Top Rated: Education & Learning
Every launch is a stock: its traction is its votes, its sector is its category, and LNCH is the whole market. How it works
Data as of Oct 17, 2026, 12:21 PM UTC · traction last updated Oct 17, 13:13 UTC · updates about once a day
Traction is early-adopter votes (Product Hunt) or points (Show HN), not usage. It stops updating about 31–36 hours after launch on Product Hunt and 7 days on Show HN. Categories come from keyword rules (about 70–75% accurate). Nothing is estimated.
launches · Oct 14–Oct 16 vs Oct 11–Oct 13
Launches: Weekday effect likely: Wed–Fri is compared with Sun–Tue, not the same weekdays last week (not enough history yet; expected from about Oct 19). Launch counts and hit rates swing a lot by weekday.Hit rate: Weekday effect likely: Mon–Wed is compared with Fri–Sun, not the same weekdays last week (not enough history yet; expected from about Oct 21). Launch counts and hit rates swing a lot by weekday.
Highest traction among products launched in the last 7 days. Traction for older Product Hunt launches is frozen (votes stop being re-read ~31–36h after launch; Show HN after 7 days), so this is each product’s last recorded traction. 226 matches; top 200 loaded. Spam giveaways excluded.
Mixed sources. Traction is Product Hunt votes (PH) or Show HN points (HN) — not the same unit, and PH has ~7× the launches. So each source is ranked on its own and the two are alternated (PH #1, HN #1, PH #2, HN #2, …); the # column is that combined order. Pick a source above to see one source’s full ranking.
| # | Sector | Src | |||||||
|---|---|---|---|---|---|---|---|---|---|
| 1 | Tori Japanese listening practice built from your own sentences | EDUC | PH | 84 | frozen | — | — | 7d ago | |
| 2 | Grimoire for Biology | EDUC | HN | 10 | +1 | ▲ +11.1% | 0 | 46h ago | |
| 3 | Maya Tutor AI private tutor that turns homework into a magical game | EDUC | PH | 11 | frozen | — | — | 6d ago | |
| 4 | Anima, interactive biology models from plain English (open source) | EDUC | HN | 5 | +1 | — | 0 | 0 | 47h ago |
| 5 | 4ToSpeak Learn a language with a 4-step practice loop. | EDUC | PH | 9 | frozen | — | — | 5d ago | |
| 6 | Academic Ancestry | EDUC | HN | 3 | 0 | — | 0 | 7d ago | |
| 7 | Maisfy Turn your course into an AI Skill and sell it with us | EDUC | PH | 8 | frozen | — | — | 5d ago | |
| 8 | Closed Form OpenAI's 372 math results, explained in plain English | EDUC | HN | 3 | 0 | — | 0 | 6d ago | |
| 9 | Arignote Timetable Clash-free school timetables in seconds, on any device | EDUC | PH | 8 | frozen | — | — | 5d ago | |
| 10 | Calcy unit-aware, uncertainty-propagating math | EDUC | HN | 3 | +3IPO | — | 0 | 0 | 30h ago |
| 11 | ClassQuip A modern, browser-native virtual classroom for K-12 | EDUC | PH | 7 | frozen | — | — | 6d ago | |
| 12 | Get your license to do math in 5 minutes | EDUC | HN | 2 | 0 | — | 0 | 4d ago | |
| 13 | GTM Skill One file that teaches AI how to market your product | EDUC | PH | 4 | 0 | — | 0 | 2d ago | |
| 14 | Step inside history's most famous moments | EDUC | HN | 2 | 0 | — | 0 | 6d ago | |
| 15 | Tablore Turn Excel black boxes into shared team knowledge | EDUC | PH | 4 | 0 | — | 0 | 2d ago | |
| 16 | Baiku learn any topic in 5-minute lessons, then prove it with a quiz | EDUC | HN | 2 | 0 | — | 0 | 0 | 2d ago |
| 17 | DevOpsForge Learn, build, and troubleshoot real-world engineering skills | EDUC | PH | 4 | 0 | — | 0 | 2d ago | |
| 18 | Receptive Field Learn Convolutional Neural Networks Interactively | EDUC | HN | 2 | 0 | — | 0 | 0 | 2d ago |
| 19 | Bookmuse Read in the language you're learning, with AI on every page | EDUC | PH | 3 | 0 | — | 0 | 2d ago | |
