Comparison

AWS ML Engineer Exam Prep 2026 vs AIP

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

Head to head
About

AWS ML Engineer Exam Prep 2026

Features
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UPDATED FOR THE NEW MLA-C02 EXAM AWS updated this certification: MLA-C02 replaced MLA-C01 in September 2026. This app is aligned to the official MLA-C02 exam guide, including the new generative AI scope: Amazon Bedrock, RAG and vector stores, FM fine-tuning, and agentic AI. The exam is scenario-heavy: theory is not enough -- you need the right AWS tool for the right job. This is not a quiz bank. TechPrep is a complete exam prep platform built on cognitive science -- confidence calibration, spaced repetition, stress inoculation, and progressive difficulty that adapts as you learn. Know exactly when you are ready for exam day. PASS GUARANTEE ON EVERY PRO PLAN Earn your Exam Ready Certificate, take your AWS ML Engineer Associate exam within 14 days, and if you score below 720, we refund your plan payment. Full details in our Terms of Use. HOW IT WORKS TechPrep measures what you actually know -- not just what you can guess. Confidence calibration tracks what you know well, what you doubt, what you get wrong but thought you knew, and what you are still learning -- so you study what matters most. Progressive difficulty takes you through four exam simulation levels -- Foundation, Intermediate, Advanced, and MLA-C02 Simulation -- so you build real competence before exam day. 3,300 QUESTIONS + 252 STUDY MATERIALS - 2,000 multiple-choice practice questions across 20 categories - Multiple-response questions (select TWO or THREE of five options) -- the official MLA-C02 format - 1,300 rapid-fire true/false recall questions - 252 study materials (Study Guides, Reference Tables, Visual References, Formulas, Mnemonics, Glossary, Quick Facts, Exam Tips, Exam Prep) - 4 domains per the MLA-C02 guide: Data Preparation for ML and AI (28%), ML Model and FM Development (24%), Deployment and Orchestration (24%), Operating, Monitoring and Securing (24%) - Deep SageMaker AI coverage plus the new GenAI scope: Bedrock (Agents, Guardrails, Knowledge Bases), RAG, vector stores, FM fine-tuning - Aligned to the official AWS Certified Machine Learning Engineer Associate (MLA-C02) exam guide 8 STUDY MODES - Daily Deploy -- 50 timed questions to build your daily streak and identify weak spots - Practice Quiz -- customizable quizzes by domain or category - MLA-C02 Practice Tests -- 65 questions, 75-130 minutes, 4 progressive levels - Smart Review -- spaced repetition targeting your weakest areas - Rapid Fire -- speed-based true/false recall training with instant feedback - Flashcards -- swipe-based review for every category - Review Mistakes -- revisit and master every question you missed - Study Materials -- 252 reference items, from SageMaker tables to visual references EXAM READY CERTIFICATE Earn your certificate by meeting all readiness criteria -- including domain mastery, study consistency, confidence score, and passing the Level 4 practice test. It means you are genuinely prepared for exam day. STUDY ANYWHERE - 100% offline capable after first load - No account required -- all progress stored on your device - No ads, no distractions - Dark mode included FREE TO START Begin with 50 free practice questions, Review Mistakes, 25 sample Flashcards, 25 Rapid Fire questions, and all 24 Study Guides - completely free. Upgrade to Pro to unlock all study modes and the full question bank. PRO PLANS - Weekly: $6.99/week - Monthly: $12.99/month - Lifetime: $49.99 one-time (best value - pay once, does not auto-renew) Payment will be charged to your Apple ID account at confirmation of purchase. Subscription automatically renews unless it is canceled at least 24 hours before the end of the current period. You can manage and cancel your subscriptions in your Account Settings on the App Store after purchase. Terms of Use: https://meridianlabs.us/terms Privacy Policy: https://meridianlabs.us/privacy

