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@grandmaster_hop: statistics and cleanliness index

𝙂𝙧𝙖𝙣𝙙𝙢𝙖𝙨𝙩𝙚𝙧 𝙎𝙝𝙤𝙥 | PUBG

💀 𝙂𝙧𝙖𝙣𝙙𝙢𝙖𝙨𝙩𝙚𝙧 𝙎𝙝𝙤𝙥 — твой софт на каждый килл Хватит слушать сказки про «честную игру». Топы играют с визуалками, и ты будешь. 🔫 Приватный AIM/ESP 🧬 Чистый обход TenProtect 💻 Поддержка 24/7 и настройка под тебя Забудь про «бан 10 лет

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Grade A+ metrics look normal cleanliness index
data from 2026-09-09
Subscribers
794
Median views
93
ERR
11.7%
Posts sampled
40
Niche Video Games

Data from 2026-09-09 — 29 days old.

Assessment summary

The channel demonstrates natural activity patterns with no signs of manipulation: view variance (CV 0.54) is within a healthy range, and the reach of promotional posts is expectedly lower than regular ones (66 vs 101).

The primary limitation for an advertiser is the microscopic audience scale combined with posting stagnation — the last publication was made 10 days ago, and approximately 38% of recent messages have been deleted.

What grade A+ means

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

Compared with similar channels

Compared with 21 Video Games catalog channels whose metrics look normal. They are a similar size: 272 to 2,314 subscribers.

ERR (reach) lower than 19 of 21
@grandmaster_hop 11.7%
similar channels median 28.9%
Reactions per 100 views higher than 11 of 21
@grandmaster_hop 1.5
similar channels median 1.47

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 16 to Aug 30. The dashed line is the median (93).

0109219Aug 16: 201 viewsAug 16: 200 viewsAug 16: 186 viewsAug 17: 129 viewsAug 17: 94 viewsAug 17: 88 viewsAug 17: 89 viewsAug 17: 92 viewsAug 17: 61 viewsAug 17: 155 viewsAug 17: 157 viewsAug 17: 153 viewsAug 17: 127 viewsAug 17: 103 viewsAug 17: 101 viewsAug 17: 75 viewsAug 17: 72 viewsAug 17: 58 viewsAug 17: 78 viewsAug 17: 76 viewsAug 18: 155 viewsAug 18: 202 viewsAug 18: 204 viewsAug 18: 211 viewsAug 18: 219 viewsAug 18: 213 viewsAug 18: 195 viewsAug 18: 182 viewsAug 18: 184 viewsAug 19: 85 viewsAug 20: 66 viewsAug 20: 68 viewsAug 20: 90 viewsAug 22: 84 viewsAug 23: 77 viewsAug 29: 20 viewsAug 29: 20 viewsAug 29: 20 viewsAug 29: 20 viewsAug 30: 21 views Aug 16Aug 30
  • post views
  • median 93

Maximum: 219 views. Data as of Sep 9.

What could not be calculated

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

Cleanliness-index history

2 checks for this channel.

050100Jun 15: index 100, grade A+Jun 15Sep 9: index 100, grade A+Sep 9

Advertising outlook

Advertising placement: reasonable.

Not enough posts for a forecast.

Reach of advertising posts

Advertising posts have a median of 66 views versus 101 for regular posts — 35% lower.

Based on 3 advertising and 37 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 @grandmaster_hop

Are there signs of manipulation on the channel?

No, the risk score is 0 out of 100, and the view distribution is typical of an organic audience.

What reach will an ad post get?

The median reach of promotional publications is 66 views, which is 35% lower than the channel's regular posts.

Is advertising justified?

The deterministic check rates placement as justified due to the lack of manipulation; however, the channel has low reach and has been inactive with no new posts for over a week.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-09-09
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 @grandmaster_hop assessment dated 2026-09-09 uses 40 recent public posts. At that snapshot the channel had 794 subscribers, median post views were 93, ERR was 11.7%, and the cleanliness index was 100/100.
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.