MLC Chat vs LM Mini
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
MLC Chat
Engage in conversations with open language models directly on your iPad or iPhone. Once a model is downloaded, all interactions occur locally, ensuring privacy and offline functionality without internet access. This app is designed for non-commercial use, allowing you to run various open-source language models on your device.
- Local AI model chat
- Offline functionality
- No internet required
- Privacy-focused
- Open-source project integration
- Downloadable language models
Read full descriptionHide full description
MLC Chat lets users chat with open language models locally on ipads and iphones. After a model is downloaded to the app, everything runs locally without server support, and it works without internet connections do not record any information. Because the models run locally, it only works for the devices with sufficient VRAM depending on the models being used. MLC Chat is part of open source project MLC LLM, with allows any language model to be deployed natively on a diverse set of hardware backends and native applications. MLC Chat is a runtime that runs different open model architectures on your phone. The app is intended for non-commercial purposes. It allows you to run open-language models downloaded from the internet. Each model can be subject to its respective licenses.
LM Mini
Chat with your locally hosted language models directly from your iPhone. This companion app connects to your LM Studio server, offering features like conversation management, context visualization, and privacy-first data handling. It also supports image generation through Automatic1111 integration.
- Connect to LM Studio server
- Chat with local language models
- Manage multiple conversations
- Track context usage
- Dark mode support
- Image generation integration
Read full descriptionHide full description
Chat with LM Studio, Ollama, and oMLX from your iPhone — or run on-device models offline. Private local AI on hardware you control. No cloud chat subscription required. THREE WAYS TO USE IT 1. On-device — download a model and chat with no internet 2. Connected — LM Studio, Ollama, Jan AI, or oMLX over Wi‑Fi or USB 3. Remote — LM Mini Connect from anywhere, encrypted with your key One app for phone-side models and your desktop local setup. WHAT TO EXPECT Phone models are not the same as huge hosted models in a data center. They are smaller, and that is expected. Performance will vary by hardware. What you gain is control: offline use, private chats on your device or your home machine, and freedom to run the open models you choose. BUILT FOR - People already running LM Studio, Ollama, oMLX or Jan AI who want that stack in their pocket - People who want on-device chat when they are offline or away from Wi-Fi - People who care about keeping conversations off third-party chat servers - Researchers, builders, and privacy-minded users experimenting with local AI INSIDE THE APP - Download and run on-device models on your phone - Connect to LM Studio, Ollama, Jan AI and oMLX - Remote access through LM Mini Connect with your encryption key - Manage and download models on LM Studio from your phone - Local conversation history, folders, and context usage tracking - Personas, plus group chat with up to 5 models in one conversation - Voice chat with Kokoro - Image generation with ComfyUI and Automatic1111 - Web search through SearXNG - Memory so your AI can remember details about you - On-device semantic search across your chats - Background generation, so you don't have to sit and stare at the screen - Themes, backgrounds, and avatars - Import chats from LM Studio - Optional encrypted cloud backups - Custom servers with custom headers - Optional APIs when you want them: OpenAI, OpenRouter, Mistral, DeepSeek, Google Gemini, and more - MCP tool calling - In-app support and feature requests - Dark mode and a chat UI meant for daily use PRIVACY For local use, chats stay on your phone, or between your phone and your own computer. We don't need your conversations to make that core local path work. If you choose optional cloud APIs, those requests go to the provider you pick. SETUP On-device: a compatible phone with enough free storage and memory for the model you pick. Connected mode: LM Studio, Ollama, or oMLX on your computer, plus local network or USB access, or LM Mini Connect for remote use. Install LM Mini and keep your local AI with you. Download LM Mini today and start chatting with your local AI models privately and securely! This app uses Apple Standard EULA license and its available at https://www.apple.com/legal/internet-services/itunes/dev/stdeula/
Screenshots
Verdict
The clearest difference is in-app purchases: MLC Chat at none against LM Mini's 3. LM Mini's advantage is update cadence (every 3 days vs every 2 months) and rating (4.5 vs 4.2). On price, review sentiment, ratings volume and ads 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. LM Mini sells 3 in-app purchases, starting at $4.99 per month. MLC Chat asks for nothing beyond the download.
LM Mini holds the better App Store score, 4.5 against 4.2. Both are backed by a comparable volume of ratings — 78 and 141 respectively. Written reviews split almost evenly too, at 68% and 67% positive.
MLC Chat ships an update every 2 months, LM Mini every 3 days. The most recent releases landed on August 19, 2026 and September 24, 2026 respectively.
| Parameter | MLC Chat | LM Mini |
|---|---|---|
| Price | Free | Free |
| Rating | 4.2 (78 ratings) | 4.5 (141 ratings) — better |
| Positive reviews | 68.3% of reviews — better | 67.4% of reviews |
| Number of ratings | 78 | 141 — better |
| Update frequency | Every 2 months | Every 3 days — better |
| Ads | No | No |
| In-app purchases | No — better | Yes |
| Monetization | Free — better | Free with in-app purchases |
| Devices | iPhone, iPad | iPhone, iPad, Mac — better |
| Requires iOS | 17.0 | 16.0 — better |
| Further details — not scored | ||
| Size | 1.7 GB | 174 MB |
| Age rating | 17+ | 4+ |
| Developer | Tianqi Chen | Sultan Haider |
Customer experience
MLC Chat
LM Mini
Bugs and requests
MLC Chat
Reported bugs
17 issues- Phi model crashes on iOS 26.0.1 17 Pro Max
- App crashes on iPad Pro 4th Gen, iPadOs 17.7
- RedPajama model crashes app on initialization
- Update is extremely slow
- Download model button disabled in new version
Show 12 moreShow fewer
- RedPajama model crashes, custom model download removed
- App closes when hitting send on iPhone 13
- Conversation resets when app is backgrounded
- Vicuna and Mistral 7B models cause crashes
- Some 7b q4f16/q4f32 models crash on iPhone 15 Pro
- App crashes on iPhone 13 mini
- Cannot load other models from URL
- Crash on iPhone 12
- Severe heating and frequency reduction on A15
- Low VRAM failed initialization on 3GB LP DDR4X phone
- Cannot run 4bit model on iPhone 15 with 8GB RAM
- Loading models from HF MLC official Repo causes crashes
Requested features
14 requests- Ability to import custom models (from URL/Hugging Face)
- Support for more specific models (DeepSeek, Phi-2, Gemma 2B/7B, MoE Mixtral 8x7B, LLaVA)
- History of conversations
- iOS shortcuts support
- Ability to export entire responses
Show 9 moreShow fewer
- Information on VRAM requirements per phone/model
- Ability to change system message/create custom profiles
- Ability to edit responses and system prompt
- Add coffee support
- Delete downloaded models
- Change settings per model (repetition penalties, temperature)
- How-to guide for importing/recompiling LLMs
- Estimate model compatibility before download
- Support for CN and ZH languages
LM Mini
Not enough reviews yet to summarise bugs or requests.
In-app purchases
MLC Chat
No in-app purchases
LM Mini
- Monthly Subscription$4.991 Month
- Yearly Subscription$29.991 Year
- Lifetime Premium$119.99








