Telegram channel ERR in Computer science

ERR is available for 76 of 76 channels. Median ERR in this sample is 11.8%.

Channels sampled

Median niche ERR

11.8%

Channels with ERR

Latest snapshot

2026-10-08

ERR is median mature-post views divided by subscribers. A very high value is not automatically better; compare it with channel size and cleanliness.

Evidence and limitations

This page uses the latest saved public snapshot for each listed channel. Its aggregates are calculated from the visible sample; missing counters are not replaced with zero.

The sample is not a census of Telegram and may change after new checks. The cleanliness index is probabilistic: it describes public metrics, not the owner's actions.

@redbic_t — Redbic Subscribers: 18,500 · Median views: 147,223 795.8% ERR
@glushbce — обходы глушилок || впн Subscribers: 1,807 · Median views: 5,205 288.0% ERR
@nedyrov — Boring channel Nedyrov Subscribers: 2,862 · Median views: 5,855 204.6% ERR
@mfapple — MFApple Subscribers: 110 · Median views: 191 173.6% ERR
@redvibe_multibrowser — Redvibe Multibrowser | мультибраузер Subscribers: 10 · Median views: 14 140.0% ERR
@max_vibe — MaxVibe | Новости Subscribers: 3,009 · Median views: 3,995 132.8% ERR
@redbictt1 — Скачать тик ток мод | Redbic Subscribers: 53,577 · Median views: 59,904 111.8% ERR
@ahwaz_hackerz — Ahwaz Pack Subscribers: 35,704 · Median views: 35,751 100.1% ERR
@yunduancloud — 腾讯云｜ AWS |阿里云｜自助开户 Subscribers: 154 · Median views: 148 96.1% ERR
@by_miracles — Drops by Miracles Subscribers: 2,163 · Median views: 1,760 81.4% ERR
@elon_musk_tesla_motors — Илон Маск / IT blog Subscribers: 52,855 · Median views: 40,591 76.8% ERR
@quattrovpn_news — Quattro VPN — Новости Subscribers: 1,146,912 · Median views: 772,226 67.3% ERR
@hitvpn_news — hitvpn_blog Subscribers: 4,404,048 · Median views: 2,687,620 61.0% ERR
@oztyvyablok — Отзывы | Грузим яблоки 🍏 Subscribers: 1,655 · Median views: 990 59.8% ERR
@robotfleksa — Робот Fleksa | Нейросети - новости, обучение, лайфхаки Subscribers: 1,815 · Median views: 915 50.4% ERR
@elixproject — 💧 elix Subscribers: 21,976 · Median views: 10,802 49.2% ERR
@ai_to_business — ИИ работает за тебя | Внедрение ИИ в бизнес Subscribers: 15,450 · Median views: 6,018 39.0% ERR
@darknet_links_ru — Даркнет ссылки | актуальные onion ссылки Subscribers: 207,873 · Median views: 79,771 38.4% ERR
@promt_dsgn — AIONZA NEWS | AI Studio Subscribers: 421 · Median views: 150 35.6% ERR
@lumaai_public — LUMORA | ИИ Тренды, Фото, Видео Subscribers: 1,770 · Median views: 543 30.7% ERR
@fotobudka_ai — Фотобудка ИИ | тренды и нейросети | контент ИИ | шотикс | пингвин | чиз Subscribers: 32,555 · Median views: 8,975 27.6% ERR
@mods_na_tik_tok — Тик Ток мод 46.9.5 Subscribers: 281,612 · Median views: 73,702 26.2% ERR
@githubradar — GitHub Radar Subscribers: 27,400 · Median views: 5,936 21.7% ERR
@daily_free_internet — DAILY | ነፃ ኢንተርኔት | CRYPTO Subscribers: 33,537 · Median views: 6,935 20.7% ERR
@chatgpt_botnews — ChatGPT 4.0 & [🅼🅹] | Bot News Subscribers: 294,734 · Median views: 60,139 20.4% ERR
@ru_hardware_soft — Импортозамещение в ИТ Subscribers: 8,647 · Median views: 1,740 20.1% ERR
@gptmainnews — GPT | ChatGPT | Midjourney — GPTMain News Subscribers: 1,631,836 · Median views: 292,965 18.0% ERR
@winexperty — WinExperty Subscribers: 2,837 · Median views: 504 17.8% ERR
@sdghoavtrkmdlipm — NovaX VPN | V2RayNG ⚡ Subscribers: 2,389 · Median views: 416 17.4% ERR
@newshub_now — NEWS HUB Subscribers: 37,068 · Median views: 6,162 16.6% ERR
@skregions — Сколково Регионы Subscribers: 526 · Median views: 87 16.5% ERR
@intellebeauty — AI Beauty Subscribers: 2,150 · Median views: 349 16.2% ERR
@gogptru — GoGPT | Агрегатор нейросетей [WEB & BOT] Subscribers: 32,595 · Median views: 4,649 14.3% ERR
