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 90% 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. They sit inside a group of 3 channels that share the same post bodies with each other. 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 3 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 10 comparable posts for this entry, running 10 July 2026 to 6 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 3, the earliest publisher we hold is @CryptoDefi_Calls. That is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_mutual, last confirmed 8 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 2 other registered channels, 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.
30 measurements spanning 35 days, net +3,342. 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 13,755โ26,053 and does not start at zero.
Measurement log โ every subscribers count we have recorded, most recent 20 of 30
Measured (UTC)
Subscribers
Change
11 Sept 2026, 06:36
23,856
-778
8 Sept 2026, 08:17
24,634
+3,916
5 Sept 2026, 01:55
20,718
+5,544
3 Sept 2026, 09:12
15,174
-496
2 Sept 2026, 05:43
15,670
-308
1 Sept 2026, 02:37
15,978
-487
31 Aug 2026, 01:44
16,465
-464
29 Aug 2026, 22:27
16,929
-473
28 Aug 2026, 23:18
17,402
-463
27 Aug 2026, 20:43
17,865
-341
26 Aug 2026, 17:07
18,206
-708
25 Aug 2026, 14:27
18,914
-144
24 Aug 2026, 15:36
19,058
-320
23 Aug 2026, 03:03
19,378
-109
21 Aug 2026, 12:35
19,487
-38
20 Aug 2026, 15:25
19,525
-94
19 Aug 2026, 18:33
19,619
-149
18 Aug 2026, 15:42
19,768
-237
17 Aug 2026, 18:09
20,005
-157
16 Aug 2026, 16:17
20,162
first reading
Engagement
40 posts held, back to 10 July 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 57 pages of Telegramโs post history, 20 posts per page.
ERR ยท 30 days
10.3%
avg views รท 23,856 subscribers
Avg views / post
2,460
8 posts measured
Reaction rate
2.98%
reactions รท views ยท ER floor
Posts in window
16
of 40 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.
What these figures were computed from
Window
Rolling 30 days ยท latest post in window 31 August 2026
Posts held
40 (10 July 2026 โ 31 August 2026)
Views total
19,690
Reactions total
586
Forwards / comments
not exposed by the public surface โ not measured, not estimated
Readings taken
3 Sept 2026, 10:55 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.
What this channel posts
Video runtime
20s
Average length
20s
Measured directly from 1 video with a duration reading, out of the posts we hold for this channel โ not this channelโs 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 Telegramโs own rounded chrome, so it carries no โ mark.
Reaction mix
1,427 reactions across 20 posts, in 9 distinct kinds. The most used accounts for 20.7% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
๐
296
20.7%
โค
287
20.1%
๐ฅ
269
18.9%
๐
256
17.9%
๐ฏ
114
7.99%
๐ฅฐ
97
6.80%
๐
79
5.54%
๐
18
1.26%
๐พ
11
0.771%
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 20 of the 40 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 1,427 reactions in total: the kind of figure the paragraph above means by โa reaction total printed elsewhere on the pageโ.
Measured over the 40 most recent posts we hold, published 10 July 2026 to 31 August 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.
๐ฅ $BAG YOUR BAG, YOUR COMMUNITY ๐จโ๐ผ๐ฅ
Meet Your Bag ($BAG) โ a community-driven meme project building its presence on the Robinhood Chain.
๐ Strong recent momentum
๐ Solid on-chain liquidity
๐ Community-focused vision
๐ฅ Growing trading activity
โก๏ธ Built for the meme & Web3 culture
$BAG is all about one simple idea: the community is the project.
Work for your bag. Build the community. Believe in the movement. ๐จโ๐ผ๐
โฆ
๐Turning real businesses into Web3 success stories.
โ๏ธ The @DigiMaaya Springboard Incubator guides founders seamlessly through every critical stage:
โโ๏ธ Incubate & Build: Crafting strategy, tokenomics, contracts, and data rooms.
๐ Raise & Launch: Compliant investor onboarding, KYC allocations, and initial liquidity.
โBuild, raise, and scale with absolute trust.
The future of digital asset finance is being built rโฆ
โก๏ธ $SPX | Web3 Meets Everyday Shopping
The next generation of digital commerce is taking shape with ShopinX ($SPX) โ a BNB Chain-powered ecosystem focused on bringing blockchain utility into real-world shopping. ๐๐
โจ Why SPX stands out:
From shopping and discounts to digital rewards, ShopinX is building a bridge between crypto and everyday commerce.
