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Channel

Crypto Intel Lab

@CryptoIntelLab

On this record: Topic · Observations · Channels linked by matching posts · Growth · Engagement · What this channel posts · Posts · Citations · Cite this entry

33,933subscribers

-6,024 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of 31,623–100,000.

Register entry

Telegram ID-1001350833236
TypeChannel
Username@CryptoIntelLab
CreatedBetween 1 March 2018 and 31 August 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live9 November 2026
Measurements held62
Confirmed unchanged1 time, most recently 9 November 2026
On Telegramt.me/CryptoIntelLab

Topic

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 96% 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 3 other registered channels. This entry also sits inside a group of 4 channels linked by matching posts, directly or through other channels in the group; two members of the group may share no posts with each other. 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)
Posted firstThenOverlapGap
@learn2tradectypto/199213 Aug 2026, 13:15 UTC@CryptoIntelLab/2027 · this entry3 Aug 2026, 13:16 UTC1.00under a minute
@CryptoIntelLab/2048 · this entry8 Aug 2026, 13:26 UTC@learn2tradectypto/199458 Aug 2026, 13:27 UTC1.0072 seconds
@learn2tradectypto/1997113 Aug 2026, 20:40 UTC@CryptoIntelLab/2067 · this entry13 Aug 2026, 20:40 UTC1.00under a minute
@learn2tradectypto/1997915 Aug 2026, 18:25 UTC@CryptoIntelLab/2076 · this entry15 Aug 2026, 18:25 UTC1.00under a minute
@CryptoIntelLab/2127 · this entry25 Aug 2026, 18:58 UTC@learn2tradectypto/2003225 Aug 2026, 18:58 UTC1.00under a minute
@learn2tradectypto/2004528 Aug 2026, 06:21 UTC@CryptoIntelLab/2149 · this entry29 Aug 2026, 04:09 UTC1.0022 hours
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
ChannelMatching postsText overlapTypical gapPublished first
@learn2tradectypto61 (8/8 hand-verifiable sample passed)1.00under a minute@learn2tradectypto (35–26)
@learn2tradenews61 (8/8 hand-verifiable sample passed)1.00under a minute@learn2tradenews (35–26)
@cryptosignals0rg18 (8/8 hand-verifiable sample passed)1.00under a minuteeven

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. 71 of the 79 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 257 comparable posts for this entry, running 2 August 2026 to 10 November 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 4 channels, the one whose matching posts we hold earliest is @learn2tradenews. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_mutual, 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 4 registered channels linked by matching posts, directly or through other channels in the group. This channel may share no posts with some of the channels listed below, and listed channels may share none with each other. 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.

Growth

33,93339,95736,9456 August 20269 November 2026
62 measurements spanning 95 days, net -6,024. 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 33,029–40,861 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 62
Measured (UTC)SubscribersChange
9 Nov 2026, 18:4933,933-182
8 Nov 2026, 10:5034,115-59
7 Nov 2026, 03:0834,174-80
6 Nov 2026, 02:0034,254-33
5 Nov 2026, 02:2634,287-53
4 Nov 2026, 02:4934,340-309
3 Nov 2026, 04:1834,649-268
2 Nov 2026, 00:3834,917-55
1 Nov 2026, 03:0734,972-32
31 Oct 2026, 05:5835,004-126
30 Oct 2026, 05:3835,130-271
29 Oct 2026, 06:0935,401-41
28 Oct 2026, 03:3835,442-35
27 Oct 2026, 00:4635,477-51
25 Oct 2026, 23:4635,528-30
25 Oct 2026, 00:5835,558-74
23 Oct 2026, 23:1535,632-46
22 Oct 2026, 23:0935,678-15
22 Oct 2026, 00:1435,693-41
20 Oct 2026, 20:5735,734first reading

Engagement

270 posts held, back to 2 August 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 180 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
28.6%
avg views ÷ 33,933 subscribers
Avg views / post
9,690
30 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
30
of 270 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.

What these figures were computed from
WindowRolling 30 days · latest post in window 10 November 2026
Posts held270 (2 August 2026 – 10 November 2026)
Views total290,660
Reactions total—
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken11 Nov 2026, 06:08 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

Photos
703
Links
721

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.

Recent posts

Telegram’s own ‘edited’ marker: 0 of 30 posts held from the last 30 days (0%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).