@ned0news — НедоNews Subscribers: 11,395 · Median views: 1,598 14.0% ERR
@chat_ai_bot_news — Chat AI Новости - GPT, Midjourney, Claude, Gemini и др. Subscribers: 105,296 · Median views: 14,343 13.6% ERR
@iphonesru — iPhones.ru Subscribers: 64,140 · Median views: 8,213 12.8% ERR
@ashesvpn — From the ashes 🥶 Subscribers: 13,982 · Median views: 1,759 12.6% ERR
@harnessllm — Просто Harness Subscribers: 164 · Median views: 20 12.2% ERR
@productshelf — Продуктовая полка Subscribers: 6,418 · Median views: 737 11.5% ERR
@polza_channel — Android TV | Полезный канал | Xiaomi TV Subscribers: 45,235 · Median views: 5,103 11.3% ERR
@jggl_official — JGGL Official Subscribers: 1,909,608 · Median views: 198,731 10.4% ERR
@easy_swift — Swift | Вопросы собесов Subscribers: 2,167 · Median views: 220 10.2% ERR
@eyob_tech — EYOB TECH Subscribers: 15,150 · Median views: 1,526 10.1% ERR
@cifronix — CIFRONIX Subscribers: 29,912 · Median views: 2,998 10.0% ERR
@easy_java_ru — Java | Вопросы собесов Subscribers: 11,340 · Median views: 1,139 10.0% ERR
@webdev_trainings — Web Development Subscribers: 133,868 · Median views: 12,380 9.2% ERR
@applepointmsk — Apple.Point Subscribers: 2,162 · Median views: 183 8.5% ERR
@imaxairu — Максим Горшенин | imaxai Subscribers: 27,613 · Median views: 2,309 8.4% ERR
@sniper_apk — Ethio Free Server🍿 Subscribers: 27,538 · Median views: 2,316 8.4% ERR
@apple_nasiya_market — APPLE TELEFON NASIYA 🍏 Subscribers: 101,601 · Median views: 8,113 8.0% ERR
@omsk_kingstore — KINGSTORE | Ваш Apple-гид в Омске🍏 Subscribers: 5,333 · Median views: 402 7.5% ERR
@slidy_ai — Нейросеть для презентаций | Slidy.ai Subscribers: 185,639 · Median views: 13,375 7.2% ERR
@sborkapc_ali — 🍋 КИСЛЫЙ ТЕХНИК | Сборка ПК Subscribers: 20,091 · Median views: 1,296 6.5% ERR
@naryfusion — ᳆𝐀𝐑𝐘𝐅𝐔𝐒𝐈𝐎𝐍 Subscribers: 19,394 · Median views: 1,230 6.3% ERR
@profiobzorov — Профи Контента | Нейросети | ИИ Subscribers: 84,250 · Median views: 5,345 6.3% ERR
@free_netk — FREE NET 254🇰🇪🇰🇪 Subscribers: 24,595 · Median views: 1,495 6.1% ERR
@fabula_community — Fabula AI • Нейросеть для селлеров Subscribers: 124,934 · Median views: 7,280 5.8% ERR
@chatgpt_try — TryChatGPT.ru GPT | ChatGPT | IT | Нейросети Subscribers: 167,243 · Median views: 8,938 5.3% ERR
@lexygpt — Lexy | Промты • ИИ • Новости Subscribers: 199,948 · Median views: 10,349 5.2% ERR
@easyapk — 📲 Easy APK Subscribers: 1,222,631 · Median views: 59,256 4.8% ERR
@jarvisnew — Джарвис Ньюс | Нейросети Subscribers: 86,450 · Median views: 4,045 4.7% ERR
@neuroset_vidit — Нейросеть видит Subscribers: 127,953 · Median views: 5,845 4.6% ERR
@promtyi — Промты ИИ Subscribers: 92,057 · Median views: 4,158 4.5% ERR
@info_ii — ИИ Технологии Subscribers: 83,769 · Median views: 3,715 4.4% ERR
@pulse_gpt — PulseGPT | Новости, нейросети, гайды Subscribers: 45,928 · Median views: 1,961 4.3% ERR
@it_abc — IT — это просто Subscribers: 12,461 · Median views: 520 4.2% ERR
@pochinka — Pochinka_blog Subscribers: 81,995 · Median views: 3,272 4.0% ERR
@exploitex — Эксплойт Subscribers: 2,042,299 · Median views: 76,753 3.8% ERR
@npv_tunneltm — NPV TUNNEL TM Subscribers: 12,110 · Median views: 444 3.7% ERR
@demesickk — Бизнес с Китаем | Дмитрий Хван Subscribers: 26,880 · Median views: 955 3.6% ERR
@ai_quanta — КВАНТА AI - про нейросети Subscribers: 55,834 · Median views: 1,899 3.4% ERR
@skolkovolive — Сколково Subscribers: 42,006 · Median views: 1,170 2.8% ERR
@hiaimedia — Hi, AI • Новости технологий Subscribers: 2,580,490 · Median views: 50,356 2.0% ERR
@pro_ai_novosti — Мир нейросетей - новости, обучение и заработок Subscribers: 50,287 · Median views: 982 2.0% ERR
@gpt4tchannel — ИИ-бот №1 | GPT4Telegrambot Subscribers: 949,553 · Median views: 18,105 1.9% ERR
@neuralforbusiness — Нейросети для бизнеса Subscribers: 25,133 · Median views: 136 0.5% ERR

