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 11 August 2026 and assigned it the closest of 31 fixed categories, at 95% 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 15 comparable posts for this entry, running 23 July 2026 to 3 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 @NFG_GAMBLES — 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.
19 measurements spanning 74 days, net -67. 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 4,213–4,398 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
20 Oct 2026, 17:57
4,234
-10
18 Oct 2026, 00:06
4,244
-7
15 Oct 2026, 07:48
4,251
-6
12 Oct 2026, 12:21
4,257
-25
5 Oct 2026, 14:37
4,282
-21
27 Sept 2026, 18:42
4,303
-21
18 Sept 2026, 16:41
4,324
-7
14 Sept 2026, 11:15
4,331
-13
11 Sept 2026, 06:41
4,344
-19
6 Sept 2026, 05:59
4,363
-13
2 Sept 2026, 06:13
4,376
-1
30 Aug 2026, 16:47
4,377
+101
27 Aug 2026, 09:33
4,276
-3
20 Aug 2026, 10:06
4,279
-9
17 Aug 2026, 15:39
4,288
-3
14 Aug 2026, 14:38
4,291
-2
11 Aug 2026, 03:21
4,293
-6
7 Aug 2026, 20:33
4,299
-2
7 Aug 2026, 09:31
4,301
first reading
Engagement
20 posts held, back to 23 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 5 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 20 posts for this entry, the most recent from 3 August 2026. An engagement rate over an empty window would be a number about nothing.
$ARES
Hold $ARES → earn SPCX
rewards on every trade. No staking. No claiming. Just hold.
Mars is the God of war. The Romans gave him that name, but the Greeks already knew him as Ares long before—The same raw force of courage, conquest, and pure aggression that never backed down.
Different names, same God, same Red Planet. Mars is Ares. Ares is Mars. The original never left. He just waited for the right time.
htt…
Achievement Unlocked: Conviction! 👩🎓
@NFG_GAMBLES had the conviction to call shitcoin at a higher marketcap and it just hit x2+.
$551K ➡️ $1.1M
👁 View Call 📊 View Stats
➡️Auto-buy and sell calls like this through SpyDefi Filters!
Achievement Unlocked: x5! 👋
@NFG_GAMBLES made a x5+ call on HOOD4663.
$35K ➡️ $178K
👁 View Call 📊 View Stats
➡️Auto-buy and sell calls like this through SpyDefi Filters!
Showing the 12 most recent of 20 posts we hold for @NFG_GAMBLES. 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.
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 4 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.
Handles this channel named that no longer answer
Dead references
1
handles named in this channel’s 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
@NFG_GAMBLES named 1 handle that resolve to nothing today. That is a fact about the reference, not necessarily a fact about the handle’s history — 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 — not that anything “died”. How this is measured.
Evidenced gone
We ourselves saw each of these resolve to a real page at some point before it went vacant — a genuine, evidenced change, not an inference from absence.
@buddymemespump named in 2 posts, 8 August 2026 – 9 August 2026 · confirmed gone 14 October 2026 (two independent sightings — see how we confirm a dead handle)evidenced
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.
SOL TRENDING @trendingssol · 134,668 Telegram ranks this channel #44 of 72 here — alongside 71 others — read 13 August 2026
Furious Plays @furiousplays · 23,562 Telegram ranks this channel #46 of 70 here — alongside 69 others — read 30 September 2026
Ryoshi Gamble @ryoshigamble · 37,018 Telegram ranks this channel #48 of 74 here — alongside 73 others — read 31 August 2026
Shyroshi Gambles @SHYROSHIGAMBLES · 24,247 Telegram ranks this channel #52 of 74 here — alongside 73 others — read 1 October 2026
🦁 LION CALLS 🦁 | LionCalls.io @LionCALL · 82,356 Telegram ranks this channel #53 of 86 here — alongside 85 others — read 10 September 2026
🦁 LION JUNGLE 🦁 | LionCalls.io @LionJUNGLE · 26,349 Telegram ranks this channel #58 of 85 here — alongside 84 others — read 10 September 2026
Maestros Gamble Degen Apes @Maestrosdegen · 35,776 Telegram ranks this channel #60 of 78 here — alongside 77 others — read 1 September 2026
Gambles 🎲 MadApes @mad_apes_gambles · 100,597 Telegram ranks this channel #61 of 84 here — alongside 83 others — read 15 August 2026
Gogeta Gambles ⚡️ @gogetagambles · 19,032 Telegram ranks this channel #66 of 78 here — alongside 77 others — read 27 September 2026
BATMAN GEMS 🦇 @batman_gem · 20,050 Telegram ranks this channel #66 of 80 here — alongside 79 others — read 20 September 2026
@ETHTRENDING (LIVE) @ETHTRENDING · 42,401 Telegram ranks this channel #66 of 77 here — alongside 76 others — read 28 August 2026
Mark Degens @MarkDegens · 23,455 Telegram ranks this channel #69 of 81 here — alongside 80 others — read 17 September 2026
BagCalls 🎒🎒🎒 @bagcalls · 54,094 Telegram ranks this channel #69 of 82 here — alongside 81 others — read 22 August 2026
ETH LP Lock, Burn @ethsafesniper · 26,474 Telegram ranks this channel #70 of 83 here — alongside 82 others — read 11 September 2026
Veigar Calls @veigarcalls · 25,225 Telegram ranks this channel #71 of 78 here — alongside 77 others — read 14 September 2026
Prints Printing Press @printspress · 18,970 Telegram ranks this channel #73 of 76 here — alongside 75 others — read 4 October 2026
𝐁𝐫𝐨𝐨𝐤 𝐂𝐚𝐥𝐥𝐬 🐧 @brookcalls · 31,642 Telegram ranks this channel #76 of 79 here — alongside 78 others — read 7 September 2026
Dōgen Dojo🇯🇵 @dogendojo · 31,609 Telegram ranks this channel #76 of 81 here — alongside 80 others — read 2 September 2026
- ETH - @lowtaxethx · 19,501 Telegram ranks this channel #77 of 79 here — alongside 78 others — read 4 October 2026
Degen Seals @DegenSeals · 34,150 Telegram ranks this channel #78 of 78 here — alongside 77 others — read 3 September 2026
Arcane Gems @arcanegems · 46,966 Telegram ranks this channel #78 of 81 here — alongside 80 others — read 27 August 2026
Maythous Calls @maythouscalls · 35,400 Telegram ranks this channel #81 of 81 here — alongside 80 others — read 2 September 2026
中国密码鲸公司 🇨🇳🐳🚀🌖 @ChinapumpWXC · 110,821 Telegram ranks this channel #82 of 90 here — alongside 89 others — read 14 August 2026
EZ Money’s Gems 💎 @EZMoneyCalls · 24,669 Telegram ranks this channel #83 of 86 here — alongside 85 others — read 14 September 2026
This channel appears in 24 seed channels' Telegram-generated recommendation lists in total. 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 20 October 2026 — this
entry's latest reading, not the date you are reading this.
“🔱 N0 FXCKS GIVEN GAMBLES” (@NFG_GAMBLES), 4,234 subscribers as measured 20 October 2026. Telegram Register, tgregister.com/channel/NFG_GAMBLES.
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.