Audience reactions in Computer science Telegram channels

Reaction data is available for 72 of 76 channels. The median reaction-to-view rate is 0.49%.

Channels sampled

Median reaction rate

0.49%

Channels with data

Latest snapshot

2026-10-08

The reaction rate uses posts for which Telegram supplied a counter. A real zero is included, while an unavailable counter is excluded.

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.

@redvibe_multibrowser — Redvibe Multibrowser | мультибраузер Posts with counters: 7 · Cleanliness index: 100/100 7.41%
@apple_nasiya_market — APPLE TELEFON NASIYA 🍏 Posts with counters: 20 · Cleanliness index: 55/100 6.60%
@mfapple — MFApple Posts with counters: 9 · Cleanliness index: 100/100 5.67%
@harnessllm — Просто Harness Posts with counters: 4 · Cleanliness index: 45/100 5.00%
@intellebeauty — AI Beauty Posts with counters: 39 · Cleanliness index: 96/100 3.45%
@neuralforbusiness — Нейросети для бизнеса Posts with counters: 21 · Cleanliness index: 55/100 3.08%
@it_abc — IT — это просто Posts with counters: 24 · Cleanliness index: 85/100 2.99%
@winexperty — WinExperty Posts with counters: 40 · Cleanliness index: 50/100 2.95%
@skregions — Сколково Регионы Posts with counters: 15 · Cleanliness index: 97/100 2.78%
@ned0news — НедоNews Posts with counters: 34 · Cleanliness index: 100/100 2.65%
@oztyvyablok — Отзывы | Грузим яблоки 🍏 Posts with counters: 30 · Cleanliness index: 92/100 2.57%
@lumaai_public — LUMORA | ИИ Тренды, Фото, Видео Posts with counters: 40 · Cleanliness index: 100/100 2.48%
@promt_dsgn — AIONZA NEWS | AI Studio Posts with counters: 6 · Cleanliness index: 100/100 2.09%
@darknet_links_ru — Даркнет ссылки | актуальные onion ссылки Posts with counters: 24 · Cleanliness index: 96/100 1.70%
@omsk_kingstore — KINGSTORE | Ваш Apple-гид в Омске🍏 Posts with counters: 21 · Cleanliness index: 70/100 1.69%
@robotfleksa — Робот Fleksa | Нейросети - новости, обучение, лайфхаки Posts with counters: 30 · Cleanliness index: 70/100 1.31%
@imaxairu — Максим Горшенин | imaxai Posts with counters: 36 · Cleanliness index: 100/100 1.27%
@npv_tunneltm — NPV TUNNEL TM Posts with counters: 28 · Cleanliness index: 86/100 1.16%
@pro_ai_novosti — Мир нейросетей - новости, обучение и заработок Posts with counters: 34 · Cleanliness index: 55/100 1.04%
@exploitex — Эксплойт Posts with counters: 40 · Cleanliness index: 88/100 1.02%
@by_miracles — Drops by Miracles Posts with counters: 40 · Cleanliness index: 100/100 0.96%
@easy_swift — Swift | Вопросы собесов Posts with counters: 36 · Cleanliness index: 100/100 0.77%
@pochinka — Pochinka_blog Posts with counters: 40 · Cleanliness index: 90/100 0.76%
@gptmainnews — GPT | ChatGPT | Midjourney — GPTMain News Posts with counters: 40 · Cleanliness index: 100/100 0.72%
@neuroset_vidit — Нейросеть видит Posts with counters: 33 · Cleanliness index: 90/100 0.72%
@profiobzorov — Профи Контента | Нейросети | ИИ Posts with counters: 11 · Cleanliness index: 90/100 0.63%
@max_vibe — MaxVibe | Новости Posts with counters: 40 · Cleanliness index: 96/100 0.62%
@iphonesru — iPhones.ru Posts with counters: 33 · Cleanliness index: 100/100 0.61%
@hiaimedia — Hi, AI • Новости технологий Posts with counters: 22 · Cleanliness index: 55/100 0.59%
@sniper_apk — Ethio Free Server🍿 Posts with counters: 28 · Cleanliness index: 99/100 0.56%
@skolkovolive — Сколково Posts with counters: 25 · Cleanliness index: 85/100 0.56%
@ru_hardware_soft — Импортозамещение в ИТ Posts with counters: 39 · Cleanliness index: 100/100 0.55%
@easy_java_ru — Java | Вопросы собесов Posts with counters: 38 · Cleanliness index: 96/100 0.54%
@info_ii — ИИ Технологии Posts with counters: 24 · Cleanliness index: 88/100 0.54%
@ai_to_business — ИИ работает за тебя | Внедрение ИИ в бизнес Posts with counters: 40 · Cleanliness index: 99/100 0.53%
@applepointmsk — Apple.Point Posts with counters: 3 · Cleanliness index: 100/100 0.52%
