# Just links (@j_links): Telegram channel statistics

Just links (@j_links) on Telegram: 6,949 subscribers, +21 in 30 days. Daily subscriber chart, post reach, engagement rate and similar channels.

- Telegram: https://t.me/j_links
- Category: [Education](https://telegraminformer.com/c/education.md)
- Language: English
- Audience country: International (no single country)
- Data as of: November 12, 2026
- Web page: https://telegraminformer.com/channels/j_links

Description:

> That's just link aggregator of everything I consider interesting, especially DL and topological condensed matter physics. @EvgeniyZh

## Key numbers

| Metric | Value |
|---|---|
| Subscribers | 6,949 |
| Change, 24 hours | +7 |
| Change, 7 days | – |
| Change, 30 days | +21 (0.3%) |
| Average post reach (views after 24 hours) | 1,395 |
| ERR (reach ÷ subscribers) | 20.1% |
| Interaction rate, ER (reactions ÷ views, 30 days) | 0.17% |
| Reactions per post (30 days) | 3 |
| Reposts per post (30 days) | 23 |
| Comments per post (30 days) | not collected |
| Posts per day (30 days) | 1.1 |
| Citation index (30 days) | – |
| Posts marked as ads (30 days) | 0 of 25 (0%) |

## Rankings by subscribers

- [#115 in Education](https://telegraminformer.com/c/education.md?page=3)
- [#1,360 among international channels](https://telegraminformer.com/catalog/international.md?page=28)
- [#2,655 among English channels](https://telegraminformer.com/channels.md?language=en&page=54)
- [#3,121 worldwide](https://telegraminformer.com/channels.md?page=63)

## Daily numbers, last 30 days

| Date | Subscribers | Change | Posts | Avg. views per post |
|---|---:|---:|---:|---:|
| 2026-11-11 | 6,949 | +7 | 0 | – |
| 2026-11-10 | 6,942 | +1 | 3 | 2,238 |
| 2026-11-09 | 6,941 | −2 | 1 | 907 |
| 2026-11-08 | 6,943 | +16 | 1 | 992 |
| 2026-10-11 | 6,927 | – | 0 | – |

## Views as a post ages (posts of the last 30 days)

| Post age | Average views |
|---|---:|
| 24 h | 1,395 |
| 48 h | 818 |
| 3 days | 912 |
| 7 days | 1,100 |

## When it posts

Busiest day: Tuesday. Busiest hour: 05:00 UTC. Based on 25 posts over the last 90 days.

## Recent posts

### 10 Nov 2026, 21:15 UTC · 5,130 views

> Architecture Decisions for Marin 535B-A23B https://openathena.ai/blog/marin-535b-architecture/

[Open post](https://t.me/j_links/8603)

### 10 Nov 2026, 20:31 UTC · 673 views

> https://www.youtube.com/watch?v=de-CszI9YXc

[Open post](https://t.me/j_links/8602)

### 10 Nov 2026, 03:39 UTC · 913 views

> Physical-Engineering’s Last Exam https://ple-bench.com/

[Open post](https://t.me/j_links/8600)

### 9 Nov 2026, 17:18 UTC · 907 views · 3 reactions

> Visual Token Routing: Learning to keep tokens that matter https://arxiv.org/abs/2611.06854

[Open post](https://t.me/j_links/8599)

### 8 Nov 2026, 16:46 UTC · 992 views

> EurekaBench: Measuring Agentic Ability to Discover New Scientific Insights https://openreview.net/forum?id=AwJ9Lw5Pld

[Open post](https://t.me/j_links/8598)

## Most viewed posts, last 30 days

- 24 Oct 2026, 07:45 UTC · 13,700 views · 7 reactions · 212 reposts: www.anthropic.com/research/formal-verification via @itpgchannel [Open post](https://t.me/j_links/8583)
- 10 Nov 2026, 21:15 UTC · 5,130 views: Architecture Decisions for Marin 535B-A23B https://openathena.ai/blog/marin-535b-architecture/ [Open post](https://t.me/j_links/8603)
- 27 Oct 2026, 05:43 UTC · 2,300 views · 11 reactions · 20 reposts: Double trouble https://github.com/anthropics/formal-math/tree/16a5ce41304fcdaea4e0be7c132e1c361dc26da5/eth https://github.com/openai/math/tr... [Open post](https://t.me/j_links/8585)
- 23 Oct 2026, 13:06 UTC · 2,200 views · 13 reactions · 56 reposts: A Fix for Softmax and Cross-Entropy https://arxiv.org/abs/2610.31642 [Open post](https://t.me/j_links/8582)
- 24 Oct 2026, 12:46 UTC · 2,160 views · 2 reactions · 18 reposts: Good QC for RL Data https://www.seancai.com/philosophy/good_qc_rl_data [Open post](https://t.me/j_links/8584)

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## Questions

### How many subscribers does Just links have?

Just links (@j_links) has 6,949 subscribers as of November 12, 2026.

### Is Just links growing?

It is holding steady: +21 subscribers (0.3%) in the last 30 days.

### How many people see a post on Just links?

A typical post gets about 1,400 views within 24 hours, roughly 20% of its subscribers (the ERR).

### What is Just links about?

It is listed in Education, and posts mostly in English. The channel describes itself as: “That's just link aggregator of everything I consider interesting, especially DL and topological condensed matter physics. @EvgeniyZh”

### Where does Just links rank?

By subscribers it is #115 in Education, #1,360 among international channels, #2,655 among English channels, #3,121 worldwide.

### Does Just links post ads?

None of its 25 posts in the last 30 days carried an ad label such as #ad or Sponsored. Unlabelled promotions can’t be detected.

### When does Just links post?

Most often on Tuesday, around 05:00 UTC. It publishes about 8 posts a week.

## About this data

TelegramInformer collects these figures itself from public Telegram channels every day (subscriber counts, post views, reactions, forwards and mentions). Nothing is self-reported by channel owners. Ranks count only channels in our catalog.

Cite as: “Just links (@j_links) Telegram statistics”, TelegramInformer, November 12, 2026, https://telegraminformer.com/channels/j_links