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PAIOS Review: Offline Gemini Nano Chat for Android

·7 min read·By Hans Kuepper · Founder of PromptQuorum · Discovery engine for open-weight & open-source AI

Founder-reviewed. PAIOS's founder reviewed this entry's technical specs and description for accuracy. The review itself remains independent PromptQuorum editorial content.

PAIOS is a chat front end for Google's Gemini Nano model that, per its README, runs entirely on an Android phone through Google AI Core, with its code released under the Unlicense, a public-domain-style license. It is a client, not a model library: it only works on phones where AI Core is supported (the README names the Pixel 9 and 10 series as examples, and the developer confirms more phones work, since Google, not the app, decides the list) and only with Gemini Nano. The project labels itself alpha. This review (version 1.1.8, the latest GitHub release, published April 21, 2026) is based on its public documentation, not hands-on device testing, and was reviewed by the developer, Puzzak, who supplied corrections and context on October 5, 2026.

PAIOS (Personal AI Operating System) is a free, open-source Android app that gives Google's on-device Gemini Nano model a chat interface, with multiple chats, custom prompts, and temperature controls. This review covers what it does, which phones it works on, and where it falls short, using the project's own README, changelog, and Google Play listing, plus corrections and context supplied by its developer.

PAIOS Review: Offline Gemini Nano Chat for Android

Key Takeaways

  • Version reviewed: 1.1.8, the latest GitHub release at the time of review, published April 21, 2026.
  • Price and license: free, with no in-app purchases listed on Google Play; the code is under the Unlicense, a public-domain-style license.
  • Model: Gemini Nano, run by Google AI Core on the phone; the documentation describes no way to load other models.
  • Platform: Android only, on AI Core-supported phones (the Pixel 9 and 10 are examples, not a limit) and with the Google Play Store installed.
  • Maturity: a one-person pet project that the developer labels alpha; the last commit was in May 2026, and the developer says limited time is the main constraint.
  • Maker-reviewed: developer Puzzak read this review and supplied corrections, which are included below.

📍 In One Sentence

PAIOS, built by developer Puzzak, lets you chat with Gemini Nano fully on-device through Google AI Core, with multiple chats, custom prompts, and temperature controls; it costs nothing and its source is public.

💬 In Plain Terms

Think of it as a chat window for the small AI model that Google already built into supported Android phones: no account, no cloud model, and no model files to manage, but also no choice of model.

Get PAIOS

PAIOS is available from Google Play and as a direct APK on GitHub. Both are free. Use the Play listing for automatic updates, or the GitHub APK to install directly. Either way, the Google Play Store must be on the phone, because AI Core requires it.

This review is a companion to PromptQuorum's Local LLM Software Directory, which lists PAIOS alongside other on-device and local AI tools.

Channel
Get It
Google PlayPAIOS - Offline AI on Google Play
GitHub APKPAIOS releases on GitHub
Source codePuzzaks/PAIOS

Since version 1.1.2 the app uses a new package name. Per the developer, the original listing, named "Gemini Nano", was removed by Google after two days for impersonation, which is why older builds no longer work. Install a current build rather than an old APK.

PAIOS at a Glance

Attribute
PAIOS
PlatformAndroid only
PriceFree
LicenseUnlicense (public-domain-style)
Runs fully offlineChat runs on-device; see Privacy for network use
Import your own modelsNo; Gemini Nano only, and no other model is planned soon, per the developer
In-app model downloadsNot stated
Image inputNot yet; the model can accept images, but the app does not implement it, per the developer
Needs Google Play StoreYes, because AI Core requires it, even with the GitHub APK
Voice input / outputNot stated

Attributes follow the mobile-chat comparison used in the Local LLM Software Directory. "Not stated" means the README, roadmap, and changelog do not mention the feature, not that it was tested and found missing. The model, image, and Play Store rows reflect the developer's own clarification.

What PAIOS Is

PAIOS is a front end for Gemini Nano, not an inference engine. Google AI Core, the Android system service that hosts Gemini Nano, runs the model. PAIOS adds the chat interface around it: separate conversations, prompts, and generation settings.

It is built mainly by one developer, Puzzak, with community translation contributions, written in Dart, and published as an independent project that is not affiliated with Google. The repository was created in November 2025 and has about 170 GitHub stars.

It began as a pet project. Per the developer, it first launched on Google Play as "Gemini Nano" and gathered more than 5,000 native installs in two days before Google removed the listing over impersonation, which is why the package name changed. An earlier version of the app was later featured in a HowToMen episode (watch the segment).

This review draws on the README, changelog, roadmap, GitHub releases, the Google Play listing, and the developer's response. It does not include hands-on testing on a device, so speed and answer quality are not rated here.

How to Get Started

Setup is a normal app install on a supported phone, with no account. The README does not describe the first-run flow in detail, so the steps below follow the documented requirements.

