Comparison

Mollama vs Shadow Security

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

Head to head
About

Mollama

This AI companion runs entirely on your device, ensuring complete privacy and security. It offers intelligent conversations, creative support, and problem-solving without sending your data to external servers. Enjoy offline functionality and real-time interaction with various AI models.

Highlights
  • Fully on-device processing
  • Zero data transmission
  • Offline functionality
  • Real-time interaction
  • Multi-model support
  • Contextual understanding
Read full description

Mollama: Your Intelligent AI Companion, Running Entirely On-Device Mollama is a privacy-first, secure AI assistant that processes everything locally on your device. It offers intelligent conversations, creative support, and problem-solving capabilities without sending your data to external servers. ## Privacy and Security - Fully on-device processing: Complete control over your data, no cloud dependency - Zero data transmission: No collection, storage, or sharing of personal information ## Core Technologies: MLX and Ollama - Powered by Apple Neural Engine: Efficient on-device AI for optimized performance - Open-source language models: Flexibility to choose models suited to different tasks ## Key Features - Offline functionality: Operates seamlessly without internet after initial setup - Real-time interaction: Natural conversation experience with quick responses - Multi-model support: Adapts to various tasks with different AI models - Contextual understanding: Remembers conversation history for consistent replies - User-friendly interface: Intuitive design for easy and straightforward use ## Ideal for - Developers: Code generation, debugging, technical assistance - Writers: Creative writing, text editing, brainstorming - Students: Homework help, research support, exam preparation - Professionals: Email drafting, report generation, data analysis - Creatives: Idea generation, storytelling, problem-solving - Lifelong learners: Exploring knowledge across multiple fields ## Technical Highlights - MLX integration: Unlocks the full potential of Apple's machine learning accelerator - Ollama support: Effortless management of large open-source language models - Resource-efficient: Optimizes performance while minimizing battery usage ## Privacy Commitment All data is processed locally on your device; we do not collect or transmit any personal information, ensuring your privacy is always protected. ## Get Started Download Mollama now to explore the next generation of AI technology, combining intelligence with top-notch privacy protection. ## Important Notes - Storage requirements: Sufficient device space is needed for AI model operation - Device performance: Experience may vary based on hardware specifications Download Mollama now and step into a new era of secure, private AI experiences.

About

Shadow Security

Features
Read full description

PROTECT YOUR DOCUMENTS FROM AI ATTACKS Shadow Security is the first PDF security app with AI-powered threat detection. Scan documents for prompt injection, data exfiltration, malware, and 160+ other sophisticated attacks. ENTERPRISE-GRADE SECURITY FOR EVERYONE • 160+ Threat Detection Patterns across 30 categories • AI Attack Protection (prompt injection, jailbreaks) • Malware & Virus Detection • Hidden Text Detection (steganography) • Data Exfiltration Prevention • SQL Injection & XSS Detection • Command Injection Protection • And much more... PROFESSIONAL PDF TOOLS INCLUDED • Full-featured PDF viewer with smooth scrolling • Annotations: highlights, notes, drawings, signatures • Form filling and editing • OCR text extraction • Page management and organization • Export to multiple formats • Print with advanced options 100% PRIVATE & SECURE • All scanning happens on YOUR device • No cloud uploads or data collection • No internet connection required • Your documents never leave your device • AES-256 encryption for sensitive data • GDPR, HIPAA, CCPA compliant CLEAN FILE EXPORT • Remove all detected threats automatically • Scrub metadata and EXIF data • Export sanitized versions of documents • Verify clean files with re-scanning • Batch cleaning for multiple files COMPLIANCE TRACKING • GDPR compliance monitoring • HIPAA compliance features • SOC2 compliance tracking • PCI-DSS compliance support • Audit logging and reporting • Enterprise-ready compliance tools ADVANCED FEATURES • Batch scanning for multiple files • Scheduled automatic scans • Folder watching and monitoring • Detailed threat reports (PDF, JSON, CSV) • Threat severity classification • Real-time security dashboard • AI-powered threat intelligence MULTI-PLATFORM • Native macOS app (Apple Silicon + Intel) • Native iOS app (iPhone + iPad) • iCloud sync across devices • Handoff support • Universal purchase PERFECT FOR • Business professionals handling sensitive documents • Healthcare providers (HIPAA compliance) • Legal professionals • Financial services • Government agencies • Privacy-conscious individuals • Anyone who values document security WHY SHADOW SECURITY? In an era of AI-powered attacks, traditional security tools aren't enough. Shadow Security uses advanced algorithms to detect sophisticated threats that other apps miss: • Prompt injection attacks that manipulate AI systems • Jailbreak techniques that bypass security controls • Hidden malicious code in seemingly innocent documents • Data exfiltration attempts • Social engineering attacks • And 155+ other threat patterns TRUSTED BY PROFESSIONALS Shadow Security is built by security experts and trusted by professionals worldwide. Our threat detection algorithms are constantly updated to protect against the latest attacks. EASY TO USE Despite its advanced capabilities, Shadow Security is incredibly easy to use: 1. Open any PDF, Word doc, or image 2. Tap "Scan for Threats" 3. Review detailed results 4. Export clean version if needed TERMS OF USE https://www.apple.com/legal/internet-services/itunes/dev/stdeula/

