Crypto & trading โ a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channelโs own recent posts on 10 August 2026 and assigned it the closest of 31 fixed categories, at 100% confidence. This is a modelโs 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 โ 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 Telegramโs forward marker, so it finds a copy whether or not it was labelled as one.
Matching posts โ open both and compare (5 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 โ 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.
โPublished firstโ means first in this corpus. We hold 29 comparable posts for this entry, running 6 August 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 detectorโs 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 @CryptoBreakout_trader โ 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 โ we do not keep publishing a claim we have withdrawn. Dispute an observation.
Also posting the same content
This channelโs 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 โ 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 โ 60%, no better than a coin flip โ because it depends on how deep our own crawl happened to reach into each channelโs 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 โ a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story โ and this measurement cannot tell those apart. How this is measured.
28 measurements spanning 31 days, net +8,262. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between โ snapshots are recorded only when a count changes, so gaps mean โno change observedโ, never โinterpolatedโ. The vertical axis spans 9,221โ22,170 and does not start at zero.
Measurement log โ every subscribers count we have recorded, most recent 20 of 28
Measured (UTC)
Subscribers
Change
7 Sept 2026, 00:40
19,081
-108
4 Sept 2026, 10:57
19,189
-142
2 Sept 2026, 23:57
19,331
-78
2 Sept 2026, 01:06
19,409
-190
1 Sept 2026, 03:58
19,599
-548
31 Aug 2026, 02:23
20,147
-529
30 Aug 2026, 03:19
20,676
+3,014
29 Aug 2026, 05:51
17,662
+4,236
28 Aug 2026, 07:47
13,426
-24
27 Aug 2026, 10:03
13,450
-19
26 Aug 2026, 10:01
13,469
-10
25 Aug 2026, 10:55
13,479
-27
24 Aug 2026, 08:55
13,506
-39
22 Aug 2026, 19:36
13,545
-58
21 Aug 2026, 06:36
13,603
-25
20 Aug 2026, 09:42
13,628
-75
19 Aug 2026, 11:36
13,703
-35
18 Aug 2026, 13:04
13,738
-45
17 Aug 2026, 11:25
13,783
-73
16 Aug 2026, 02:12
13,856
first reading
Engagement
473 posts held, back to 6 August 2026 โ the reader has not yet reached the start of this channelโs public history, so older posts may sit further back, unread. Read across 49 pages of Telegramโs post history, 20 posts per page.
ERR ยท 30 days
0.52%
avg views รท 19,081 subscribers
Avg views / post
99.3
412 posts measured
Reaction rate
0.748%
reactions รท views ยท ER floor
Posts in window
412
of 473 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) รท views โ note the denominator is views, not subscribers. Telegramโs 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 28 of 412 measured posts that carry a reaction reading, and over those same posts' views.
What these figures were computed from
Window
Rolling 30 days ยท latest post in window 2 September 2026
Posts held
473 (6 August 2026 โ 2 September 2026)
Views total
40,913
Reactions total
25
Forwards / comments
not exposed by the public surface โ not measured, not estimated
Readings taken
3 Sept 2026, 01:18 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 โcorrectingโ the number into something nobody can reproduce.
Precision. Telegram publishes view counts on its public widget in short form โ 8.12K, 3.7M โ 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 โ read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.
Reaction mix
28 reactions across 21 posts, in 6 distinct kinds. The most used accounts for 71.4% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
โค
20
71.4%
๐ฏ
2
7.14%
๐ฅ
2
7.14%
๐คฉ
2
7.14%
๐ณ
1
3.57%
๐
1
3.57%
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 โ ๐ is thanks in one channel and mourning in another โ 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 โ 4.34K, 1.2M โ 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 30 of the 473 sampled posts in this sample. Summed by Telegramโs own count on each post โ not by adding up the per-emoji breakdown above โ those same posts carry 28 reactions in total: the kind of figure the paragraph above means by โa reaction total printed elsewhere on the pageโ.
Measured over the 473 most recent posts we hold, published 6 August 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.
The following exchanges operate without Know Your Customer (KYC) requirements:
BITBASE
https://www.bitbase.com/landing-page/campaign-a7x9-BreakOutExpert?ref=9PXQT5
WEEX
https://weex.com/register?vipCode=6pvr
YUBIT
https://www.yubit.com/en-US/register?inviteCode=NEFX
๐ด๐ $DOGE Showing Signs of Weakness
๐ฅ Structure is turning bearish beneath the surface.
๐ Bearish Trigger: A breakdown and close below $0.08014 could open further downside.
๐ง Key Resistance: $0.09452
โ Invalidation: A reclaim above $0.09452 would weaken the bearish structure.
โก Distribution near the highs often precedes the drop. Stay alert.
๐ Most traders react after the move starts. The biggest opportunities arโฆ
๐ข๐ $BAN Quietly Building a Base
๐ฅ Buyers are stepping in โ strength is building.