About

AIP

Features
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The serious study companion for AIP-C01 (AWS Certified Generative AI Developer โ€“ Professional). 520 original questions built to the official exam guide, plus a full-length mock exam. One-time purchase, no subscription, fully offline. โ–  520 original questions, built to the official exam guide Authored to match the AIP-C01 blueprint across all 5 domains โ€” never copied from AWS practice questions or documentation. Four question types (single choice, multiple response, ordering, matching) get you used to the real exam format. โ–  Three-layer explanations: learn by understanding, not memorizing - Per-option rationale (why each choice is right or wrong) - An overall explanation for the question - Source references Every question is designed to truly click. Distractors are crafted to exam-grade quality, so you build real knowledge instead of relying on elimination. โ–  Full-length mock exam Recreates the real format: 65 questions, 180 minutes, pass mark 750/1000. After finishing, per-domain accuracy reveals your weak spots and what to study next. โ–  Structured, efficient study - Study by domain and section across all 5 domains - 5 study modes (sequential, shuffle, weak-spot focus, favorites, review, and more) - Progress syncs across your devices via iCloud โ–  Bilingual JA/EN to prepare for the real exam AIP-C01 is delivered in English. Switch between Japanese and English so you can understand the material and practice in English. โ–  About AIP-C01 AWS Certified Generative AI Developer โ€“ Professional. A professional-level certification covering generative AI app development: FM integration & data management, implementation & integration (RAG / knowledge bases), AI safety, security & governance, operational efficiency & optimization, and testing, validation & troubleshooting. โ–  Pricing (one-time, no subscription) - Try one domain plus one mock exam for free. - A single ยฅ1,380 purchase unlocks all 520 questions and the mock exam. No monthly fees, no extra charges. โ–  Compatibility Works on iPhone and iPad. Runs fully offline, so you can study anywhere. โ€•โ€•โ€• AWS and AWS Certified are trademarks of Amazon.com, Inc. or its affiliates. This is an independent exam-prep app and is not endorsed by, affiliated with, or sponsored by Amazon/AWS. ----- Terms of Use (EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Privacy Policy: https://docs.google.com/document/d/e/2PACX-1vRQLBWxPqUWFXYXLn2AgY23zdORK5tRzj3SiUb1MVcWIfksqlRJYOQT1QdLCRzuMILG_RIxFpojRXvc/pub

Screenshots

AWS ML Engineer Exam Prep 20264 screens
AIP4 screens

Verdict

The call

The clearest difference is iOS requirement: AWS ML Engineer Exam Prep 2026 at 15.0 against AIP's 18.6. On price, update cadence, ads and in-app purchases there is nothing between them.

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

CostPrice ยท In-app purchases ยท Ads ยท Monetization

Both are free to download. AWS ML Engineer Exam Prep 2026 sells 4 in-app purchases, starting at $6.99 per 7 days and AIP sells 1 one-off in-app purchase. Whichever you choose, the download price is not the number that matters.

UpkeepUpdate frequency

AWS ML Engineer Exam Prep 2026 ships an update fortnightly, AIP weekly. The most recent releases landed on October 19, 2026 and October 8, 2026 respectively.

Scorecard1 real difference ยท 5 level
AWS ML Engineer Exam Prep 2026 versus AIP: the parameters behind the verdict, then further details
ParameterAWS ML Engineer Exam Prep 2026AIP
PriceFreeFree
Update frequencyFortnightlyWeekly โ€” better
AdsNoNo
In-app purchasesYesYes
DevicesiPhone, iPad, iPod โ€” betteriPhone, iPad
Requires iOS15.0 โ€” better18.6
Further details โ€” not scored
Size27 MB17 MB
Age rating4+4+
DeveloperAnthony PerryNichful

In-app purchases

4 purchases

AWS ML Engineer Exam Prep 2026

Subscriptions3
  • TechPrep Pro Weekly$6.997 Days
  • TechPrep Pro Monthly$12.991 Month
  • TechPrep Pro Annual$34.991 Year
One-time1
  • Pro Lifetime$49.99
1 purchases

AIP

One-time1
  • Unlock All Content$17.99

Questions

Is AWS ML Engineer Exam Prep 2026 free?
AWS ML Engineer Exam Prep 2026 is free to download, with in-app purchases available.
Is AIP free?
AIP is free to download, with in-app purchases available.
Do AWS ML Engineer Exam Prep 2026 or AIP have ads?
Neither AWS ML Engineer Exam Prep 2026 nor AIP shows ads.
Which is updated more often, AWS ML Engineer Exam Prep 2026 or AIP?
AWS ML Engineer Exam Prep 2026 ships an update fortnightly, and AIP weekly. Most recently, AWS ML Engineer Exam Prep 2026 was updated on October 19, 2026 and AIP on October 8, 2026.

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