10 Nov 2026, 20:03 UTC≈11,300 viewsread 11 November 2026
Photo

🚨 SIGNALS JUST GOT A MAJOR UPGRADE 🚨 The new Learn2Trade Terminal is live, and you can see every trade idea before you take it. 📊 80 trade ideas, ranked across forex, crypto, stocks, futures and commodities 🎯 Exact levels on the chart. Entry, stop loss and take profit are drawn right where you can see them ⚖️ Reward-to-risk on every idea, so you know the upside before you click 🧠 6 chart checks per idea that tel…

10 Nov 2026, 15:44 UTC≈11,300 viewsread 11 November 2026
Photo

🔥 MARKET NEWS: Hot US CPI hits gold and lifts the dollar US inflation came in hotter than expected for October, and markets moved fast. 📊 CPI +0.4% m/m vs 0.3% forecast; core +0.3% vs 0.2% 🥇 Gold down about 2%, near $4,050 💵 Dollar index up 0.3% to around 102; EUR/USD slips below 1.12 ₿ Bitcoin down about 1%, near $73,500 A December Fed hike is now fully priced, with some bets on a half-point move. Next up: US PP…

10 Nov 2026, 11:35 UTC≈11,300 viewsread 11 November 2026

🔥 VIP SIGNAL 🔥 🔴 ETH/USD: SELL (market) 🎯 Entry: 2093.00 🛑 Stop loss: 2144.72 ✅ TP1: 2041.28 ✅ TP2: 1989.56 ⏱ Timeframe: 24h 📊 Signal score: 86.0/100 ⚠️ Trading involves a substantial risk of loss. Not financial advice ☆cryptoleaksz

10 Nov 2026, 08:37 UTC≈11,400 viewsread 11 November 2026

🔥 VIP CRYPTO UPDATE 🔥 🟢 SOL/USD SELL from 86.66: open and about 1.2% in profit at 85.63. Stop loss stays at 89.01, TP1 at 84.31. 🟢 DOGE/USD SELL LIMIT 0.07141: TP1 banked at 0.06901 (+3.4%) on Sunday. Runner still open about 2.1% in profit at 0.06992, with TP2 at 0.06662 next. Keep your stop at entry (0.07141). 💻 Haven't logged in to the Learn2Trade Terminal yet? Every signal, live with its score 👇 ⚠️ Trading inv…

9 Nov 2026, 21:31 UTC≈11,300 viewsread 11 November 2026
Photo

Oil just slid hard and gold is still holding above $4,100, and US CPI hits at 13:30 Madrid tomorrow. Here's what traders are watching tonight (levels + week-ahead): 👉 https://learn2.trade/us-cpi-tomorrow-oil-gold-9-november-2026 ☆cryptoleaksz

9 Nov 2026, 20:16 UTC≈11,300 viewsread 11 November 2026

🤖 Quick question for our traders More of you are using AI agents (ChatGPT, Claude, custom bots and similar) to help with your trading. We're thinking about letting you connect your own agent to the Learn2Trade Terminal, so it can place trades with your broker automatically, using our signals or your own. Before we build it, we'd like to hear from you 👇 (the poll is anonymous ☆cryptoleaksz

9 Nov 2026, 20:13 UTC≈11,300 viewsread 11 November 2026

Before we build it, we'd like to hear from you 👇 (the poll is anonymous ☆cryptoleaksz

9 Nov 2026, 20:13 UTC≈11,300 viewsread 11 November 2026

of you are using AI agents (ChatGPT, Claude, custom bots and similar) to help with your trading. We're thinking about letting you connect your own agent to the Learn2Trade Terminal, so it can place trades with your broker automatically, using our signals or your own ☆cryptoleaksz

9 Nov 2026, 20:13 UTC≈11,300 viewsread 11 November 2026

🤖 Quick question for our traders ☆cryptoleaksz

9 Nov 2026, 16:31 UTC≈11,300 viewsread 11 November 2026

🔥 VIP SIGNAL 🔥 🔴 SOL/USD: SELL (market) 🎯 Entry: 86.66 🛑 Stop loss: 89.01 ✅ TP1: 84.31 ✅ TP2: 81.96 ⏱ Timeframe: 24h 📊 Signal score: 89.3/100 ⚠️ Trading involves a substantial risk of loss. Not financial advice ☆cryptoleaksz

9 Nov 2026, 10:47 UTC≈11,400 viewsread 11 November 2026

Quick favour 🙏 We're improving the Learn2Trade Terminal and want to build what you actually want. Two quick taps below, 10 seconds. Thank you ☆cryptoleaksz

9 Nov 2026, 08:38 UTC≈11,300 viewsread 11 November 2026

🔥 VIP CRYPTO UPDATE 🔥 ✅ XRP/USD SELL LIMIT 1.1964: filled Friday. TP1 HIT at 1.1587 (+3.2%) Saturday and TP2 HIT at 1.1211 (+6.3%) Sunday. Trade closed. ✅ DOGE/USD SELL LIMIT 0.07141: filled Friday. TP1 HIT at 0.06901 (+3.4%) Sunday. Runner still open about 3.5% in profit at 0.06889, with TP2 at 0.06662 next. Move your stop to entry (0.07141). 💻 Haven't logged in to the Learn2Trade Terminal yet? Every signal, live…

Showing the 12 most recent of 270 posts we hold for @CryptoIntelLab. 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.

Mentions

Named by 1 registered channel — 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.

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 9 November 2026 — this entry's latest reading, not the date you are reading this.

“Crypto Intel Lab” (@CryptoIntelLab), 33,933 subscribers as measured 9 November 2026. Telegram Register, tgregister.com/channel/CryptoIntelLab.

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.