Crypto & trading — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 8 August 2026 and assigned it the closest of 31 fixed categories, at 90% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and the other topics.
Observations
These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.
Content that also appears on other registered channels
Posts published here appear in near-verbatim form on 1 other registered channel. This entry also forms a group of 2 channels linked by matching posts. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.
Matching posts — open both and compare (6 of the pairs behind the counts below)
Channels this entry shares post bodies with, where at least one matching post pair has no forward credit between the two channels, or to a common source, recorded in our data
Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.
What this cannot establish
MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.
Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. 6 of the 6 matches recorded here fall after that date and carried no header when we read them. The rest predate reliable capture and are not evidence either way.
“Published first” means first in this corpus. We hold 19 comparable posts for this entry, running 22 October 2024 to 30 September 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.
The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.
Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).
Of the group of 2 channels, the one whose matching posts we hold earliest is @tonflip. That is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_copy, last confirmed 11 November 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.
Channels linked by matching posts
This channel is in a group of 2 registered channels linked by matching posts. Links are found by comparing text fingerprints across every channel on the register.
Which channel, if either, published first is deliberately not shown in this list. “First” could only mean first in our own crawl, which depends on how deep we happened to reach into each channel’s history, not on when the content was actually first posted. Our one hand-check read 45 of the highest-confidence flagged pairs against the live Telegram pages. In 18 of them the live page showed a “Forwarded from” credit that our database had no record of, so reading that pair as an unattributed copy was wrong; the check did not measure who published first. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Near-verbatim matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.
120 measurements spanning 97 days, net -74,643. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 438,306–535,341 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 120
Measured (UTC)
Subscribers
Change
10 Nov 2026, 12:56
449,502
-266
9 Nov 2026, 14:56
449,768
-637
8 Nov 2026, 21:46
450,405
-522
8 Nov 2026, 06:30
450,927
-724
7 Nov 2026, 10:46
451,651
-377
6 Nov 2026, 22:46
452,028
-228
6 Nov 2026, 10:54
452,256
-479
5 Nov 2026, 19:49
452,735
-464
5 Nov 2026, 09:21
453,199
-402
4 Nov 2026, 18:27
453,601
-270
4 Nov 2026, 08:54
453,871
-424
3 Nov 2026, 21:36
454,295
-204
3 Nov 2026, 11:36
454,499
-416
2 Nov 2026, 21:36
454,915
-457
2 Nov 2026, 07:58
455,372
-143
2 Nov 2026, 00:46
455,515
-484
1 Nov 2026, 10:18
455,999
-359
31 Oct 2026, 23:51
456,358
-340
31 Oct 2026, 13:21
456,698
-484
30 Oct 2026, 23:29
457,182
first reading
Engagement
28 posts held, back to 22 October 2024 — the reader has reached the start of this channel’s public history, so this is the full archive Telegram still exposes. Read across 196 pages of Telegram’s post history, 20 posts per page.
Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 28 posts for this entry, the most recent from 30 September 2026. An engagement rate over an empty window would be a number about nothing.
What this channel posts
Photos
440
Videos
17
Links
425
Lifetime counters from Telegram’s own channel header, read 11 November 2026 — not the date at the top of this page, which is when the subscriber count was last read. Below Telegram’s rounding threshold, so these counts are exact.
Video runtime
52s
Average length
17s
Measured directly from 3 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.
Reaction mix
1,728 reactions across 27 posts, in 27 distinct kinds. The most used accounts for 41.8% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
👍
722
41.8%
❤
384
22.2%
🔥
175
10.1%
😭
99
5.73%
💯
52
3.01%
🤣
46
2.66%
🤩
36
2.08%
⚡
29
1.68%
🥰
28
1.62%
🍾
22
1.27%
👏
20
1.16%
💅
16
0.926%
🍌
12
0.694%
🗿
10
0.579%
👀
9
0.521%
😐
9
0.521%
🤓
9
0.521%
🤷
9
0.521%
💋
7
0.405%
🫡
7
0.405%
7 further kinds
27
1.56%
No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.
Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.
Coverage. Reactions were read on 27 of the 28 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 1,728 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 28 most recent posts we hold, published 22 October 2024 to 30 September 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.