Screenshots

Mollama4 screens
Shadow Security4 screens

Verdict

The call

The clearest difference is in-app purchases: Mollama at none against Shadow Security's 1. Mollama also leads on update cadence (every 2 weeks vs every 5 months). On price, ads, device support 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. Shadow Security sells 1 in-app purchase, starting at $0.99 per month. Mollama asks for nothing beyond the download.

UpkeepUpdate frequency

Mollama ships an update every 2 weeks, Shadow Security every 5 months. The most recent releases landed on October 23, 2026 and October 12, 2026 respectively.

Scorecard2 real differences · 8 level
Mollama versus Shadow Security: the parameters behind the verdict, then further details
ParameterMollamaShadow Security
PriceFreeFree
Rating3.4 (36 ratings) — better—
Positive reviews42.0% of reviews—
Number of ratings36 — better—
Update frequencyEvery 2 weeks — betterEvery 5 months
AdsNoNo
In-app purchasesNo — betterYes
MonetizationFree—
DevicesiPhone, iPad, Mac — betteriPhone, iPad
Requires iOS17.0 — better18.0
Further details — not scored
Size296 MB5 MB
Age rating4+4+
Developer飞 杨Stephen Luadzers

Bugs and requests

Mollama

Reported bugs

18 issues
  • App crashes on sending messages with certain models
  • Tokenizer metadata errors in offline mode
  • Unsupported model type errors (e.g., Gemma, Qwen3)
  • Models not loading when selected
  • App freezes phone during model download
Show 13 more
  • Download bar lags app significantly
  • Downloads stop when app is inactive
  • Downloaded models stop working offline
  • App crashes when trying to run chain-of-thought models
  • App crashes with Qwen2.3 35b
  • Keyboard overlaps chat box and send button
  • Cannot load external servers
  • App crashes when trying to chat
  • App crashes on newer generation iPad with Qwen2.3 35b
  • App crashes on older iPhone 11 Plus
  • Ollama access not working
  • App crashes when trying to send prompts in long chats
  • Camera button in chat window doesn't work

Requested features

10 requests
  • Add notification permission for background downloads
  • Show LLM name for each answer
  • Support for Qwen3 family of models
  • Ability to use any HuggingFace MLX models
  • Allow user-defined model folders
Show 5 more
  • Adjustable model parameters (temperature, etc.)
  • Shortcut support
  • Support for interacting with shortcuts
  • Ability to modify system prompt
  • Add a donate button

Shadow Security

Not enough reviews yet to summarise bugs or requests.

In-app purchases

None

Mollama

No in-app purchases

1 purchases

Shadow Security

Subscriptions1
  • Shadow Security Monthly3 Days trial$0.991 Month

Questions

Is Mollama free?
Mollama is free to download, with no in-app purchases.
Is Shadow Security free?
Shadow Security is free to download, with in-app purchases available.
Do Mollama or Shadow Security have ads?
Neither Mollama nor Shadow Security shows ads.
Which is updated more often, Mollama or Shadow Security?
Mollama ships an update every 2 weeks, and Shadow Security every 5 months. Most recently, Mollama was updated on October 23, 2026 and Shadow Security on October 12, 2026.

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