Comparison

Codex History vs ML_Engineering

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

Codex History

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Explore history one day at a time. Codex History brings the past to life with curated events, fascinating biographies, and immersive story arcs — all free, no account required. WHAT HAPPENED TODAY? Discover real historical events, births, and deaths that happened on this exact date — sourced from Wikipedia and refreshed every day. Tap any event to read the full article. STORY ARCS Dive deep into history's greatest chapters: the Silk Road, the Roman Empire, the Renaissance, World War II, the Cold War, and more. Each arc is told through bite-sized cards you can read in minutes, then test yourself with a built-in quiz. SEARCH HISTORY Search across curated stories, your saved events, and Wikipedia's full article library — all from one place. SAVE & REVISIT Bookmark any event to your personal collection. Swipe to remove. Your saved events are always available offline. FEATURES • Today in History — events, births & deaths for any date • 13+ curated Story Arcs with quizzes • Full Wikipedia article search • Resume where you left off in every story • Best quiz score tracking • Daily reminder notifications • No ads. No account. No subscription. History is not just dates and names — it's the story of how the world became what it is. Start yours today.

About

ML_Engineering

Features
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Become a machine learning engineer—starting exactly where you are. ML_Engineering is a complete interactive learning environment for iPhone, iPad, and Mac. Begin with basic arithmetic, examples, features, labels, and your first prediction baseline. Progress through Python, NumPy, pandas, statistics, feature engineering, classical machine learning, deep learning, computer vision, NLP, forecasting, recommendations, model serving, MLOps, monitoring, responsible ML, distributed training, LLM systems, and principal-level ML architecture. LEARN BY DOING • 40 structured courses from beginner to advanced • 400 substantive interactive lessons • 140 editable, syntax-highlighted code labs • 100 quizzes with validation and explanations • 80 architecture decisions based on production trade-offs • 80 guided concept exercises • Progressive hints that help without giving away the answer BUILD A SERIOUS ML PORTFOLIO Complete 40 practical projects: 12 Beginner, 14 Intermediate, and 14 Advanced. Build baselines, classifiers, forecasts, recommenders, vision and language models, feature stores, inference services, experiment systems, model registries, drift monitors, ML delivery pipelines, distributed training, LLM evaluation, governance controls, and a principal ML platform design. Every project includes an editable workspace, four milestones, checks, and outcomes you can explain in an interview. YOUR PRIVATE ML ENGINEERING TUTOR Ask from any lesson or project. Tutor Core can begin with basic arithmetic, define every new term, explain how models learn, diagnose code and architecture, and continue until the idea clicks. Offline Core is included and never sends questions anywhere. Compatible devices can add private Apple on-device generation. API, Ollama, and LM Studio connections are always optional. WATCH YOUR ML SYSTEM TAKE SHAPE Every completed lesson, course, and milestone advances a living ML-system construction scene—from problem framing and a baseline through features, training, serving, monitoring, and production guardrails. DESIGNED FOR SERIOUS PROGRESS Earn XP, build streaks, bookmark material, track role readiness, choose daily goals, switch between light and dark interfaces, and move naturally among iPhone, iPad, and Mac. FREEMIUM AND PRO Explore the first module of every course for free, keep your learning progress, and upgrade only when you are ready. ML_Engineering Pro unlocks the complete curriculum, every lab and portfolio project, and contextual Tutor access across iPhone, iPad, and Mac. Choose a monthly plan with a 14-day free introductory trial or an annual plan with a 7-day free introductory trial, when eligible. Prices are shown before purchase. Payment is charged to your Apple Account after confirmation. Subscriptions renew automatically unless cancelled at least 24 hours before the end of the current period. Restore purchases or manage your subscription directly from the app. Terms of Use: https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Privacy Policy: https://github.com/lukekevinmclaughlin-oss/ML_Engineering/blob/main/PRIVACY.md

Screenshots

ML_Engineering4 screens

Verdict

The call

The clearest difference is in-app purchases: Codex History at none against ML_Engineering's 1. ML_Engineering's advantage is device support. On price and iOS requirement there is nothing between them.

Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS

CostPrice · In-app purchases · Ads · Monetization

Both are free to download. ML_Engineering sells 1 in-app purchase, starting at $1.99 per month. Codex History asks for nothing beyond the download.

Scorecard2 real differences · 4 level
Codex History versus ML_Engineering: the parameters behind the verdict, then further details
ParameterCodex HistoryML_Engineering
PriceFreeFree
Update frequency—Every 3 weeks
Ads—No
In-app purchasesNo — betterYes
Devices—iPhone, iPad, Mac — better
Requires iOS18.017.0 — better
Further details — not scored
Size1 MB5 MB
Age rating4+4+
DeveloperJingling ZhuLuke Mclaughlin

In-app purchases

None

Codex History

No in-app purchases

1 purchases

ML_Engineering

Subscriptions1
  • ML_Engineering Pro14 Days trial$1.991 Month

Questions

Is Codex History free?
Codex History is free to download, with no in-app purchases.
Is ML_Engineering free?
ML_Engineering is free to download, with in-app purchases available.

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