๐ Bullish Trigger: A clean push through $0.07912 flips momentum bullish.
๐ก๏ธ Key Support: $0.0688
โ Invalidation: A drop below $0.0688 would weaken the bullish structure.
โก Quiet accumulation now often fuels the next breakout. Stay alert.
๐ The crowd chases candles. The prepared position before them.
๐ cryptosyntix.com
#BAN #Crypto โฆ
๐ด๐ฉธ $ZRO Under Selling Pressure
๐ฅ Structure is turning bearish beneath the surface.
๐ Bearish Trigger: A clean break under $0.9789 flips momentum bearish.
๐ง Key Resistance: $1.3432
โ Invalidation: A reclaim above $1.3432 would weaken the bearish structure.
โก The best exits happen while others are still euphoric โ stay ahead of the move.
๐ The crowd chases candles. The prepared position before them.
๐ cryptosyntixโฆ
โชโก $TEA Tightening Into a Decision
๐ฅ Compression building โ a major move is loading.
๐ Trigger: A break above $4.093e-05 turns bullish ยท a drop below $3.677e-05 turns bearish.
๐ก๏ธ Range: $3.677e-05 โ $4.093e-05
โ Invalidation: A decisive break of the range defines the next move.
โก Tight ranges often precede the sharpest moves โ the early watchers catch it first.
๐ The crowd chases candles. The prepared position bโฆ
๐ด๐ $AERO Potential Breakdown Setup
๐ฅ Momentum is shifting in the bears' favor.
๐ Bearish Trigger: A breakdown and close below $0.455 could open further downside.
๐ง Key Resistance: $0.5711
โ Invalidation: A reclaim above $0.5711 would weaken the bearish structure.
โก Distribution near the highs often precedes the drop. Stay alert.
๐ Most traders react after the move starts. The biggest opportunities are often founโฆ
๐ด๐ $JUP Showing Signs of Weakness
๐ฅ Sellers are taking control โ weakness is building.
๐ Bearish Trigger: A clean break under $0.2013 flips momentum bearish.
๐ง Key Resistance: $0.2456
โ Invalidation: A reclaim above $0.2456 would weaken the bearish structure.
โก Smart money often takes profit in overbought zones before the crowd. Manage risk carefully here.
๐ The crowd chases candles. The prepared position beforeโฆ
๐บ๐ธU.S. Mint has begun producing a $1 coin featuring President Donald Trump, marking the first time a sitting U.S. president has appeared on a circulating American coin.
@BreakOut_Expert
Showing the 12 most recent of 473 posts we hold for @CryptoBreakout_trader. 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 โ was rounded by Telegram before we ever saw it โ t.me prints views in full below 1,000 and to three significant figures above, so โ1,200,000 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 pollโs figures keep moving after that, so each one is dated.
The shares total 105%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not shown.
Percentages only โ there are no per-option vote counts here, because Telegram publishes none. The public post preview gives each optionโs 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 optionโs 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 473 most recent posts we hold, published 6 August 2026 to 2 September 2026. Telegram labels each poll by kind โ an anonymous poll, a quiz, a closed set of final results โ and that label is reproduced rather than paraphrased.
Forward network
Republishes
Channels on the register whose posts this channel has forwarded.
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.
Appears in Telegramโs 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 โ 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 elseโs query is independent of having been queried itself.
Crypto Patel @OfficialCryptoPatel ยท 29,411 Telegram ranks this channel #10 of 85 here โ alongside 84 others โ read 4 September 2026
Wall Street Queen Officialยฎ๏ธ @wallstreet_queenofficial ยท 141,651 Telegram ranks this channel #13 of 53 here โ alongside 52 others โ read 18 August 2026
Crypto Expert @cryptoexpert ยท 106,688 Telegram ranks this channel #22 of 81 here โ alongside 80 others โ read 15 August 2026
Crypto Cove @CryptoCove ยท 29,082 Telegram ranks this channel #23 of 75 here โ alongside 74 others โ read 9 September 2026
CRYPTO WINSTON โข @signals_crypto_trading_futures ยท 47,607 Telegram ranks this channel #28 of 90 here โ alongside 89 others โ read 26 August 2026
Cryptoy โฟ @Cryptoy ยท 34,621 Telegram ranks this channel #30 of 75 here โ alongside 74 others โ read 3 September 2026
This channel appears in 6 seed channels' Telegram-generated recommendation lists in total. Each is Telegramโs list for THAT channel, not this one โ 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 7 September 2026 โ this
entry's latest reading, not the date you are reading this.
โCrypto BreakOut Trader ๐๐โ (@CryptoBreakout_trader), 19,081 subscribers as measured 7 September 2026. Telegram Register, tgregister.com/channel/CryptoBreakout_trader.
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 ยท 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.