Google AI Edge Gallery vs Mocca
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
Google AI Edge Gallery
Run powerful open-source Large Language Models directly on your mobile device for private, fast, and offline AI experiences. Features include agent skills, AI chat with reasoning visualization, and instant media search.
- On-device LLM execution
- Agent Skills for proactive assistance
- AI Chat with Thinking Mode
- Instant Media Search
- Video Moment Finder
- Ask Image and Audio Scribe
- Prompt Lab for testing
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AI Edge Gallery is the premier destination for running the world’s most powerful open-source Large Language Models (LLMs) on your mobile device. Experience high-performance Generative AI directly on your hardware—fully offline, private, and lightning-fast. Now Featuring: EmbeddingGemma 2 This update brings official support for the newly released EmbeddingGemma 2 model. With this release, we bring cutting edge, multimodal semantic search running 100% on your device. Try out these new capabilities in our new features Instant Media Search and Video Moment Finder. Core Features - Agent Skills: Transform your LLM from a conversationalist into a proactive assistant. Use the Agent Skills tile to augment model capabilities with tools like Wikipedia for fact-grounding, interactive maps, and rich visual summary cards. You can even load modular skills from a URL or browse community contributions on GitHub Discussions. - AI Chat with Thinking Mode: Engage in fluid, multi-turn conversations and toggle the new Thinking Mode to peek "under the hood." This feature allows you to see the model’s step-by-step reasoning process, which is perfect for understanding complex problem-solving. Note: Thinking Mode currently works with supported models, starting with the Gemma 4 family. - Instant Media Search: Explore your photo library (or built-in sample media) with fast, search-as-you-type natural language queries and image-to-image similarity matching—with zero cloud roundtrips. - Video Moment Finder: Pinpoint exact moments inside videos using natural language descriptions. Jump straight to highlighted timestamps on an interactive timeline, trim clips, and save or export your favorite moments - Ask Image: Use multimodal power to identify objects, solve visual puzzles, or get detailed descriptions using your device’s camera or photo gallery. - Audio Scribe: Transcribe and translate voice recordings into text in real-time using high-efficiency on-device language models. - Prompt Lab: A dedicated workspace to test different prompts and single-turn use cases with granular control over model parameters like temperature and top-k. - Mobile Actions: Unlock offline device controls and automated tasks powered entirely by a finetune of FuntionGemma 270m. - Tiny Garden: A fun, experimental mini-game that uses natural language to plant and harvest a virtual garden using a finetune of FunctionGemma 270m. - Model Management & Benchmark: Gallery is a flexible sandbox for a wide variety of open-source models. Easily download models from the list or load your own custom models. Manage your model library effortlessly and run benchmark tests to understand exactly how each model performs on your specific hardware. - 100% On-Device Privacy: All model inferences happen directly on your device hardware. No internet is required, ensuring total privacy for your prompts, images, and sensitive data. Built for the Community AI Edge Gallery is an open-source project designed for the developer community and AI enthusiasts alike. Explore our example features, contribute your own skills, and help shape the future of the on-device agent ecosystem. Check out the source code on GitHub: https://github.com/google-ai-edge/gallery Note: This app is in active development. Performance is dependent on your device's hardware (CPU/GPU). For support or feedback, contact us at google-ai-edge-gallery-android-feedback@google.com.
Mocca
This AI chat client allows you to connect your preferred model providers, create custom assistants, and engage in conversations, writing, and idea exploration. It supports image and file sharing, web search, and local chat storage.
- Connect compatible model providers with API keys
- Create one-to-one and group chats with multiple assistants
- Share images, files, code, and tables
- Optional web search and speech playback
- Customize assistant prompts and memory
- Local chat storage with import/export options
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Mocca is a native AI chat client for iPhone. Connect your preferred model provider, create your own assistants, and chat, write, and explore ideas in one simple space. Make it your own • Connect compatible model providers with your own API keys • Create one-to-one conversations and group chats with multiple assistants • Read replies in natural paragraphs, with customizable bubble spacing in single and group chats • Share images and files, with support for Markdown, syntax-highlighted code, math, and tables • Use optional web search, speech playback, and MCP tools • Customize assistant prompts, recent memory, and worldbooks • Keep track of background generation with Live Activities • Store chats locally on your device, with import, export, and backup options Mocca is a client, not a model service. You will need a compatible third-party provider and your own API key. Provider availability, supported features, and usage charges depend on the service you choose. You can also support development with optional tips. Tips do not unlock additional chat features and do not renew automatically. Your first purchase at a given tier includes a commemorative cosmetic; repeat purchases at that tier do not add new cosmetics.
Screenshots
Verdict
The clearest difference is rating: Mocca at 5.0 against Google AI Edge Gallery's 4.1. Mocca also leads on review sentiment (100% vs 60%) and update cadence (every 3 days vs every 2 weeks). Google AI Edge Gallery's advantage is in-app purchases (none vs 3) and ratings volume (165 vs 3). 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
Both are free to download. Mocca sells 3 one-off in-app purchases. Google AI Edge Gallery asks for nothing beyond the download.
Mocca holds the better App Store score, 5.0 against 4.1. That said, the two scores are not equally well evidenced: Google AI Edge Gallery has 165 ratings behind it against 3, so its average is the more settled of the two. Written reviews point the same way: 60% of Google AI Edge Gallery's written reviews are positive against 100% of Mocca's.
Google AI Edge Gallery ships an update every 2 weeks, Mocca every 3 days. The most recent releases landed on October 31, 2026 and October 29, 2026 respectively.
| Parameter | Google AI Edge Gallery | Mocca |
|---|---|---|
| Price | Free | Free |
| Rating | 4.1 (165 ratings) | 5.0 (3 ratings) — better |
| Positive reviews | 60.2% of reviews | 100.0% of reviews — better |
| Number of ratings | 165 — better | 3 |
| Update frequency | Every 2 weeks | Every 3 days — better |
| Ads | No | No |
| In-app purchases | No — better | Yes |
| Monetization | Free — better | Free with in-app purchases |
| Devices | iPhone | iPhone |
| Requires iOS | 17.0 | 17.0 |
| Further details — not scored | ||
| Size | 116 MB | 31 MB |
| Age rating | 12+ | 17+ |
| Developer | Google LLC | 阳 柳 |
Customer experience
Google AI Edge Gallery
Mocca
In-app purchases
Google AI Edge Gallery
No in-app purchases
Mocca
- 小小投喂$0.99
- 暖心投喂$2.99
- 超级投喂$6.99









