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Channel

Variational Announcements

@variational_io

On this record: Growth · Engagement · Reactions · Posts · Citations · Cite this entry

810subscribers

+5 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1002177381287
TypeChannel
Username@variational_io
CreatedBetween 1 June 2024 and 30 September 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live7 September 2026
Measurements held6
Confirmed unchanged1 time, most recently 7 September 2026
On Telegramt.me/variational_io

Growth

805810807.57 August 2026 — 805 subscribers7 August 2026 — 806 subscribers14 August 2026 — 809 subscribers20 August 2026 — 806 subscribers28 August 2026 — 809 subscribers7 September 2026 — 810 subscribers7 August 20267 September 2026
6 measurements spanning 31 days, net +5. 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 804–811 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
7 Sept 2026, 02:38810+1
28 Aug 2026, 14:54809+3
20 Aug 2026, 17:24806-3
14 Aug 2026, 02:05809+3
7 Aug 2026, 17:30806+1
7 Aug 2026, 00:32805first reading

Engagement

20 posts held, back to 17 July 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 page 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 7 August 2026. An engagement rate over an empty window would be a number about nothing.

Reaction mix

24 reactions across 11 posts, in 2 distinct kinds. The most used accounts for 79.2% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
1979.2%
👍520.8%

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 11 of the 20 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 24 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 20 most recent posts we hold, published 17 July 2026 to 7 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.

Recent posts

7 Aug 2026, 00:14 UTC9 viewsread 7 August 2026

New announcement from 333cas333 in Discord: For week 34 of the Omni points program, 150,000 points were distributed across 25,091 accounts. X Post @ here

5 Aug 2026, 14:55 UTC134 viewsread 7 August 2026

New announcement from 333cas333 in Discord: Zoom Communications`$ZM`& CrowdStrike `$CRWD` perps are now live with zero fees and up to 20x leverage. We're now 90% through our initial goal of 100 TradFi listings in 90 days. Listing ≠ endorsement. Always do your own research and trade with caution. X Post https://omni.variational.io/perpetual/ZM https://omni.variational.io/perpetual/CRWD @ here

5 Aug 2026, 13:01 UTC150 viewsread 7 August 2026

New announcement from 0xmgb in Discord: Variational founder @ User is now live with Castle Labs on X. Tune in for the latest updates! https://x.com/variational_io/status/2084986851744780524 @ here

4 Aug 2026, 14:50 UTC171 viewsread 7 August 2026

New announcement from 333cas333 in Discord: iShares Russell 2000`$IWM`& Biotech ETF `$XBI` perps are now live with zero fees and up to 20x leverage. Listing ≠ endorsement. Always do your own research and trade with caution. X Post https://omni.variational.io/perpetual/IWM https://omni.variational.io/perpetual/XBI @ here

4 Aug 2026, 00:46 UTC190 views5 reactionsread 7 August 2026

New announcement from 0xmgb in Discord: As a thank you to all traders in the third Variational TradFi trading competition, we've dropped an additional 20,000 points to all competitors proportional to their volume on TradFi markets during the competition period. Check the points page to see your distribution! @ here

5

3 Aug 2026, 14:32 UTC200 viewsread 7 August 2026

New announcement from 333cas333 in Discord: Walt Disney`$DIS`& Sony Group `$SONY` perps are now live with zero fees and up to 20x leverage. Listing ≠ endorsement. Always do your own research and trade with caution. X Post https://omni.variational.io/perpetual/DIS https://omni.variational.io/perpetual/SONY @ here

31 Jul 2026, 14:57 UTC260 viewsread 7 August 2026

New announcement from 333cas333 in Discord: BitMine Immersion Technologies `$BMNR`, CEA Industries `$BNC`, & Forward Industries `$FWDI` perps are now live with zero fees and up to 20x leverage. Listing ≠ endorsement. Always do your own research and trade with caution. X Post https://omni.variational.io/perpetual/BMNR https://omni.variational.io/perpetual/BNC https://omni.variational.io/perpetual/FWDI @ here

31 Jul 2026, 00:13 UTC281 views1 reactionsread 7 August 2026

New announcement from 333cas333 in Discord: For week 33 of the Omni points program, 150,000 points were distributed across 24,728 accounts. X Post @ here

1

30 Jul 2026, 14:50 UTC248 views1 reactionsread 7 August 2026

New announcement from 333cas333 in Discord: Take Two Interactive Software `$TTWO` perps are now live with zero fees and up to 20x leverage. Listing ≠ endorsement. Always do your own research and trade with caution. X Post https://omni.variational.io/perpetual/TTWO @ here

1

29 Jul 2026, 15:08 UTC269 views1 reactionsread 7 August 2026

New announcement from 0xmgb in Discord: As one of the largest protocols on Arbitrum, we're proud to announce a partnership with the Arbitrum Foundation for expanded security audits, sponsored gas, and protocol analytics. Variational has already undergone multiple audits by leading security firms. Together with the Arbitrum Foundation, we'll conduct at least two more by the end of Q3. The partnership also includes

1

28 Jul 2026, 14:46 UTC256 views2 reactionsread 7 August 2026

New announcement from 333cas333 in Discord: Energy Select Sector SPDR ETF`$XLE`& Ultra VIX ETF `$UVXY` perps are now live with zero fees and up to 20x leverage. We're now 80% through our initial goal of 100 TradFi listings in 90 days. More listings to come with the upcoming launch of swaps. Listing ≠ endorsement. Always do your own research and trade with caution. X Post https://omni.variational.io/perpetual/XL

2

27 Jul 2026, 13:52 UTC252 viewsread 7 August 2026

New announcement from 333cas333 in Discord: IBM`$IBM`& Dell Technologies`$DELL` perps are now live with zero fees and up to 20x leverage. Listing ≠ endorsement. Always do your own research and trade with caution. X Post https://omni.variational.io/perpetual/IBM https://omni.variational.io/perpetual/DELL @ here

Showing the 12 most recent of 20 posts we hold for @variational_io. 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 11 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.

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 7 September 2026 — this entry's latest reading, not the date you are reading this.

“Variational Announcements” (@variational_io), 810 subscribers as measured 7 September 2026. Telegram Register, tgregister.com/channel/variational_io.

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.