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Channel

SOCCER LAB

@soccer_lab

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

1,197subscribers

-21 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 1,000–3,162.

Register entry

Telegram ID-1002114751386
TypeChannel
Username@soccer_lab
CreatedBetween 1 November 2023 and 31 May 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live19 September 2026
Measurements held14
Confirmed unchanged1 time, most recently 19 September 2026
On Telegramt.me/soccer_lab

Topic

Sports — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 18 September 2026 and assigned it the closest of 31 fixed categories, at 83% 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.

Growth

1,1881,2221,2057 August 2026 — 1,218 subscribers7 August 2026 — 1,218 subscribers10 August 2026 — 1,214 subscribers13 August 2026 — 1,210 subscribers17 August 2026 — 1,208 subscribers20 August 2026 — 1,198 subscribers24 August 2026 — 1,193 subscribers26 August 2026 — 1,188 subscribers30 August 2026 — 1,214 subscribers2 September 2026 — 1,222 subscribers6 September 2026 — 1,213 subscribers10 September 2026 — 1,210 subscribers14 September 2026 — 1,206 subscribers19 September 2026 — 1,197 subscribers1,1977 August 202619 September 2026
14 measurements spanning 43 days, net -21. 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 1,183–1,227 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
19 Sept 2026, 12:561,197-9
14 Sept 2026, 19:161,206-4
10 Sept 2026, 22:411,210-3
6 Sept 2026, 09:211,213-9
2 Sept 2026, 02:481,222+8
30 Aug 2026, 09:031,214+26
26 Aug 2026, 23:231,188-5
24 Aug 2026, 01:151,193-5
20 Aug 2026, 06:481,198-10
17 Aug 2026, 11:261,208-2
13 Aug 2026, 13:361,210-4
10 Aug 2026, 17:311,214-4
7 Aug 2026, 23:031,218no change
7 Aug 2026, 12:301,218first reading

Engagement

15 posts held, back to 15 May 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 15 posts for this entry, the most recent from 3 August 2026. An engagement rate over an empty window would be a number about nothing.

Reaction mix

80 reactions across 15 posts, in 1 kind.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
80100.0%

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 15 of the 15 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 80 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 15 most recent posts we hold, published 15 May 2026 to 3 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

3 Aug 2026, 13:01 UTC108 views8 reactionsread 7 August 2026

So I'm going to share two models! My total over model and my draw model. Season's almost here! We're ready.

8

3 Aug 2026, 13:01 UTC108 views7 reactionsread 7 August 2026
Photo

Big announcement. I've been working hard this off-season building and optimizing a draw model. Today I'm sharing the result (see the sheet in the attachment). 2092 tracked plays since season 2020-21 All time 749-1343 (35.8%) 35.59% ROI +744.58 units Last season 94-236 (28.48%) 9.75% ROI +32.16 units Important to know is that the biggest historical drawdown was 23.3 units. I therefore recommend not flat betting

7

12 Jul 2026, 16:29 UTC186 views9 reactionsread 7 August 2026

Just over one month to go until the new soccer season kicks off! I’ll be sharing the plays from my soccer model here throughout the season (results from previous seasons can be found above). The first plays are expected to be posted around mid-August. Just giving you a heads-up.

9

22 Jun 2026, 12:42 UTC292 views3 reactionsread 7 August 2026
Photo

Performance by season: 20/21: 142-74 | 24.76% ROI | +53.49u 21/22: 117-90 | 6.97% ROI | +14.42u 22/23: 135-94 | 14.71% ROI | +33.68u 23/24: 143-84 | 19.81% ROI | +44.96u 24/25: 130-81 | 13.42% ROI | +28.31u 25/26: 153-80 | 22.47% ROI | +52.35u See the attachment for the sheets with all data per season.

3

22 Jun 2026, 12:33 UTC187 views3 reactionsread 7 August 2026
Photo

UPD: Made a few changes and doubled the sample size (1300+ plays). ————————— Results since August 2020: Total plays: 1323 Record: 820-503 (61.98% WR) Avg odds: 1.94 ROI: 17.17% Profit: +227.21 units Drawdown Max DD ever recorded: -10.26u Volume Avg plays per active week: 6 Avg plays per active month: 22 Week with the most volume: 12 plays Month with the most volume: 39 plays Monthly Summary Profitable months:

3

24 May 2026, 20:46 UTC308 views10 reactionsread 7 August 2026
Photo

The season has now come to an end, and I'd like to share a short season breakdown. Above I've shared a sheet specifically covering this season with all the data. I'll start by saying this has been an outstanding season with an excellent performance. Total plays: 111 (73W-38L) WR: 65.77% Avg odds: 1.97 / -103 ROI: 26.57% Profit: +29.49 units The biggest drawdown was just -3.56 units, an excellent overall performan

10

24 May 2026, 18:49 UTC239 views3 reactionsread 7 August 2026

Villareal / Atletico Madrid over 2.5 (-225) ✅ Specifically Villareal plays: 25-4 (86.2% WR) avg odds 1.59 (-169) ROI 36.8% +10.67U Unfortunately, very low odds today. Average odds for this system is -101, but sometimes low odds like today also occur.

3

24 May 2026, 14:51 UTC241 views2 reactionsread 7 August 2026
Photo

Liverpool / Brentford over 2.5 (-187) ❌

2

Showing the 12 most recent of 15 posts we hold for @soccer_lab. 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.

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

“SOCCER LAB” (@soccer_lab), 1,197 subscribers as measured 19 September 2026. Telegram Register, tgregister.com/channel/soccer_lab.

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.