๐ฅ Explore the ecosystem. Discover the utility. Follow SPX.
๐ Chโฆ
๐ฅ Aidapps is the AI-powered memecoin launchpad โ built to help creators and communities bring projects to life.
๐ $DAPPS is LIVE!
๐ Trade across Solana & BNB chains:
๐ Raydium (SOL): https://raydium.io/swap/?inputMint=sol&outputMint=7ZhuWTtcg41kmUFXfyXdjsKJxAqF3JDpggf84D9gappS
๐ PancakeSwap (BNB): https://pancakeswap.finance/swap?chain=bsc&chainOut=bsc&inputCurrency=BNB&outputCurrency=0x34cc72f95a27905E4f8d912953eโฆ
Aped the dip on ๐ฅ$PEPE
(Pepe in Hood) is a meme coin living on Robinhood Chain, made for everyone who'd rather stay comfy than chase the feed: fair launch, zero taxes, liquidity burnt, contract renounced. Nothing to unlock, nobody to trust, nothing to do but pull the drawstrings and vibe. The hood takes care of its own.
๐https://dexscreener.com/robinhood/0x0d389C0C2E7e1bedb57fb7eB1331CD86067d85B0
๐: https://pepeinโฆ
โฐ CLOCKIN | $CLOCKIN
Itโs time to CLOCK IN and get to work! ๐ฅ
$CLOCKIN is a hustle-driven community token built around discipline, focus, momentum, and the daily grind. โก๏ธ
Show up. Put in the work. Charge toward the next goal. ๐
๐ Website: https://clockin.win/
๐ฆ X: https://x.com/clockincoin
๐ Chart: https://dexscreener.com/robinhood/0xcd2937592f73968ebaa916f37e5f6c1b27713469
๐ฐ CA: 0xA5be0eEb82a013Dc7867B9e020cโฆ
โค12๐12๐ฅฐ12๐ฏ10๐ฅ8๐7๐7๐พ3
Showing the 12 most recent of 40 posts we hold for @CryptoEagle_Gems. 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.
Posts edited after publishing
@CryptoEagle_Gems edited 1 post after it first published โ the same permalink now carries different wording than the one this register originally read, caught because our own crawl held a copy of the earlier text.
An edit is not deception. Typo fixes, price updates and corrections look exactly like this too โ this register can tell you the wording changed and when, not why. How this is measured.
First edit seen
13 August 2026
Most recent edit
13 August 2026
Mentions
Named by 2 registered channels โ 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 โ that handle may belong to someone else now, and crediting todayโs namer to yesterdayโs 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 โ 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 โ the โNamed by N registered channelsโ figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.
Handles this channel named that no longer answer
Dead references
1
handles named in this channelโs posts, vacant today
Evidenced gone
1
we ourselves saw one of these resolve, at some point
Never seen alive
0
vacant every time we have ever looked
@CryptoEagle_Gems named 1 handle that resolve to nothing today. That is a fact about the reference, not necessarily a fact about the handleโs history โ see the two groups below.
Most of these may never have existed as a live channel at all. A handle a channel names can be a typo, an aspirational name nobody registered, or a channel that was already gone before this one ever mentioned it. Unless a row below is marked evidenced, all we know is that it references a handle that is not a live channel today โ not that anything โdiedโ. How this is measured.
Evidenced gone
We ourselves saw each of these resolve to a real page at some point before it went vacant โ a genuine, evidenced change, not an inference from absence.
@xi_token named in 2 posts, 18 August 2026 โ 21 August 2026 ยท confirmed gone 20 August 2026 (two independent sightings โ see how we confirm a dead handle)evidenced
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 11 September 2026 โ this
entry's latest reading, not the date you are reading this.
โ๐๐ฟ๐๐ฝ๐๐ผ ๐๐ฎ๐ด๐น๐ฒ ๐๐ฒ๐บ๐ ๐ฆ โ๏ธโ (@CryptoEagle_Gems), 23,856 subscribers as measured 11 September 2026. Telegram Register, tgregister.com/channel/CryptoEagle_Gems.
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.