Telegram Stars
Stars received
18
across the posts below
Posts paid on
5
of 27 we hold a reading for · 19%
Most on one post
5
single highest reading
A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @pumpers. Telegram publishes the count on the public post preview alongside ordinary reactions, and this register reads it there. It is the only figure on this site that measures money moving rather than attention.
Stars are not reactions, and the two are never added. They are rendered in the same strip on Telegram and counted in the same shape, but one is a tap and the other is a purchase. The reaction totals and the engagement rate elsewhere on this page exclude every figure in this section, and no rate here is computed against a reaction count.
This is not revenue, and we publish no currency figure. What a Star costs a reader and what it pays a channel are different numbers, Telegram takes a share we cannot observe, and the terms have changed. Converting a Star count into money would be an estimate dressed as a measurement, so the count is where we stop.
Counted over the 28 most recent posts we hold for this entry, published 22 October 2024 to 30 September 2026. Star counts above 1,000 reach us in Telegram’s short form and carry the same three-significant-figure rounding as everything else on this page.
⚡ INTRODUCING: Series Mode ⚡
Hey folks, guess what? 🔥 A fresh new update just dropped on TonFlip!
Here’s what’s new:
🪙 Series Mode toggle
Our devs cooked up a new toggle at the top, just above the coin. Turn it on and you’re in streak mode, one tap and zero setup.
🚀 Win in a row, multiply your win
Every win doubles it up: x2 → x4 → x8 → x16 → x32 → x64 → x128. The longer your streak, the bigger the payout!
👑 Up …
⚡ INTRODUCING: Series Mode ⚡
Hey folks, guess what? 🔥 A fresh new update just dropped on TonFlip!
Here’s what’s new:
🪙 Series Mode toggle
Our devs cooked up a new toggle at the top, just above the coin. Turn it on and you’re in streak mode, one tap and zero setup.
🚀 Win in a row, multiply your win
Every win doubles it up: x2 → x4 → x8 → x16 → x32 → x64 → x128. The longer your streak, the bigger the payout!
👑 Up …
Double your TON (GRAM) bag 🚀
Just one flip — DOUBLE or NOTHING 🌝
Flipper Fresh Beaver has won 220 TON (GRAM) with an epic 3-win streak!🍀
✅ TON’s native fair random: total fairness is guaranteed by the blockchain
✅ Instant winnings claim: no withdrawal queue or KYC requirements
✅ Verified smart contract: over $1,000,000 flipped without any issues
Flip the coin now and double your bag 🫵🏻
Flip now: app.tonflip.tg…
Double your TON (GRAM) bag 🚀
Just one flip — DOUBLE or NOTHING 🌝
Flipper Fresh Beaver has won 220 TON (GRAM) with an epic 3-win streak!🍀
✅ TON’s native fair random: total fairness is guaranteed by the blockchain
✅ Instant winnings claim: no withdrawal queue or KYC requirements
✅ Verified smart contract: over $1,000,000 flipped without any issues
Flip the coin now and double your bag 🫵🏻
Flip now: app.tonflip.tg…
Double your TON (GRAM) bag 🚀
Just one flip — DOUBLE or NOTHING 🌝
Flipper Fresh Beaver has won 341 TON (GRAM) with an epic 6-win streak!🍀
✅ TON’s native fair random: total fairness is guaranteed by the blockchain
✅ Instant winnings claim: no withdrawal queue or KYC requirements
✅ Verified smart contract: over $1,000,000 flipped without any issues
Flip the coin now and double your bag 🫵🏻
Flip now: app.tonflip.tg…
Double your TON/GRAM bag 🚀
Just one flip — DOUBLE or NOTHING 🌝
Flipper Fluffy Zebra has won 120 TONs/GRAMs with only one flip!🍀
✅ TON’s naitive fair random
✅ Instant winnings claim
✅ Verified smart contract
Flip the coin now and double your bag 🫵🏻
Flip now: app.tonflip.tg
Flip now: app.tonflip.tg
Flip now: app.tonflip.tg
Double your TON/GRAM bag 🚀
Just one flip — DOUBLE or NOTHING 🌝
Flipper Tidy Whale has won 8 flips in a row!🍀
✅ TON’s naitive fair random
✅ Instant winnings claim
✅ Verified smart contract
Flip the coin now and double your bag 🫵🏻
Flip now: app.tonflip.tg
Flip now: app.tonflip.tg
Flip now: app.tonflip.tg
Double your TON/GRAM bag 🚀
Just one flip — DOUBLE or NOTHING 🌝
Flipper Tidy Whale has won 4 flips in a row!🍀 248 → 481 TON/GRAM
✅ TON’s naitive fair random
✅ Instant winnings claim
✅ Verified smart contract
Flip the coin now and double your bag 🫵🏻
Flip now: app.tonflip.tg
Flip now: app.tonflip.tg
Flip now: app.tonflip.tg
Double your TON/GRAM bag 🚀
Just one flip — DOUBLE or NOTHING 🌝
Flipper Tidy Whale has won 4 flips in a row!🍀 248 → 481 TON/GRAM
✅ TON’s naitive fair random
✅ Instant winnings claim
✅ Verified smart contract
Flip the coin now and double your bag 🫵🏻
Flip now: app.tonflip.tg
Flip now: app.tonflip.tg
Flip now: app.tonflip.tg
🎰 Black Friday is HERE: Chads, wake up and make your dreams come true!
