Telegram RegisterThe public register of Telegram

Channel

Garyの梦呓

@GaryNoHeya

On this record: Growth · Engagement · What this channel posts · Reactions · Posts · Polls · Citations · Handles named that no longer answer · Cite this entry

2,866subscribers

-27 since we began measuring on 6 August 2026

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

Register entry

Telegram ID-1001722401949
TypeChannel
Username@GaryNoHeya
CreatedBetween 1 December 2021 and 30 April 2023— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live12 August 2026
Measurements held5
Confirmed unchanged1 time, most recently 12 August 2026
On Telegramt.me/GaryNoHeya

Growth

2,8662,9062,8866 August 2026 — 2,893 subscribers6 August 2026 — 2,893 subscribers6 August 2026 — 2,896 subscribers9 August 2026 — 2,906 subscribers12 August 2026 — 2,866 subscribers6 August 202612 August 2026
5 measurements spanning 7 days, net -27. 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 2,860–2,912 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
12 Aug 2026, 22:482,866-40
9 Aug 2026, 13:012,906+10
6 Aug 2026, 11:102,896+3
6 Aug 2026, 05:042,893no change
6 Aug 2026, 04:462,893first reading

Engagement

21 posts held, back to 27 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 2 pagesof Telegram’s post history, 20 posts per page.

ERR · 30 days
31.0%
avg views ÷ 2,866 subscribers
Avg views / post
889
21 posts measured
Reaction rate
0.75%
reactions ÷ views · ER floor
Posts in window
21
of 21 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 7 August 2026
Posts held21 (27 July 20267 August 2026)
Views total18,668
Reactions total140
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken7 Aug 2026, 16:05 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

Video runtime
6s
Average length
6s

Measured directly from 1 video with a duration reading, out of the posts we hold for this channel — not this channel’s 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 Telegram’s own rounded chrome, so it carries no mark.

Reaction mix

113 reactions across 19 posts, in 13 distinct kinds. The most used accounts for 37.2% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
🐳4237.2%
1815.9%
1210.6%
🙏87.08%
👍54.42%
👻54.42%
😇54.42%
😈54.42%
🍾43.54%
😡43.54%
🤔21.77%
🤣21.77%
👾10.885%

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 21 of the 21 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 140reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 21 most recent posts we hold, published 27 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, 14:53 UTC78 views5 reactionsread 7 August 2026
Forwarded from @pseudoyulifePhoto

最近在「壹个村小」成都夏令营做了几周义工,跟创始人聊了很多。 他 06 年本科计算机毕业,做了三个月开发后发现并不是心之所向,去云南支教,后来和同行的小伙伴一起创立了这个公益助学组织,到现在做了接近 20 年。 组织的官网是他 2008 年用 Adobe Dreamweaver 做的,用的 ASP 和 Microsoft Access,到现在几乎不可维护,于是在义工期间我回归自己的本行,花了一周多使用 Next.js + Postgres 完全重构了整个网站页面、DB 数据结构和所有的后端逻辑,在这周一正式上线了。 创始人跟我说,他们的大量时间花在了捐助人和学生之间的信息传达和沟通上,现在每年新增学生大概七八百,同时在管理的学生两三千,有这样一个更好的系统省下的时间,或许能让他们跟更多的学校和学生去家访沟通,每年或许能有更多的容量帮助到更多的学生,哪怕只是几十个。 在 AI Coding 的时代,时常觉得代码已经毫无价值

5

5 Aug 2026, 01:32 UTC≈1,660 views6 reactionsread 7 August 2026

爷爷你关注的UP更新了! 有趣又干货👻 https://www.bilibili.com/video/BV1buuF6zEVg/

🐳4🤔2

4 Aug 2026, 17:33 UTC556 views8 reactionsread 7 August 2026
Photo

This is what Helen of Troy looked like. Twitter #晚安

8

4 Aug 2026, 08:18 UTC644 views9 reactionsread 7 August 2026
Forwarded from @quickpaste

为防止水群太多智力减退,请完成以下数学题: 一组小朋友在一起玩耍,他们人数不止2个人,但分成每两人一组之后没有多余的人。请证明可以把他们分成两个神奇的小组,每组的人数都无法分成人数相等的多人小组。

🐳9

4 Aug 2026, 04:11 UTC690 views2 reactionsread 7 August 2026
Forwarded from @acherkrauVideo

白水 feat. 魔法使い @shirouzu_ref 从群友了解到一个可以给 svg 做变形的库 morphicons。 配合一下可以实现任意文字的丝滑转换了🤤 🔗 查看原推

