h2oGPTe vs Mollama
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
h2oGPTe
This AI assistant leverages enterprise-grade technology for enhanced team productivity. It provides intelligent, context-driven support by connecting to your organization's data, ensuring privacy and security. Access powerful AI capabilities and specialized agents on your mobile device.
- Enterprise-ready AI with data integration
- Secure data handling and privacy
- LLM & RAG integration
- Specialized AI agents
- Mobile access to AI capabilities
- Customizable user experience
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Enterprise h2oGPTe: Your AI Assistant on the Go Unleash the power of H2O’s enterprise-grade AI with h2oGPTe, the mobile assistant designed to supercharge productivity and knowledge access for your team. With Retrieval-Augmented Generation (RAG) and AI agents tailored for business, h2oGPTe provides intelligent, context-driven support to keep you informed and connected—all while ensuring your data stays private and secure. Key Features: * Enterprise-Ready AI: h2oGPTe connects with your organization’s data to deliver instant insights, summaries, and answers tailored to your business needs. * Secure Data Handling: Built with privacy at its core, h2oGPTe is supported as single-tenant SaaS or fully managed by your organization. * LLM & RAG Integration: Experience the combined power of large language models and retrieval-augmented generation to streamline tasks, from drafting reports to handling complex queries. * AI Agents: Engage with specialized AI agents that adapt to your workflows, providing expertise in real-time for enhanced productivity. * Mobile Convenience: Access the full suite of h2oGPTe's AI capabilities from your phone, empowering you to work smarter, anywhere with wi-fi access. * Customizable Experience: Tailor h2oGPTe to suit your business goals with configurable settings, or rely on our optimized defaults for a seamless experience. Transform the way you work with h2oGPTe, the AI assistant designed for the enterprise. Discover how easy it is to connect, retrieve, and interact with data in real-time. Download today to elevate your mobile productivity with H2O’s trusted AI technology.
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.
- Fully on-device processing
- Zero data transmission
- Offline functionality
- Real-time interaction
- Multi-model support
- Contextual understanding
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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.
Screenshots
Verdict
The clearest difference is rating: h2oGPTe at 4.2 against Mollama's 3.4. Mollama's advantage is review sentiment (42% vs 0%) and update cadence (every 2 weeks vs every 5 weeks). On price, ads, in-app purchases and monetization model 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
Both are free to download. Neither carries in-app purchases, so what you see is what you pay.
h2oGPTe holds the better App Store score, 4.2 against 3.4. That said, the two scores are not equally well evidenced: Mollama has 36 ratings behind it against 5, so its average is the more settled of the two. Written reviews complicate that: 0% of h2oGPTe's written reviews are positive against 42% of Mollama's, so the app with the better star average is not the one people write more warmly about.
h2oGPTe ships an update every 5 weeks, Mollama every 2 weeks. The most recent releases landed on October 30, 2026 and November 4, 2026 respectively.
| Parameter | h2oGPTe | Mollama |
|---|---|---|
| Price | Free | Free |
| Rating | 4.2 (5 ratings) — better | 3.4 (36 ratings) |
| Positive reviews | 0.0% of reviews | 41.5% of reviews — better |
| Number of ratings | 5 | 36 — better |
| Update frequency | Every 5 weeks | Every 2 weeks — better |
| Ads | No | No |
| In-app purchases | No | No |
| Monetization | Free | Free |
| Devices | iPhone, iPad, Mac | iPhone, iPad, Mac |
| Requires iOS | 17.6 | 17.0 — better |
| Further details — not scored | ||
| Size | 31 MB | 296 MB |
| Age rating | 17+ | 4+ |
| Developer | H2o.ai Inc | 飞 杨 |
Customer experience
h2oGPTe
Mollama
Bugs and requests
h2oGPTe
Not enough reviews yet to summarise bugs or 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
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- 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
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- Adjustable model parameters (temperature, etc.)
- Shortcut support
- Support for interacting with shortcuts
- Ability to modify system prompt
- Add a donate button
In-app purchases
h2oGPTe
No in-app purchases
Mollama
No in-app purchases