  1. 1
    Check that your phone supports AI Core
    Why it matters: PAIOS only works where Google AI Core and Gemini Nano are available. Google decides which phones qualify, so check [Google's ML Kit GenAI documentation](https://developers.google.com/ml-kit/genai#prompt-device) or simply try the install (see Device Requirements).
  2. 2
    Install PAIOS
    Why it matters: Get it from [Google Play](https://play.google.com/store/apps/details?id=page.puzzak.paios) or the [GitHub releases page](https://github.com/Puzzaks/PAIOS/releases); the Play Store must be on the phone either way.
  3. 3
    Start a chat
    Why it matters: Create a conversation, then set its temperature, token limit, and prompt if you want something other than the defaults.
  4. 4
    Optional: customize prompts
    Why it matters: Open the prompt manager to pick a system prompt, write your own, or import one from a Markdown file.

Features and Controls

PAIOS focuses on controlling how Gemini Nano is prompted, since the model itself is fixed. Everything below comes from the README and changelog for versions up to 1.1.8.

  • Multiple chats. Create, rename, and pin conversations, each with its own context.
  • Generation controls. Adjust temperature and maximum response tokens; since 1.1.7, temperature can be set per chat.
  • Prompt manager. Since 1.1.6 you can pick, edit, and assign system and user prompts per chat; 1.1.8 added Markdown import and export of prompts.
  • Custom instructions. Steer the model toward a persona or task, and optionally inject the current date, time, and app language.
  • Prompt transparency. You can view the actual system prompt PAIOS sends to the model.
  • Auto-continue. Since 1.1.7, long answers can be continued automatically, a workaround for the roughly 25-second generation limit described in the roadmap.
  • Translations. Community contributors have added Turkish, German, and Chinese interface translations.

Device Requirements

PAIOS needs a phone where Google AI Core and Gemini Nano are available. The README states that it "requires a supported device with Google AI Core (e.g., Pixel 9/10 series)". It lists no minimum RAM or storage figure, so device support, not specs, is the gate.

The developer clarifies that the Pixel 9 and 10 are just examples and that more phones support it. Google decides which devices receive Gemini Nano, and the developer says he sometimes does not know which phones qualify. For that reason the app is not locked to a list of phones: if Google enables Gemini Nano on your device, PAIOS can use it. For the official overview, see Google's ML Kit GenAI documentation.

The Google Play Store must also be on the phone. Per the developer, AI Core requires it, so a GitHub install still depends on Play, and new developer-verification rules add to that.

Privacy and Network Use

The README says PAIOS runs "entirely on-device using Google's AI Core. No data leaves your phone." The Google Play listing shows the developer's data-safety declaration as "No data collected" and "No data shared".

The changelog adds detail worth knowing. Version 1.1.2 introduced optional analytics for debugging and crash reporting, version 1.1.5 added crash reporting, and later versions mention Firebase Remote Config for app settings and prompts downloaded from GitHub. The README and the Play declaration do not mention these, and this review did not inspect the app's network traffic.

If you need zero network contact, check the app's settings for the analytics option and inspect traffic yourself. The source is public, so the claims can be audited by anyone.

From the Maker

After this review was published, Puzzak, the developer behind PAIOS, read it and replied with corrections and context. The following is presented as the developer's own words, condensed and lightly reformatted into paragraphs for readability, not as PromptQuorum's independent editorial assessment:

"PAIOS is my pet project. It was first released on the Play Store as 'Gemini Nano', lived for two days, gathered over 5,000 native installs and was removed by Google for impersonation, hence the package name change.

Only Gemini Nano is supported, and there will be no other model anytime soon. There is no multimodality yet: the model can accept images, but I have not implemented that.

The README is not the final source of truth about devices. Which phones support Gemini Nano is up to Google, and sometimes I do not even know. Because of that, the app is not locked to certain phones: I cannot change a supported list as often as Google does. The Pixel 9 and 10 are just examples, and more phones do support it.

The app needs the Play Store to function. You can install it from GitHub, but AI Core requires the Play Store, and there are new rules regarding developer verification.

Your notes about the repo being semi-abandoned are mostly true. I do not have enough time to maintain it, and the roadmap lists a lot that I would love to improve or implement.

An earlier version of the app was featured in a HowToMen episode."

— Puzzak, developer. Related links: Google ML Kit GenAI documentation · HowToMen episode featuring an earlier version

Trade-Offs: Benefits vs. Limitations

Free, public-domain-style license

What it means in real use:
No price, no account, and a very permissive license on the code.
Limitation / caveat:
One maintainer with limited time; the developer calls the repository semi-abandoned, and the last commit was in May 2026, so update pace is uncertain.

No model files to manage

What it means in real use:
Google AI Core supplies Gemini Nano, so there are no GGUF files or catalogues to deal with.
Limitation / caveat:
Gemini Nano is the only supported model, and the developer says no other model is coming soon; image input is not implemented yet either.

Not locked to a phone list

What it means in real use:
It can work on any phone where Google enables Gemini Nano, not only the Pixel 9 and 10 named in the README.
Limitation / caveat:
Google controls device support and changes it without notice; it also needs the Play Store, so check your phone before relying on it.

Strong prompt controls

What it means in real use:
Per-chat prompts, temperature, and token limits make the small model easier to steer.
Limitation / caveat:
The README warns Gemini Nano is tuned for summarization and smart reply, and it may hallucinate or lose context.

