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 10 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 why it has no browse page of its own yet.
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 word for word on 1 other registered channel. 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)
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. None of the 0 matches recorded here fall after that date, so for this entry we cannot say whether any of them carried a credit. The duplication is measured; the absence of attribution is not.
“Published first” means first in this corpus. We hold 20 comparable posts for this entry, running 11 July 2026 to 7 August 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).
Across the whole group of 2, the earliest publisher we hold is @moni_talks — which is this entry. That is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_source, last confirmed 7 August 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.
Also posting the same content
This channel’s posts match, word for word or near enough, posts on 1 other registered channel, found by comparing text fingerprints across every channel on the register. That matching has been checked by hand against the live Telegram pages and found reliable — 0 wrong of 45 pairs re-read.
Which channel, if either, published first is deliberately not shown. The same hand-check found that reading wrong 18 of 45 times — 60%, no better than a coin flip — because it depends on how deep our own crawl happened to reach into each channel’s history, not on when the content was actually first posted. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Word-for-word 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.
30 measurements spanning 35 days, net -192. 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 24,900–25,150 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 30
Measured (UTC)
Subscribers
Change
10 Sept 2026, 05:40
24,929
-17
6 Sept 2026, 21:20
24,946
+3
4 Sept 2026, 05:58
24,943
+2
2 Sept 2026, 20:38
24,941
-11
1 Sept 2026, 18:35
24,952
-8
31 Aug 2026, 15:54
24,960
-4
30 Aug 2026, 17:03
24,964
-8
29 Aug 2026, 16:19
24,972
+2
28 Aug 2026, 18:43
24,970
-7
27 Aug 2026, 18:53
24,977
-5
26 Aug 2026, 18:08
24,982
-19
25 Aug 2026, 17:44
25,001
+3
24 Aug 2026, 19:54
24,998
-11
23 Aug 2026, 07:34
25,009
-21
21 Aug 2026, 20:36
25,030
-4
20 Aug 2026, 17:38
25,034
-7
19 Aug 2026, 21:12
25,041
-15
18 Aug 2026, 20:07
25,056
-15
17 Aug 2026, 20:56
25,071
-2
16 Aug 2026, 17:57
25,073
first reading
Engagement
36 posts held, back to 11 July 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 59 pages of Telegram’s post history, 20 posts per page.
ERR · 30 days
10.6%
avg views ÷ 24,929 subscribers
Avg views / post
2,650
15 posts measured
Reaction rate
0.332%
reactions ÷ views · ER floor
Posts in window
15
of 36 held
ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.
ER is defined industry-wide as (forwards + reactions + comments) ÷ views — note the denominator is views, not subscribers. Telegram’s public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate. It is computed over the 14 of 15 measured posts that carry a reaction reading, and over those same posts' views.
What these figures were computed from
Window
Rolling 30 days · latest post in window 2 September 2026
Posts held
36 (11 July 2026 – 2 September 2026)
Views total
39,680
Reactions total
124
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
3 Sept 2026, 10:37 UTC
Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than “correcting” the number into something nobody can reproduce.
Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.
Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.
What this channel posts
Video runtime
1m 29s
Average length
1m 29s
Measured directly from 1 video 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
263 reactions across 34 posts, in 2 distinct kinds. The most used accounts for 88.2% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
custom 5460689048689483654
232
88.2%
custom 5210673629385231146
31
11.8%
Custom emoji. Every row above is a Telegram custom emoji, which the public preview renders as an element carrying only a numeric id — no character, and no image we can reach. The id is printed as-is rather than substituted with a look-alike glyph, because a stand-in would be our invention showing where a measurement should be. The counts beside them are Telegram’s.
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 35 of the 36 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 269 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 36 most recent posts we hold, published 11 July 2026 to 2 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
4
across the posts below
Posts paid on
1
of 36 we hold a reading for · 3%
Most on one post
4
single highest reading
A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @moni_talks. 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 36 most recent posts we hold for this entry, published 11 July 2026 to 2 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.
😓 $IMD пытается сам себе делать байбэки
Всему ct показали POOL4, где ликвидность не просто лежит в пуле и ждёт трейдеров.
Комиссии с торгов $IMD распределяются сразу по нескольким направлениям: большая часть уходит в сжигание, часть получают холдеры sIMD, ещё часть идёт на AI inference. Торговля токеном одновременно уменьшает его предложение и финансирует внутренние расходы.
Дальше интереснее. Если в пуле слишком …
💪 Ну что, медведи, проснулись?
Мы тоже. Последний день Лета. Трамп пампит Венесуэльскую нефть. Бычка.
Поэтому посмотрим на бычьи яйца через призму новостей.
🟣Начнём с базы:
- Strategy купили битка на $370M по средней цене $80,318
- BitMine закупили 53,501 ETH примерно на $131M
Ну, это понятно. А что там поглубже?
