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@heroesofZ: statistics and cleanliness index

Герои спецоперации Z

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Grade D some metrics deviate cleanliness index
data from 2026-09-28
Subscribers
37,735
Median views
128,988
ERR
341.8%
Posts sampled
40
Niche News and Media
Post language Russian
Channel age 4 years

Data from 2026-09-28 — 10 days old.

Assessment summary

Posts receive three times more views than the entire subscriber base, while audience feedback is extremely low — only 0.14% reactions to views.

Such a gap makes the audience inflow unstable, so for an advertiser, the reach forecast is unreliable: relying on the median 128 thousand views when calculating return on investment is risky.

What to pay attention to

More views than subscribers: ERR ≈ 342%

Median views are noticeably higher than the subscriber count across half of the posts, rather than from a single viral one. This happens when posts spread outside the channel via reposts, chats, or external traffic, but other metrics do not support this explanation.

What grade D means

The index is clearly lowered: one or more metrics fall outside usual values. The “How the assessment was produced” section shows which ones.

Compared with similar channels

Compared with 10 News and Media catalog channels whose metrics look normal. They are a similar size: 22,977 to 82,829 subscribers.

ERR (reach) higher than 10 of 10
@heroesofZ 341.8%
similar channels median 10.7%
Reactions per 100 views lower than 9 of 9
@heroesofZ 0.14
similar channels median 1.56

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 31 to Sep 28. The dashed line is the median (128,988).

090K180KAug 31: 152,678 viewsSep 1: 163,300 viewsSep 1: 3,379 viewsSep 2: 150,303 viewsSep 3: 134,417 viewsSep 4: 169,211 viewsSep 5: 137,619 viewsSep 5: 2,453 viewsSep 6: 147,673 viewsSep 7: 147,852 viewsSep 8: 145,681 viewsSep 9: 137,567 viewsSep 9: 70,928 viewsSep 9: 75,166 viewsSep 9: 75,608 viewsSep 10: 135,328 viewsSep 10: 2,299 viewsSep 11: 135,143 viewsSep 11: 2,688 viewsSep 12: 113,957 viewsSep 13: 110,941 viewsSep 14: 136,797 viewsSep 14: 2,380 viewsSep 14: 2,473 viewsSep 15: 180,232 viewsSep 16: 138,201 viewsSep 16: 2,451 viewsSep 17: 132,516 viewsSep 18: 103,085 viewsSep 19: 136,982 viewsSep 20: 162,158 viewsSep 21: 138,707 viewsSep 22: 147,021 viewsSep 22: 2,143 viewsSep 23: 125,460 viewsSep 24: 120,127 viewsSep 25: 118,135 viewsSep 26: 123,550 viewsSep 27: 117,130 viewsSep 28: 44,588 views Aug 31Sep 28
  • post views
  • 1 post newer than one day and still gaining views
  • median 128,988

Maximum: 180,232 views. Data as of Sep 28.

What scoring found in the view pattern

More views than subscribers: ERR ≈ 342%

Median views are noticeably higher than the subscriber count across half of the posts, rather than from a single viral one. This happens when posts spread outside the channel via reposts, chats, or external traffic, but other metrics do not support this explanation.

Cleanliness-index history

The channel's data has been collected once — the chart will appear after the next update.

Advertising outlook

Advertising placement: questionable.

Some of the channel's metrics deviate, so it is hard to say in advance how many people will see an ad.

About 62,724–98,994 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 @heroesofZ

What risk score is assigned to the channel @heroesofZ?

The channel received a risk score of 50 out of 100 (yellow level). The score is due to a strong discrepancy between the subscriber count and the recorded post views.

Why does post reach significantly exceed the number of subscribers?

Median views reach almost 129 thousand with a base of 37.7 thousand readers, resulting in an ERR of over 340%. Such a ratio is characteristic of external traffic, but corresponding audience reactions remain low.

How advisable is it to buy ads in this channel?

Placement is marked as questionable. Views are inconsistent with other engagement metrics, making it difficult to predict the real outcome of a commercial integration.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-09-28
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 @heroesofZ assessment dated 2026-09-28 uses 40 recent public posts. At that snapshot the channel had 37,735 subscribers, median post views were 128,988, ERR was 341.8%, and the cleanliness index was 50/100.
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.