| 20 | Xu A GC-free systems language | EDUC | HN | 2 | 0 | — | 0 | 0 | 3d ago |
| 21 | HanCam Point your iPhone at Chinese, see pinyin and the meaning | EDUC | PH | 3 | frozen | — | — | 3d ago | |
| 22 | Small web app to memorize Korean words | EDUC | HN | 1 | 0 | — | 0 | 7d ago | |
| 23 | Open Draw Draw over any web page while you teach or present | EDUC | PH | 3 | frozen | — | — | 3d ago | |
| 24 | An iOS app to help kids learn to write and read | EDUC | HN | 1 | 0 | — | 0 | 2d ago | |
| 25 | The Depth Engine learning that compounds | EDUC | PH | 3 | frozen | — | — | 4d ago | |
| 26 | I turned my kids' old Yoto Player into an Audiobookshelf player | EDUC | HN | 1 | +1IPO | — | 0 | 0 | 27h ago |
| 27 | Mind Solutions The most effective learning method made more effective! | EDUC | PH | 3 | frozen | — | — | 6d ago | |
| 28 | Ankhet a 1-hour simulated workday to replace the LeetCode OA | EDUC | HN | 1 | +1IPO | — | 0 | 0 | 25h ago |
| 29 | Taim.io Your personal learning coach for any skill | EDUC | PH | 3 | frozen | — | — | 6d ago | |
| 30 | Stenographer Shell History Search | EDUC | HN | 1 | 0 | — | 0 | 0 | 2d ago |
| 31 | LinguaLex Learn a language by reading stories woven for you | EDUC | PH | 2 | frozen | — | — | 3d ago | |
| 32 | Explanations and follow-ons for OpenAI/math | EDUC | HN | 1 | 0 | — | 0 | 0 | 2d ago |
| 33 | Jhalmuri.ai Plain-language AI for Indian learners and local shops | EDUC | PH | 2 | frozen | — | — | 6d ago | |
| 34 | Flashpapers Interactive explainers for AI papers | EDUC | HN | 1 | 0 | — | 0 | 0 | 2d ago |
| 35 | EventSheets Find and publish academic conferences worldwide | EDUC | PH | 2 | +2IPO | — | 2 | 29h ago | |
| 36 | Check out INVAR's new case study | EDUC | HN | 1 | 0 | — | 0 | 0 | 3d ago |
| 37 | LokaSay — Learn Languages with Roger Short language practice in Telegram, with Roger the cat | EDUC | PH | 2 | +2IPO | — | 1 | 29h ago | |
| 38 | Ampsu's Metabolism mode how it learns what you burn (adaptive TDEE) | EDUC | HN | 1 | 0 | — | 0 | 0 | 4d ago |
| 39 | Kenby Accurate, cited answers from your own knowledge | EDUC | PH | 2 | +2IPO | — | 1 | 29h ago | |
| 40 | Ever A High-Level Language for Low-Level Purposes | EDUC | HN | 1 | 0 | — | 0 | 0 | 5d ago |
| 41 | Yabai Word Learn real Japanese slang with illustrations and quizzes | EDUC | PH | 2 | +2IPO | — | 1 | 29h ago | |
| 42 | Atlas Runa E2E AI-enhanced language learning | EDUC | HN | 1 | 0 | — | 0 | 0 | 6d ago |
| 43 | WhatYouWrote Essay comprehension quizzes inside your LMS | EDUC | PH | 2 | +2IPO | — | 1 | 29h ago | |
| 44 | WhimKid, an AI storybook generator for children | EDUC | HN | 1 | 0 | — | 0 | 0 | 7d ago |
| 45 | PolyChat A1-C2 Language learm with free practice, and custom lessons. | EDUC | PH | 2 | +2IPO | — | 1 | 29h ago | |
| 46 | GoMe Nihongo Learn Japanese from N5 to N1 with spaced repetition | EDUC | PH | 2 | 0 | — | 0 | 2d ago | |
| 47 | Make It Over Climb higher, master the physics and overcome every obstacle | EDUC | PH | 2 | 0 | — | 0 | 2d ago | |
| 48 | Gomently Create interactive lessons and teach them live | EDUC | PH | 2 | frozen | — | — | 3d ago | |
| 49 | MoonPage Gentle bedtime stories that help little kids fall asleep. | EDUC | PH | 2 | frozen | — | — | 3d ago | |
| 50 | Auren Want a learning system, I got you | EDUC | PH | 2 | frozen | — | — | 3d ago |
Traction = current votes (PH) / points (HN) — early-adopter attention, not downloads or usage. Gained = traction gained between the two latest daily ingest runs; Gain % only when the previous traction was 5+. Buzz = comments gained in that interval. “frozen” = no longer tracked, so no current gain. How it works