🐳2

2 Aug 2026, 17:39 UTC896 views3 reactionsread 7 August 2026

多模态生成模型 Minimax-H3 即将发布 - Comfy 团队的测试表示使用最低配置的 12GB 3060、32GB 内存和 NVMe SSD ,生成一段 5 秒钟(124 帧)480p 视频,全程(20 步)耗时不到 9 分钟 https://modelscope.cn/models/MiniMax/MiniMax-H3/summary #AI

🐳3

1 Aug 2026, 02:18 UTC≈1,110 views8 reactionsread 7 August 2026

https://fxtwitter.com/i/status/2083077819433632156 https://github.com/qqqqqf-q/OpenAnytime

👍5🐳3

1 Aug 2026, 01:33 UTC973 views8 reactionsread 7 August 2026

为什么中医里说骨髓,猪脑等高蛋白,高能量食物是极为寒性的? | 原文

62

31 Jul 2026, 15:03 UTC881 views12 reactionsread 7 August 2026

#parody 据说 Dario Amodei 从来不喝白兰地、威士忌和伏特加这类烈酒,因为烈酒是蒸馏得到的。

😈5🍾4🐳1👻1👾1

31 Jul 2026, 07:08 UTC984 views10 reactionsread 7 August 2026
Photo

Deepseek V4 Flash 正式版开启公测 1. 重新进行了后训练,多项基准测试超 V4-Pro-Preview 2. 正式版 DeepSeek-V4-Flash 使用 DeepSeek Harness 极简模式(即将发布)作为框架进行测试,还在憋 3. 增加了 Responses API 支持,可接入 Codex,并预告 V4-Pro 正式版将 8 月初发布 Source https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731

🐳10

30 Jul 2026, 17:20 UTC829 views4 reactionsread 7 August 2026

背景: 1. 马斯克称 Grok 4.6 将于 8 月 7 日发布,数周后将推出 2.1T 参数的 Grok 4.7 2. Gemini 研究员称正与合作伙伴测试 Gemini 3.5 Pro,并计划很快发布 3. Deepseek 称 V4 正式版将于七月中旬发布 Source: elonmusk Logan Kilpatrick From

👻3🐳1

30 Jul 2026, 17:07 UTC770 views5 reactionsread 7 August 2026

OpenAI 将 GPT-5.6 Luna 的价格下调 80%,GPT-5.6 Terra 的价格下调 20%。调整后 Luna API 定价为每百万个输入 Token 0.20 美元,每百万个输出 Token 1.20 美元。 Sol 定价、ChatGPT 和 Codex 订阅价格及配额预算保持不变,Terra 和 Luna 的使用消耗的积分更少。GPT-5.6 Sol 快速模式取代了 API 中的优先处理。 #AI #快讯

🐳5

Showing the 12 most recent of 21 posts we hold for @GaryNoHeya. 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.

Polls

The poll we hold for this entry, as Telegram rendered it when we read the post. A poll’s figures keep moving after that, so each one is dated.

29 Jul 2026, 15:17 UTCAnonymous Poll815 voters

你的 GiffGaff 卡还好么

  1. 我在用 GiffGaff,目前 Safe31%
  2. 我在用 GiffGaff,被淦了21%
  3. 我没有在用 GiffGaff49%

Shares as published, totalling 101%. No per-option vote count is published by Telegram, so none is shown.

Percentages only — there are no per-option vote counts here, because Telegram publishes none.The public post preview gives each option’s share and a single voter total, and nothing else. Multiplying one by the other would produce a per-option tally that looks measured and is not: the shares are rounded to whole numbers before we ever see them. We print what was published and leave the column that does not exist empty.

The shares need not add up to 100.Rounding alone puts many polls at 99 or 101. A poll that allows more than one answer per voter runs well past 100 by design, and several here do. The bars are drawn against a fixed 100% track at each option’s own percentage rather than normalised to the total, so a poll that exceeds it shows that it does instead of being quietly rescaled.

Read from the 21 most recent posts we hold, published 27 July 2026 to 7 August 2026. Telegram labels each poll by kind — an anonymous poll, a quiz, a closed set of final results — and that label is reproduced rather than paraphrased.

Citation-graph rank

Citation-graph rank — 237,119 of 1,350,102entries in the measured graph. A weighted position computed from the forward and mention edges below — republished posts weigh more than named mentions — and recomputed periodically, over the whole graph. Published only as this ordinal position, never as a score: a position is a fact, and a score printed beside one channel’s name would read as a verdict this register does not make. The two counts beneath stay separate for the same reason mentions are never summed with forwards anywhere else on this page — a named-by count costs nothing to manufacture. The top 100 by this measure, or how it is computed.

Forward network

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

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 12 August 2026 — this entry's latest reading, not the date you are reading this.

“Garyの梦呓” (@GaryNoHeya), 2,866 subscribers as measured 12 August 2026. Telegram Register, tgregister.com/channel/GaryNoHeya.

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.