🟣А поглубже у нас Robinhood и социальный трейдинг.
- Robinhood уже занимает 2 место среди сетей по …
👀 Я нашел человека, который убил мой депозит. Он признался...
в том, что виноват я сам.
Это такая затравочка для нового видео с канала "Будущее Франции"
В нём наш любимый Дядя Ламер пытается разобраться в вопросах:
➖ Кто такие риск-кураторы?
➖ Кто виноват в деле с Kelp DAO, и есть ли виновники?
➖ Какие шаги предпринимают, чтобы подобных взломов становилось меньше?
И многое другое в новом видео:
> > > СМОТРЕТЬ <…
🚨 Крипто-необанки дрейнят.
У пользователей Avici (соланового необанка с Visa-картами) просто начали обнуляться карточные балансы.
Сейчас говорят про 9000+ затронутых аккаунтов.
В чем суть? Атакующий получил возможность выдавать себе админские права над коллатеральными аккаунтами и просто дрейнить бабки с адресов.
Никакого фишинга, никаких подписей от юзеров.
🔥 НО. Это еще не все. Пострадали и пользователи Tria и S…
🫡 Три Дегена | В БЫЧКУ | EP 40
Время: 17.00 UTC +3
Место: YouTube
Собираемся на стрим. Сегодня. Через час. Обсудим все интересные новости, активности, проекты этой недели.
Всех ждем !🤙
🔹 Talks | Chat
💳 Солана решила печатать поменьше
Прямо сейчас в сети идёт голосование по довольно важным изменениям экономики SOL. Мерт из Helius вообще говорит, что снижение инфляции — чуть ли не самый частый фидбек, который он слышал за всё время в Солане.
Если сильно упростить, идея такая: меньше новой эмиссии, больше сжигания комиссий и чуть более честная оплата за использование сети.
Главное предложение — SGP-0002: ускорить…
💳 Думал, мы умерли? Нет, мы фармим.
Пока вокруг происходит какая-то бесконечная возня. $PONS TO BILLION, Владик рассказывает, что мемасы это фьючер оф франс, ZEC допыхтел на ETF, биток улетел, холдеры эфира немного зарядились и уже ждут ETH по $10k.
А мы в это время вместе с частью GH немного провалились в новый примитив под названием Deepstate.
Это полностью ончейн ордербук для токенизированных акций. Сейчас глав…
👊 Трёх Дегенов сегодня не будет.
Нет. Мы не шортили бычий рынок, и не стали жертвами ликвидаций. Мы просто чиллим😎. Каждый по своему.
Но с пустыми руками тоже не особо приходить, поэтому краткая выжимка несуществующего стрима:
— Мы в ГХ плотно следим за проектом Deepstate. Мы обсуждали его в конце прошлого стрима, и дождались его запуска. Кратко: это ончейн-ордербук, построенный на radix деревьях, с немного необыч…
😓 "Меня может сбить автобус, и всё продолжит работать"
Не так давно мы обсуждали TamaSwap - Dex, полностью ончейн, с формальной верификацией. Попытка порешать некоторые вопросы с безопасностью в нынешнее сложное время для DeFi.
Сегодня хочется разобрать немного похожее...
В прошлом работник Consensys и Sushiswap - z0r0z - решил собрать свою экосистему, и из этого получился DEX с названием — zSwap.
Если коротко: в…
📝 Moni пишет:
Если помнишь, у команды Moni есть свои каналы, где они тоже освещают разные события и делятся мыслями. Вот немного из последнего:
1️⃣ Мистер Бэд Френд сделал ресерч про новый виток развития FortyTwo и их новый B2B-продукт для банковского бизнеса — читать тут [клац]
2️⃣ А Слоник собрал парочку апдейтов по проектам, за которыми следит: хакатон Flaunch, новый xAsset в Hylo, сейл Multipli и что-то от GTE…
👨❤️👨 Что творят два Адама
Два разных чувака по имени Adam хайпуют последние несколько недель в CT. На вид вообще не связанные, но по сути - оба пытаются принести жизнь и спасти Эфир
Первый > @Rhynotic
теперь мы отрабатываем за тех, кто на хаях шиллили PunkStrategy
Тот самый автор Fake World Assets, сейчас запускает поверх протокола FWAir Launches. Через FWA можно будет заводить в гачу не только старые NFT, но и…
🎉 Результаты розыгрыша:
🏆 Победители:
1. HONKAYO (@HONKAYO)
2. Kereznikov (@yunghustla)
3. Артем (@disathisa)
✔️Проверить результаты
custom 54606890486894836546
Showing the 12 most recent of 36 posts we hold for @moni_talks. 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.
Polls
The poll we hold for this entry, as Telegram rendered it when we read the post. A poll’s figures keep moving after that, so each one is dated.
