Nicheloom visits: 58,238 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

Quick ML

Data Science Studio for iPhone & iPad

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

Quick ML is a complete data-science studio for iPhone and iPad. Import real datasets from files, API or web scraping, explore and clean them, train machine-learning models, and make predictions - entirely on device.

PH · launched Nov 3, 2026 · 1 upvote (top 65%) · 0 views

Niche: machine learning model training platforms · 29 launches, 2 in the last 7 days · Explore this niche →

Category and tags

  • Horizontal
  • Analytics & BI
  • Prosumer
  • AI feature
  • Commercial product
  • iOS
  • iPad
  • Data Science

Visit website ↗ Source listing ↗

Could you build this?

Partial The app UI, CSV import, cleaning, and standard models can be vibe-coded with Core ML/Create ML-style frameworks. Reliable web scraping, mobile-scale training, and a polished analysis workflow are harder on iOS.

What it would actually take: Build a native Swift/SwiftUI app with a data-frame engine, Create ML or Core ML for training and prediction, and file/API importers. The hard parts are performant on-device training on large datasets within iOS memory and battery limits, and robust data cleaning and model selection UX. This takes iOS engineering and ML experience to make it work well beyond demos.

Competitors

Other products that read as similar to this one : 60 launches clear the similarity bar, closest 8 shown.

Attention rank: #32 of 61 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 322 days after the earliest competitor.

  • MyMlLab · ph · 2026-09-12 · 1 upvotes · similarity 0.45
  • MagicaLCore · ph · 2026-11-03 · 73 upvotes · similarity 0.41
  • DataForger Studio · ph · 2026-10-10 · 2 upvotes · similarity 0.40
  • Automation Studio · ph · 2026-10-22 · 4 upvotes · similarity 0.39
  • ThinkAssist · ph · 2026-11-07 · 2 upvotes · similarity 0.38
  • Dex · ph · 2026-03-09 · 315 upvotes · similarity 0.37
  • Magic Stat · ph · 2026-09-16 · 1 upvotes · similarity 0.37
  • Jack AI · ph · 2026-11-13 · 1 upvotes · similarity 0.37

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.