Token creation fees? Gone. It's your playground now! Bring on the wildest memes within 72 hours 🥂
Bake it
Boost it
Launch it to STON.fi
Win!
🎰🎰🎰🎰🎰🎰
t.me/PumpersTGBot
t.me/PumpersTGBot
t.me/PumpersTGBot
🎰 Black Friday is HERE: Chads, wake up and make your dreams come true!
Token creation fees? Gone. It's your playground now! Bring on the wildest memes within 72 hours 🥂
Bake it
Boost it
Launch it to STON.fi
Win!
🎰🎰🎰🎰🎰🎰
t.me/PumpersTGBot
t.me/PumpersTGBot
t.me/PumpersTGBot
Showing the 12 most recent of 28 posts we hold for @pumpers. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.
Stars beside a post are paid reactions — Telegram Stars, bought with money and spent on that post. They are a different unit from reactions and are never added to them, here or anywhere else on this page.
Polls
The 4 polls we hold for this entry, as Telegram rendered them when we read the post. A poll’s figures keep moving after that, so each one is dated.
Shares as published. No per-option vote count is published by Telegram, so none is shown.
Percentages only — there are no per-option vote counts here, because Telegram publishes none. The public post preview gives each option’s share and a single voter total, and nothing else. Multiplying one by the other would produce a per-option tally that looks measured and is not: the shares are rounded to whole numbers before we ever see them. We print what was published and leave the column that does not exist empty.
The shares need not add up to 100. Rounding alone puts many polls at 99 or 101. A poll that allows more than one answer per voter runs well past 100 by design, and several here do. The bars are drawn against a fixed 100% track at each option’s own percentage rather than normalised to the total, so a poll that exceeds it shows that it does instead of being quietly rescaled.
Read from the 28 most recent posts we hold, published 22 October 2024 to 30 September 2026. Telegram labels each poll by kind — an anonymous poll, a quiz, a closed set of final results — and that label is reproduced rather than paraphrased.
Mentions
Named by 5 registered channels — every channel on the register whose own posts have named this one, by its current username or any other username it currently holds, merged from two separately captured readings of the same fact so a namer caught by only one of them is not missed and a namer both caught is not counted twice. A username this channel has since dropped is not matched — that handle may belong to someone else now, and crediting today’s namer to yesterday’s owner would misattribute it.
Named by
Channels on the register whose posts name this channel's handle.
A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.
Channels Telegram recommends alongside this one
Telegram’s own answer, not this register’s. When this register asks Telegram’s API what is similar to this channel, this is the list it returns, in the exact order Telegram returns it — never re-sorted by subscribers or by anything else this register measures. The relationship, and the order, are Telegram’s; we record them and date them, and make no claim of our own about which of these channels actually resemble this one.
Blum: All Crypto – One App @blumcrypto · 12,771,035#1
Read from Telegram’s recommendation API, most recently 9 August 2026. Telegram holds a list like this for a small and growing share of the register — how this is measured, and why most channel pages show nothing here.
