What Is On Device LLM?
On Device LLM is an Android chat app that, according to its Google Play listing, answers prompts with open-weight models running on the phone instead of a cloud service. The listing is titled "Local LLM", while the developer's website and privacy policy call it "local LLM" and describe on-device AI chat for Android; this review uses "On Device LLM" to tell it apart from the iPhone and Mac apps On Device AI and AI on Device, which have a different developer, platform and package name.
The listing names its developer as Raushan kumar Pandey in India; the Android package is com.ondevicellm. The app is published only on Google Play.
Get It
On Device LLM is installed from Google Play like any other Android app; no terminal or account is involved. The first model download is 369 MB or more, so the first run needs a connection and free storage.
Platform | Where to get it |
|---|---|
| Android | Google Play (free install, 64-bit Android 7.0 or later) |
| Website | on-device-llm-ff80d.web.app (developer site with legal pages only) |
| Privacy policy | Privacy policy (last updated 24 August 2026) |
Version reviewed: 1.0, shown on Google Play as last updated on 11 September 2026; the release notes call it the first release. The listing names no source repository.
Features Confirmed by the Sources
Every item below comes from the Google Play description or the privacy policy.
- Seven built-in models. SmolLM2 360M, Qwen2.5 0.5B, TinyLlama 1.1B, Llama 3.2 1B, Qwen2.5 1.5B, Gemma 2 2B and Llama 3.2 3B, each showing its download size before you commit; models can be switched without leaving the chat.
- Your own models. You can paste a direct link to any GGUF file.
- Saved chats. Conversations are stored in a database on the device, titles are written by the model, markdown and code blocks render with one-tap copy, and all chats can be cleared at once.
- Optional local API. An OpenAI-compatible HTTP endpoint on port 11434 lets curl, the Python SDK or your own scripts use the phone's model over Wi-Fi or USB, with streaming. It is off by default and shows a notification while active.
- Requirements. The listing states roughly 1 to 3 GB of free RAM depending on the model, and says larger models are noticeably slower on older phones.
Privacy and Network Use
According to the privacy policy, messages and replies stay in a private database on the device, and no prompt is ever sent to a server. There is no account, and the listing says there are no ads. The Google Play Data safety section says "No data collected" and "No data shared with third parties".
The policy is more detailed than that card. It says the app uses Google Firebase Analytics to record anonymous events: event names, the model name, message length in characters (not the text), durations, an anonymous app instance ID and standard device information. It also lists model downloads from the host you select (by default huggingface.co) and a read-only Google Cloud Firestore request at startup for the model catalogue and update checks. The two statements differ on analytics, so the policy is the fuller source.
The optional local API has no authentication: the policy says anything on your network that can reach the phone can send prompts and read replies, and advises enabling it only on networks you trust.
📌Note: The app is closed source, so none of these claims can be checked in code, and PromptQuorum has not audited network traffic. Anyone handling confidential material should verify behavior on their own device first.
Who Should Use It
- Android users who want a free offline chat app with their own choice of models. The GGUF link import is the main reason to try it.
- Developers who want a phone-hosted endpoint on a trusted network. The local API is the other.
What We Could Not Verify
- Hands-on performance. Speed, battery use and answer quality were not tested, and nobody here confirmed that chat works in airplane mode.
- The runtime. The listing says models are GGUF files but does not name the inference engine.
- License and source code. No public repository was found, so the app is treated as closed source; each model also carries its own license from its publisher.
- In-app purchases. The install is free and the description names no purchases or ads, but the Data safety card does not state a business model.
- The developer contact. The privacy policy shows a placeholder contact address (SUPPORT@EXAMPLE.COM); the support email is on the Google Play listing.