@jggl_official — JGGL Official Posts with counters: 40 · Cleanliness index: 100/100 0.47%
@hitvpn_news — hitvpn_blog Posts with counters: 40 · Cleanliness index: 92/100 0.47%
@sdghoavtrkmdlipm — NovaX VPN | V2RayNG ⚡ Posts with counters: 11 · Cleanliness index: 98/100 0.45%
@gpt4tchannel — ИИ-бот №1 | GPT4Telegrambot Posts with counters: 12 · Cleanliness index: 55/100 0.45%
@eyob_tech — EYOB TECH Posts with counters: 34 · Cleanliness index: 100/100 0.38%
@productshelf — Продуктовая полка Posts with counters: 19 · Cleanliness index: 99/100 0.38%
@quattrovpn_news — Quattro VPN — Новости Posts with counters: 33 · Cleanliness index: 94/100 0.38%
@glushbce — обходы глушилок || впн Posts with counters: 40 · Cleanliness index: 50/100 0.37%
@githubradar — GitHub Radar Posts with counters: 40 · Cleanliness index: 99/100 0.36%
@daily_free_internet — DAILY | ነፃ ኢንተርኔት | CRYPTO Posts with counters: 22 · Cleanliness index: 97/100 0.35%
@elixproject — 💧 elix Posts with counters: 40 · Cleanliness index: 91/100 0.35%
@cifronix — CIFRONIX Posts with counters: 29 · Cleanliness index: 99/100 0.31%
@redbictt1 — Скачать тик ток мод | Redbic Posts with counters: 39 · Cleanliness index: 50/100 0.31%
@fabula_community — Fabula AI • Нейросеть для селлеров Posts with counters: 33 · Cleanliness index: 93/100 0.28%
@ashesvpn — From the ashes 🥶 Posts with counters: 21 · Cleanliness index: 100/100 0.27%
@chatgpt_try — TryChatGPT.ru GPT | ChatGPT | IT | Нейросети Posts with counters: 33 · Cleanliness index: 100/100 0.24%
@demesickk — Бизнес с Китаем | Дмитрий Хван Posts with counters: 26 · Cleanliness index: 88/100 0.24%
@ai_quanta — КВАНТА AI - про нейросети Posts with counters: 39 · Cleanliness index: 81/100 0.23%
@newshub_now — NEWS HUB Posts with counters: 40 · Cleanliness index: 70/100 0.22%
@nedyrov — Boring channel Nedyrov Posts with counters: 39 · Cleanliness index: 50/100 0.22%
@mods_na_tik_tok — Тик Ток мод 46.9.5 Posts with counters: 40 · Cleanliness index: 100/100 0.21%
@lexygpt — Lexy | Промты • ИИ • Новости Posts with counters: 23 · Cleanliness index: 100/100 0.21%
@slidy_ai — Нейросеть для презентаций | Slidy.ai Posts with counters: 28 · Cleanliness index: 100/100 0.21%
@free_netk — FREE NET 254🇰🇪🇰🇪 Posts with counters: 15 · Cleanliness index: 98/100 0.21%
@fotobudka_ai — Фотобудка ИИ | тренды и нейросети | контент ИИ | шотикс | пингвин | чиз Posts with counters: 6 · Cleanliness index: 70/100 0.19%
@redbic_t — Redbic Posts with counters: 38 · Cleanliness index: 50/100 0.19%
@gogptru — GoGPT | Агрегатор нейросетей [WEB & BOT] Posts with counters: 40 · Cleanliness index: 100/100 0.18%
@polza_channel — Android TV | Полезный канал | Xiaomi TV Posts with counters: 32 · Cleanliness index: 100/100 0.17%
@chatgpt_botnews — ChatGPT 4.0 & [🅼🅹] | Bot News Posts with counters: 25 · Cleanliness index: 98/100 0.17%
@sborkapc_ali — 🍋 КИСЛЫЙ ТЕХНИК | Сборка ПК Posts with counters: 24 · Cleanliness index: 99/100 0.16%
@naryfusion — ᳆𝐀𝐑𝐘𝐅𝐔𝐒𝐈𝐎𝐍 Posts with counters: 14 · Cleanliness index: 100/100 0.13%
@webdev_trainings — Web Development Posts with counters: 37 · Cleanliness index: 50/100 0.13%
@chat_ai_bot_news — Chat AI Новости - GPT, Midjourney, Claude, Gemini и др. Posts with counters: 39 · Cleanliness index: 55/100 0.09%
@pulse_gpt — PulseGPT | Новости, нейросети, гайды Posts with counters: 27 · Cleanliness index: 55/100 0.09%
@promtyi — Промты ИИ Posts with counters: 1 · Cleanliness index: 90/100 0.04%
@yunduancloud — 腾讯云｜ AWS |阿里云｜自助开户 Posts with counters: 3 · Cleanliness index: 50/100 0.00%
@ahwaz_hackerz — Ahwaz Pack Posts with counters: 0 · Cleanliness index: 89/100 No data
@easyapk — 📲 Easy APK Posts with counters: 0 · Cleanliness index: 88/100 No data
@elon_musk_tesla_motors — Илон Маск / IT blog Posts with counters: 0 · Cleanliness index: 87/100 No data
@jarvisnew — Джарвис Ньюс | Нейросети Posts with counters: 0 · Cleanliness index: 70/100 No data