Frequently asked questions

How is median ERR calculated for Computer science?

For each channel, median mature-post views are divided by subscribers. The page then takes the median of available channel values so that one outlier does not define the benchmark.

Does higher ERR always mean a better channel?

No. High ERR can come from a small audience, viral external traffic, or abnormal views. Read it with channel size and the cleanliness index.

Why is ERR missing for some channels?

ERR is omitted when the latest snapshot has no valid subscriber or view count. Missing data is not replaced with zero.

Other Computer science metrics

All niche channels Clean channels Reactions

Other niches

Blogs · 81 News and Media · 78 Computer science · 78 Cryptocurrencies · 70 Video Games · 68 Business & startups · 55 Job Listings · 36 Movie · 34 Bets & Gambling · 33 Offers & Promotions · 27 Recreation & Entertainment · 26 Cars & Other Vehicles · 25 Hobbies & Activities · 25 Celebrities & lifestyle · 25 Fashion · 23 Humor & Memes · 22 Psychology & Relationships · 22 Education · 20 Marketing & PR · 19 Art & Design · 17 Trading · 16 Investments · 14 Airdrops · 13 Music · 13 Health & Medicine · 11 Sports · 11 Directories of Channels & Bots · 10 Kids & Parenting · 10 Earnings · 9 Beauty · 7 Esotericism, Astrology, Mysticism · 7 Economy & Finance · 7 Motivation & Self-Development · 7 Other · 7 NSFW 18+ · 6 Culture & Events · 5 Food & Cooking · 5 History · 5 Jurisprudence · 5 Real Estate · 5 Travel & Tourism · 5 Fitness · 4 Books, Audiobooks & Podcasts · 3 Foreign languages · 3 Religion & Spirituality · 3 Curious Facts · 2 Science · 2 Home & Architecture · 1 Pets & animals · 1

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