Add a channel
Avatar of @AI_Quanta

@AI_Quanta: statistics and cleanliness index

КВАНТА AI - про нейросети

Рассказываем и показываем как устроены нейросети доступным языком Бот — @Quanta_AiBot ⚠️ По предложениям и помощи — @QuantaAi_support

Share this report
Telegram

Grade A metrics look normal cleanliness index
data from 2026-10-04
Subscribers
55,834
Median views
1,899
ERR
3.4%
Posts sampled
40
Niche Computer science
Post language Russian
Channel age 1 year

Data from 2026-10-04 — 5 days old.

Assessment summary

Tutorials and examples of generating images, music, and videos using a neural network bot.

The channel is read by a small fraction of its audience: an ERR of 3.4% falls behind 24 out of 25 similar channels in the catalog, and over the past three months, median views dropped from 3,039 to 1,899. Because of this, posts are seen by a small share of subscribers, so the actual reach of an ad post should be evaluated strictly based on the current median rather than the total subscriber count.

What to pay attention to

Almost all reactions are of one type (93%)

The vast majority of reactions are the exact same emoji, even though others are also used in the channel. Usually, reactions are distributed more diversely.

What grade A means

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

Compared with similar channels

Compared with 29 Computer science catalog channels whose metrics look normal. They are a similar size: 19,394 to 167,243 subscribers.

ERR (reach) lower than 28 of 29
@AI_Quanta 3.4%
similar channels median 7.9%
Reactions per 100 views lower than 18 of 26
@AI_Quanta 0.23
similar channels median 0.35

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 Sep 16 to Oct 4. The dashed line is the median (1,899).

01.1K2.2KSep 16: 2,020 viewsSep 17: 2,104 viewsSep 17: 2,229 viewsSep 18: 2,052 viewsSep 18: 2,203 viewsSep 19: 2,089 viewsSep 19: 2,058 viewsSep 20: 1,858 viewsSep 20: 2,242 viewsSep 21: 2,219 viewsSep 21: 2,007 viewsSep 22: 2,006 viewsSep 22: 1,881 viewsSep 23: 1,966 viewsSep 23: 1,777 viewsSep 23: 1,907 viewsSep 23: 1,565 viewsSep 23: 1,615 viewsSep 23: 1,993 viewsSep 24: 1,917 viewsSep 24: 2,045 viewsSep 25: 1,892 viewsSep 25: 2,019 viewsSep 26: 1,912 viewsSep 26: 1,937 viewsSep 27: 1,852 viewsSep 27: 1,950 viewsSep 28: 1,888 viewsSep 28: 1,695 viewsSep 29: 1,566 viewsSep 29: 1,599 viewsSep 30: 1,512 viewsSep 30: 1,495 viewsOct 1: 1,336 viewsOct 1: 1,307 viewsOct 2: 1,204 viewsOct 2: 1,145 viewsOct 3: 946 viewsOct 3: 882 viewsOct 4: 265 views Sep 16Oct 4
  • post views
  • 2 posts newer than one day and still gaining views
  • median 1,899

Maximum: 2,242 views. Data as of Oct 4.

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

Cleanliness-index history

4 checks for this channel.

050100Jun 30: index 50, grade DJun 30Aug 24: index 50, grade DAug 24Sep 24: index 55, grade CSep 24Oct 4: index 81, grade AOct 4

Advertising outlook

Advertising placement: questionable.

Only a small share of subscribers sees the posts.

About 770–996 people will see your post in the first 48 hours.

Reach of advertising posts

No advertising posts among the latest 40.

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 @AI_Quanta

What are the verification results for the @AI_Quanta channel?

The channel received a purity index of 81 out of 100, an A grade, and a "metrics are normal" rating. Views are distributed naturally; however, the vast majority of reactions consist of a single emoji.

What share of subscribers reads the publications?

The ERR is about 3.4%, and the median views remain at 1,899. This is lower than the figures of 24 out of 25 similar channels in the catalog within this niche.

Is placing an ad in this channel justified?

Ad placement is marked as questionable. The reason is the modest reach relative to the subscriber base: posts are viewed by a small fraction of the audience.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-04
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 @AI_Quanta assessment dated 2026-10-04 uses 40 recent public posts. At that snapshot the channel had 55,834 subscribers, median post views were 1,899, ERR was 3.4%, and the cleanliness index was 81/100.
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.