Open source, auditable

What it means in real use:
Anyone can read the code behind the privacy claims.
Limitation / caveat:
The README says typing curses or slurs can soft-lock the app when auto-retry is on, because of the model's own filters.

Auto-continue for long answers

What it means in real use:
Responses cut off by the roughly 25-second generation window can be extended.
Limitation / caveat:
The changelog lists auto-continue as still in testing: it may continue finished answers or miss cut-off ones.

PAIOS vs. Alternatives

PAIOS

Platforms:
Android
Price and license:
Free, Unlicense
Model flexibility:
Gemini Nano, via Google AI Core
Key difference:
Open-source Gemini Nano client with strong prompt controls; needs an AI Core phone
Articles about PAIOS (1)

Layla

Platforms:
Android
Price and license:
Freemium, closed source
Model flexibility:
GGUF models plus other on-device backends
Key difference:
Android-first assistant with broader model choice, but not open source

PocketPal AI

Platforms:
Android, iOS
Price and license:
Free, MIT
Model flexibility:
GGUF models you download yourself
Key difference:
Ships its own inference engine instead of using AI Core, but you manage model files yourself

Off Grid AI

Platforms:
Android, iOS, macOS, Windows
Price and license:
Freemium, MIT
Model flexibility:
Local models plus Ollama connections
Key difference:
Cross-platform and feature-rich, but a much larger app than a focused Gemini Nano client

Platform, price, and feature details for third-party apps change frequently. Verify current specifics on each app's own listing before deciding.

Who Should Use PAIOS

  • Owners of an AI Core-supported phone, Pixel or not, who want a free chat front end for Gemini Nano. It is the most direct way to talk to the model Google already ships on the device.
  • Privacy-minded users who prefer open source. The code is public and under the public-domain-style Unlicense, so the data-handling claims can be checked.
  • Tinkerers who like to steer a small model. Per-chat prompts, temperature, and a prompt library with Markdown import and export reward experimentation.

Who Should Not Use PAIOS

  • Anyone whose phone lacks AI Core support or the Google Play Store. The app cannot run without them (see Device Requirements above).
  • Users who want to choose or import models, or send images. PAIOS supports Gemini Nano only and has no image input yet; try PocketPal AI or Layla instead.
  • People who need depth or reliability. Gemini Nano is a small on-device model, and the project calls itself alpha.
  • iPhone, Mac, or Windows users. PAIOS is Android-only; Off Grid AI covers more platforms.

Frequently Asked Questions

Is PAIOS free?

Yes. The Google Play listing shows no in-app purchases, and the roadmap lists monetization only as a future, unchecked item.

Who makes PAIOS?

An independent developer who publishes as Puzzak (GitHub: Puzzaks), as a pet project. The project states it is not affiliated with, endorsed by, or sponsored by Google.

Does PAIOS work on any Android phone?

No. It needs Google AI Core, which Google enables on selected devices, plus the Play Store. The Pixel 9 and 10 named in the README are examples; the developer says more phones work and the app is not locked to a list. See Device Requirements.

Can I use other models, like Llama or Gemma, in PAIOS?

No. According to the developer, only Gemini Nano is supported and no other model is coming anytime soon. For other models, see the alternatives table above.

Does PAIOS support image input?

Not yet. The developer says the model can accept images, but the app does not implement that, so there is no multimodality for now.

Why do long answers sometimes stop partway?

The roadmap describes a roughly 25-second generation window that can end answers early. Version 1.1.7 added auto-continue as a workaround, and the changelog still lists it as in testing.

Is PAIOS actively maintained?

Only lightly. Releases run from 1.0.0 to 1.1.8, the latest, published on April 21, 2026, and the last commit was in May 2026. The developer says he does not have enough time to maintain it, though the roadmap lists many improvements he would like to make, such as AICore version controls and in-app documentation.

Can I install PAIOS without Google Play?

Only partly. Each GitHub release includes an APK, and the source is public, but the app still needs the Google Play Store on the phone because AI Core requires it, per the developer.

Why did PAIOS change its package name?

Per the developer, the first release was named "Gemini Nano" on Google Play, gathered more than 5,000 native installs in two days, and was removed by Google for impersonation. The app returned as PAIOS under a new package name.

Verdict

PAIOS does one narrow thing well on paper: it turns the Gemini Nano model already inside supported Android phones into a configurable, open-source chat app, free and without an account.

The same narrowness is the catch. You get one documented small model, a hard dependency on Google AI Core support, and software its own author calls alpha. That makes it a good fit for owners of Gemini Nano-capable phones who like to experiment, and a poor fit for anyone who wants model choice, broad device support, or polish.

In its favor: it is a candid, one-person pet project that, per its developer, drew over 5,000 installs in its first two days, and its developer engaged with this review and corrected it in the open. The openness to feedback is a good sign, even with limited time to maintain it.

If your phone qualifies, install it and see how Gemini Nano feels with your own prompts. If it does not, or you want more models, start with PocketPal AI or Layla.

Sources

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