Competitors and Alternatives
PocketPal AI
- Platforms:
- iOS, Android
- Price / license:
- Free / MIT
- Key difference:
- Open-source on-device chat client with its own model library
Articles about PocketPal AI (10)
- PocketPal AI Review: Free, Open-Source On-Device ChatUpdated September 5, 2026
- Local LLM App Alternatives in 2026: Options to LM Studio, Ollama, Open WebUI and PocketPal AIUpdated October 31, 2026
- Best Local AI Apps for iPhone in 2026 (Run LLMs Without WiFi)Updated October 30, 2026
- Layla Review: On-Device AI Companion App for Android and iOSUpdated October 30, 2026
- Best Local LLM Apps for Android in 2026: 6 Apps Compared on Real PhonesUpdated October 26, 2026
- Google AI Edge Gallery Review: Gemma 4 On-Device Chat for iPhoneUpdated October 26, 2026
- Loci AI Review (2026): Offline AI for iPhone, Android, iPad, Mac and WindowsUpdated October 23, 2026
- Private LLM Review: On-Device AI Chat for iPhone, iPad, and MacUpdated October 23, 2026
- Run a Local LLM on Your Tablet: iPad Pro M5, Galaxy Tab S10, OnePlus Pad 2 (2026)Updated October 23, 2026
- Best Mobile LLM Models for Phones in 2026: Phi-4 Mini vs Gemma 3 vs SmolLMUpdated October 19, 2026
+44 more not shown
Private Mind
- Platforms:
- iOS, Android
- Price / license:
- Free / MIT
- Key difference:
- Open-source offline chat with on-device document Q&A and benchmarks
Articles about Private Mind (2)
- Private Mind Review: Open-Source Offline AI Chat for iPhone and AndroidUpdated October 3, 2026
- Local AI Chat Pocket Review: Offline LLM and Image Chat for iPhone and iPadUpdated October 6, 2026
Also mentioned in:
- MemoryAI Review: Free Offline AI Chat for iPhone and AndroidUpdated October 28, 2026
- Laria Review: Paid Android AI Assistant With Local ModelsUpdated October 26, 2026
- CompactifAI APP Review: Free Chat App with Offline and Cloud ModelsUpdated October 24, 2026
- Frankly AI Review: iPhone Chat App With Downloadable On-Device ModelsUpdated October 24, 2026
- Haplo AI Review: Offline Chat and Image App for iPhone and MacUpdated October 24, 2026
- LM Mini Review: iPhone Chat App for On-Device and Home-Server AIUpdated October 24, 2026
- On-Device AI Translator Review: Offline LLM Translation for iPhoneUpdated October 24, 2026
+9 more not shown
ToolNeuron
- Platforms:
- Android
- Price / license:
- Free / MIT
- Key difference:
- Open-source encrypted on-device AI app for Android
Articles about ToolNeuron (4)
- ToolNeuron Review: Open-Source Encrypted Android AI AppUpdated September 12, 2026
- Local Chat Apps & Assistants Compared (2026): Desktop, Mobile, Self-Hosted, Assistants and RoleplayUpdated September 20, 2026
- Local Image, Video & Vision Tools Compared (2026): Generation, Vision and OCRUpdated September 20, 2026
- LocalAI Review: ApexCreator's Offline Android AI Chat AppUpdated September 12, 2026
Also mentioned in:
- Honey LLM Review: Offline AI Chat and Document Q&A for AndroidUpdated October 16, 2026
- Local Knowledge & Retrieval Tools Compared (2026): RAG, Document Chat, Vector Databases, Notes and SearchUpdated September 20, 2026
Google AI Edge Gallery
- Platforms:
- iOS, Android
- Price / license:
- Free / Apache 2.0
- Key difference:
- Open-source on-device app from Google's AI Edge team
Articles about Google AI Edge Gallery (5)
- Google AI Edge Gallery Review: Gemma 4 On-Device Chat for iPhoneUpdated October 26, 2026
- Local LLM App Alternatives in 2026: Options to LM Studio, Ollama, Open WebUI and PocketPal AIUpdated October 31, 2026
- Best Local AI Apps for iPhone in 2026 (Run LLMs Without WiFi)Updated October 30, 2026
- Run a Local LLM on Your Tablet: iPad Pro M5, Galaxy Tab S10, OnePlus Pad 2 (2026)Updated October 23, 2026
- Local Chat Apps & Assistants Compared (2026): Desktop, Mobile, Self-Hosted, Assistants and RoleplayUpdated September 20, 2026
Also mentioned in:
- Loci AI Review (2026): Offline AI for iPhone, Android, iPad, Mac and WindowsUpdated October 23, 2026
- Running Local AI on the Galaxy S26: On-Device AI Explained (2026)Updated October 19, 2026
- Private Mind Review: Open-Source Offline AI Chat for iPhone and AndroidUpdated October 3, 2026
Competitor details change often; confirm each app's current price, license and platforms on its own listing.
Frequently Asked Questions
Is On Device LLM the same as On Device AI or AI on Device?
No. Those are separate iPhone and Mac apps from other developers; this one is an Android app with the package name com.ondevicellm.
Can I use a model that is not in the list?
The listing says you can paste a direct link to any GGUF model. Whether a given model runs well depends on your phone's RAM, and its license is set by its publisher.
Does it work on iPhone or desktop?
No such build was found; the developer's website describes it as on-device AI chat for Android.
Verdict
On Device LLM is a free Android chat app with a clear offline pitch, a GGUF link import and a local API, but it is newly released, closed source and has 100+ downloads, and its offline and privacy claims are untested. It suits readers who want to try a small, account-less assistant and accept those risks; anyone who wants an open-source, established client should compare PocketPal AI or Private Mind.
Sources
- On Device LLM on Google Play — description, release notes, update date, download count and Data safety section, checked 26 October 2026.
- On Device LLM website — the developer's site, checked 26 October 2026.
- On Device LLM privacy policy — data handling, analytics, network requests and the local API; last updated 24 August 2026.
