Products

QuiddityML

Learn machine learning by actually doing it

quiddityml.com App StoreEducation / Coding Education

AI Benchmark
Desktop
Mobile
Monthly visits
13.4K
Oct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$19.99/mo
Higher than 58% of peersNiche median $15/mo
Creators
Sagi Shaier
No social account linked
Launched
2mo ago
2026-09-15 · Est.

Traffic

Last 12 months
Monthly visitsData through Oct 2026
Events1 marketing move

Marketing moves

Launches, search & content, referrals, promotions
  • Launched on Product HuntLaunch

    Learn machine learning in bite-sized daily lessons

    Sep 15 · 2mo agoLaunch page

    At the time: <5K visits/mo

Store data

App Store
App Store App Store
Update date not synced
Rating
Rating not syncedRating count not synced
New ratings last mo
—
Price & IAP
FreeIAP data not synced
Current version
—Store metadata

Store assets, rating histograms, install tiers, and screenshots are synced from Apple App Store, Google Play, and Chrome Web Store.

Traffic sources

Oct 2026

Traffic breakdown

Channels

  • Direct41%
  • Social34%
  • Organic Search18%
  • Other7%

Countries

  • India95%
  • United States5%

Search

Domain authority 10Domain registered 2026-06-04

KeywordMonthly volume
adam optimizer13.9K
quiddity ml300
quiddityml270
mutual information blog120
(quiddityml.com).20

Traffic data: Vaneform

Pricing

Free
$0
The full Python, NumPy, PyTorch, and Math tracks · Unit 1 of every other track · 3 hearts, one refills every 30 minutes · Concepts unlock in order
Pro
$19.99/mo
Billed annually $149.99/yr-37%
All tracks and all units · Unlimited hearts · Learn in any order

Trial: with a 7-day free trial · 1 paid tier ($19.99) · Up to 37% off annually · Observed 2026-11-06 · Source page

Entry price $19.99/mo, Higher than 58% of peers; “Coding Education” median is $15/mo.View pricing benchmark

Pages & changes

Tracked since 2026-09-15

Key pages

Weekly snapshots
Home
quiddityml.com/ Snapshot 2026-11-06

Changes

No pricing, plan, or positioning changes detected since tracking started.

Design

First-screen visual analysis & :root CSS

Gradient Glow (Dark canvas, balanced density) featuring split copy & visual layout and product ui screenshot / component visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“Learn machine learning by actually doing it”

Split Copy & Visual hero structure paired with start free / sign up CTA and user count, rating, or key metrics.

Conversion path: Split Copy & Visual + Product UI Screenshot / Component → Start Free / Sign Up · Trust bar: User Count, Rating, or Key Metrics

Palette · click to copy

5-D design score7.9 / 10
Typography
8.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
8.0
Distinctiveness
7.0

Structure

Fonts
Inter / JetBrains Mono
Primary visual
Product UI Screenshot / Component
Conversion CTA
Start Free / Sign Up
Social proof
User Count, Rating, or Key Metrics
Navigation
Full-Width Top Bar
Theme & density
Dark · Balanced
Corners & depth
Pill · With shadow
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Gradient Glow

Luminous radial glows and translucent glass panels, widely used across modern AI products.

## Design Tokens

```css
:root {
  --background: #071410;
  --surface: #10241f;
  --foreground: #f3f6f4;
  --muted-foreground: #9aa8a2;
  --accent: #3ecfb4;
  --radius: 9999px;
  --font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-mono: "JetBrains Mono", ui-monospace, monospace;
}
```

Color area ratio: Background #071410 (~58%) · Surface #10241F (~20%) · Text #F3F6F4 (~12%) · Muted Text #9AA8A2 (~5%) · Accent #3ECFB4 (~5%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Split Copy & Visual
- Navigation: Full-Width Top Bar
- Theme & density: Dark · Balanced
- Border radius & elevation: Pill; use elevation shadows to separate layers
- Primary visual medium: Product UI Screenshot / Component
- Conversion CTA: Start Free / Sign Up · Trust bar uses User Count, Rating, or Key Metrics
- Headline hook: Direct Action Command
- Hero components: Large Hero Product Shot, Custom Illustration, Metrics Strip
- Spatial layout notes: Split Copy & Visual hero structure paired with start free / sign up CTA and user count, rating, or key metrics.
- Visual summary: Gradient Glow (Dark canvas, balanced density) featuring split copy & visual layout and product ui screenshot / component visuals.

## Avoid

- Muddy low-contrast text over gradients
- Overuse of full-screen rainbow backgrounds
- Cluttered dense tables in the hero

Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.

Questions & evidence

How much does QuiddityML cost?
Free: $0; Pro: $19.99/mo (annual billing available). Observed 2026-11-06. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does QuiddityML get?
Vaneform estimates 13.4K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is QuiddityML and what platforms does it support?
QuiddityML is catalogued under Coding Education: Learn machine learning by actually doing it. Supported platforms: Mobile App.

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Education / Coding Education

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