🚨 ПРИВЕТ, К ТЕБЕ ВОПРОС
Не-не, у нас не то чтобы творческий кризис. Просто сейчас происходит слишком много всего сразу. Поэтому хотим узнать: за чем ты сейчас больше всего следишь? В каких проектах, активностях участвуешь?
Вайбкодим / билдим, хаккатоним16%
Перпы / крутим объемы, фармим7%
Дегеним / robinhood, uni v4, nfts, solana и тд26%
Ретро / участвую в активностях проекта-ов11%
Предикшены / торгую эвенты, ищу стратегии5%
Ничего.36%
Shares as published, totalling 101%. 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 36 most recent posts we hold, published 11 July 2026 to 2 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.
Forward network
Republished by
Channels on the register that have forwarded this channel's posts into their own feed.
Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.
Mentions
Named by 46 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. The 24 listed below are the most frequent namers; the rest are counted above but not each listed.
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.
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.
SWOP TOKY | CRYPTO MEDIA @swoptoky · 31,788 Telegram ranks this channel #10 of 78 here — alongside 77 others — read 5 September 2026
Климченко | про криптовалюту @thevse · 35,414 Telegram ranks this channel #12 of 85 here — alongside 84 others — read 2 September 2026
Lazy Crypto @lazycryp · 29,131 Telegram ranks this channel #15 of 81 here — alongside 80 others — read 8 September 2026
Герман на блокчейне 🇪🇹 @blockchaingerman · 33,043 Telegram ranks this channel #25 of 83 here — alongside 82 others — read 4 September 2026
TTC | TimeToCrypto @nftTTC · 34,940 Telegram ranks this channel #25 of 73 here — alongside 72 others — read 2 September 2026
Павел Сычёв | $ TradeParty $ @tradeparty1337 · 56,639 Telegram ranks this channel #27 of 85 here — alongside 84 others — read 23 August 2026
CryptoInside @crypt0inside · 28,729 Telegram ranks this channel #31 of 88 here — alongside 87 others — read 9 September 2026
CRYPTON | Крипта, ИИ, Финансы @crypton_off · 60,804 Telegram ranks this channel #34 of 85 here — alongside 84 others — read 22 August 2026
Whitelist Media @whitelist1 · 42,117 Telegram ranks this channel #35 of 86 here — alongside 85 others — read 29 August 2026
Ворк в крипте, только хардкор @workIncrypts · 33,819 Telegram ranks this channel #36 of 75 here — alongside 74 others — read 3 September 2026
Don | Invest Blog @don_invest · 38,577 Telegram ranks this channel #40 of 85 here — alongside 84 others — read 31 August 2026
IF Crypto @if_crypto_ru · 52,870 Telegram ranks this channel #40 of 98 here — alongside 97 others — read 24 August 2026
Incrypted Airdrops @incrypted_airdrops · 47,248 Telegram ranks this channel #43 of 91 here — alongside 90 others — read 26 August 2026
CRYPTUS MEDIA @CRYPTUS_MEDIA · 72,061 Telegram ranks this channel #43 of 93 here — alongside 92 others — read 19 August 2026
Крипта на доступном @easymarketcrypto · 70,318 Telegram ranks this channel #44 of 97 here — alongside 96 others — read 20 August 2026
криптапиражок @cryppi · 30,602 Telegram ranks this channel #45 of 73 here — alongside 72 others — read 7 September 2026
CryptoEarn Important @CryptoEarnImp · 28,421 Telegram ranks this channel #49 of 85 here — alongside 84 others — read 9 September 2026
Coin Metrika @CoinMetrika · 35,302 Telegram ranks this channel #49 of 87 here — alongside 86 others — read 2 September 2026
Incrypted @incrypted · 108,568 Telegram ranks this channel #50 of 97 here — alongside 96 others — read 14 August 2026
IDO research @idoresearch · 57,741 Telegram ranks this channel #53 of 91 here — alongside 90 others — read 23 August 2026
cryptocholy @cryptocholy · 38,812 Telegram ranks this channel #56 of 78 here — alongside 77 others — read 31 August 2026
Drops Analytics @drops_analytics · 655,255 Telegram ranks this channel #57 of 95 here — alongside 94 others — read 10 August 2026
Фармер: Крипта и Схемы @byrealfarmer · 53,655 Telegram ranks this channel #60 of 92 here — alongside 91 others — read 24 August 2026
SWIPER @swiper_money · 28,634 Telegram ranks this channel #62 of 80 here — alongside 79 others — read 9 September 2026
This channel appears in 26 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 September 2026 — this
entry's latest reading, not the date you are reading this.
“moni talks [крипта]” (@moni_talks), 24,929 subscribers as measured 10 September 2026. Telegram Register, tgregister.com/channel/moni_talks.
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.