Comparison

MLA vs AWS AI Developer Exam Prep

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

Head to head
About

MLA

Features
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PASS YOUR AWS MACHINE LEARNING ENGINEER - ASSOCIATE EXAM 500+ practice questions 5-minute study sessions Track progress and daily streaks 94% first-attempt pass rate WHY GET CERTIFIED? Certified ML engineers earn up to $203K annually (Skillsoft 2024). AWS ML certification demonstrates expertise in building and deploying production ML systems using SageMaker. WHAT YOU'LL MASTER: Data preparation and feature engineering for ML ML model development, training, and hyperparameter tuning Deployment and orchestration of ML workflows ML solution monitoring, maintenance, and security SageMaker capabilities and CI/CD pipelines STUDY ANYWHERE: Coffee breaks. Commutes. Lunch hours. Turn dead time into career advancement. Download now. Pass your exam. Build ML systems.

About

AWS AI Developer Exam Prep

Features
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AWS reports that fewer than half of first-time candidates pass the AIP-C01 on their first attempt. This is a professional-level certification -- the hardest tier AWS offers -- covering foundation model integration, agentic AI, RAG pipelines, AI safety controls, and production deployment on Bedrock and SageMaker. 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 AIP-C01 exam within 14 days, and if you score below 750, 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. Our confidence calibration system tracks four dimensions of mastery: what you know and know well, what you know but doubt, what you get wrong but thought you knew, and what you are still learning. This precision targeting means you study what matters most. Progressive difficulty takes you through four exam simulation levels -- Foundation, Intermediate, Advanced, and AIP-C01 Simulation -- so you build real competence before exam day. 2,700+ QUESTIONS + 220 STUDY MATERIALS - 1,500+ multiple-choice practice questions across 20 categories - 1,200+ rapid-fire true/false recall questions - 220 supplementary study materials (Study Guides, Reference Tables, Formulas, Mnemonics, Glossary, Quick Facts, Exam Tips, Visual References, Exam Prep) - 5 exam domains: FM Integration & Data Management (31%), Implementation & Integration (26%), AI Safety & Governance (20%), Operational Efficiency (12%), Testing & Troubleshooting (11%) - Aligned to the AWS Certified Generative AI Developer - Professional (AIP-C01) exam blueprint 8 STUDY MODES - Daily Build -- 50 timed questions to build your daily streak and identify weak spots - Practice Quiz -- customizable quizzes by domain or category - AIP-C01 Practice Tests -- 75 questions, 180-220 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 -- 220 study guides, reference tables, formulas, mnemonics, glossary terms, quick facts, exam tips, visual references, and the exam-prep roadmap 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. This is not a participation trophy. It means you are genuinely prepared for the AWS Certified Generative AI Developer - Professional exam. STUDY ANYWHERE - 100% offline capable after first load - No account required -- all progress stored on your device - No ads, no distractions - Dark mode for late-night study sessions FREE TO START Begin with 50 free practice questions, Review Mistakes, 25 sample Flashcards, 25 Rapid Fire questions, and all 15 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. Your account will be charged for renewal within 24 hours prior to 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

Screenshots

MLA3 screens
AWS AI Developer Exam Prep4 screens

Verdict

The call

The clearest difference is in-app purchases: MLA at none against AWS AI Developer Exam Prep's 4. AWS AI Developer Exam Prep's advantage is update cadence (every 8 days vs every 2 months). On price, ads, device support and iOS requirement 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 AI Developer Exam Prep sells 4 in-app purchases, starting at $6.99 per 7 days. MLA asks for nothing beyond the download.

UpkeepUpdate frequency

MLA ships an update every 2 months, AWS AI Developer Exam Prep every 8 days. The most recent releases landed on September 27, 2026 and September 25, 2026 respectively.

Scorecard2 real differences ยท 4 level
MLA versus AWS AI Developer Exam Prep: the parameters behind the verdict, then further details
ParameterMLAAWS AI Developer Exam Prep
PriceFreeFree
Update frequencyEvery 2 monthsEvery 8 days โ€” better
AdsNoNo
In-app purchasesNo โ€” betterYes
DevicesiPhone, iPad, iPodiPhone, iPad, iPod
Requires iOS15.015.0
Further details โ€” not scored
Size27 MB26 MB
Age rating4+4+
DeveloperDavy RaittAnthony Perry

In-app purchases

None

MLA

No in-app purchases

4 purchases

AWS AI Developer Exam Prep

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

Questions

Is MLA free?
MLA is free to download, with no in-app purchases.
Is AWS AI Developer Exam Prep free?
AWS AI Developer Exam Prep is free to download, with in-app purchases available.
Do MLA or AWS AI Developer Exam Prep have ads?
Neither MLA nor AWS AI Developer Exam Prep shows ads.
Which is updated more often, MLA or AWS AI Developer Exam Prep?
MLA ships an update every 2 months, and AWS AI Developer Exam Prep every 8 days. Most recently, MLA was updated on September 27, 2026 and AWS AI Developer Exam Prep on September 25, 2026.

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