Appears in Telegram’s recommendations for other channels
The reverse of the list above, and a different kind of signal. This does not require this channel to have ever been asked about directly — each row below is a channel we DID ask Telegram about, whose Telegram-generated list happened to include this one. A channel can appear here with an empty list above it, because being named by someone else’s query is independent of having been queried itself.
PumpChat.AI Announcement @ChatCoinAnn · 36,245 Telegram ranks this channel #14 of 68 here — alongside 67 others — read 30 August 2026
DeBrief | Crypto News @de_brief · 190,673 Telegram ranks this channel #18 of 88 here — alongside 87 others — read 11 August 2026
Airdrop Update @sushiswapannounce · 21,340 Telegram ranks this channel #20 of 58 here — alongside 57 others — read 22 September 2026
E-Football Manager News @efootballmanagernews · 19,342 Telegram ranks this channel #21 of 69 here — alongside 68 others — read 28 September 2026
Hard To Be AI @h2becrypto · 245,522 Telegram ranks this channel #32 of 86 here — alongside 85 others — read 10 August 2026
WordBooX EN @WordBooX · 72,579 Telegram ranks this channel #37 of 85 here — alongside 84 others — read 18 August 2026
EARN WITH DELZY❣️💰 @zaddybempire · 20,066 Telegram ranks this channel #38 of 60 here — alongside 59 others — read 22 September 2026
Movies & Trailers (TimeBucks.com) @movietrailerstimebucks · 41,894 Telegram ranks this channel #41 of 41 here — alongside 40 others — read 27 August 2026
Piggies Crypto @thepiggies · 43,136 Telegram ranks this channel #43 of 60 here — alongside 59 others — read 2 September 2026
Crypto News @crypto_news_sssss · 273,532 Telegram ranks this channel #43 of 85 here — alongside 84 others — read 10 August 2026
Scalr News @scalr_dex · 36,181 Telegram ranks this channel #45 of 69 here — alongside 68 others — read 30 August 2026
bookmaker.XYZ Announcements @xyzbookxyz · 146,375 Telegram ranks this channel #49 of 85 here — alongside 84 others — read 12 August 2026
Poolpays @poolpays_official · 31,132 Telegram ranks this channel #51 of 67 here — alongside 66 others — read 4 September 2026
Banger Crypto Call @solmemecll · 44,834 Telegram ranks this channel #51 of 89 here — alongside 88 others — read 25 August 2026
TON Map News @tonmap · 231,624 Telegram ranks this channel #51 of 86 here — alongside 85 others — read 10 August 2026
Donkey King / Channel @donkeykingdoky · 26,552 Telegram ranks this channel #52 of 75 here — alongside 74 others — read 10 September 2026
TAP FANTASY Announcement @tapfantasy_announcement · 18,360 Telegram ranks this channel #53 of 81 here — alongside 80 others — read 5 October 2026
Funton.ai Club @funtonai · 91,034 Telegram ranks this channel #54 of 72 here — alongside 71 others — read 3 September 2026
SafeFolioWallet ANNOUNCEMENT @SafeFolio · 66,070 Telegram ranks this channel #56 of 70 here — alongside 69 others — read 7 September 2026
TON Poker News @tonpokerroom · 400,671 Telegram ranks this channel #57 of 84 here — alongside 83 others — read 10 August 2026
ChessNode 🇺🇦 | Announcements @chessnode · 18,080 Telegram ranks this channel #58 of 73 here — alongside 72 others — read 4 October 2026
HUSTLERS @hustlersweb3 · 21,867 Telegram ranks this channel #58 of 69 here — alongside 68 others — read 20 September 2026
New Chain Alpha @NewChainAlpha · 45,988 Telegram ranks this channel #58 of 80 here — alongside 79 others — read 7 September 2026
UQUID News @uquidnews · 19,540 Telegram ranks this channel #59 of 65 here — alongside 64 others — read 25 September 2026
This channel appears in 57 seed channels' Telegram-generated recommendation lists in total, of which the 24 where it ranks highest are shown above. Each is Telegram’s list for THAT channel, not this one — see how this is measured.
Cite this entry
A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 10 November 2026 — this
entry's latest reading, not the date you are reading this.
“Pumpers.tg” (@pumpers), 449,502 subscribers as measured 10 November 2026. Telegram Register, tgregister.com/channel/pumpers.
Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.