Add AI to your Flutter app with io_flip

Google I/O 2023 FLIP AI-designed card game built with Flutter & Firebase.

CategoryAI/ML
Stars★ 691
Last update2026-06-04
PriorityMedium

io_flip is an open-source AI/ML toolkit for Flutter mobile app development, with 691★ on GitHub and last updated on 2026-06-04. This guide covers what io_flip does, why it matters in 2026, how to add it to your project, when to reach for it, and how it compares to the alternatives — plus a quick FAQ.

What is io_flip?

Google I/O 2023 FLIP AI-designed card game built with Flutter & Firebase. It focuses on bringing on-device or cloud AI features into a Flutter app. The project lives at flutter-team-archive/io_flip and is maintained by flutter-team-archive.

Why io_flip is worth knowing in 2026

io_flip carries 691 GitHub stars, 122 forks, 14 open issues. It has been around since 2023, and is actively maintained. For a AI/ML option, that combination of adoption and upkeep usually means a healthy community, production usage, and plenty of examples to learn from — the things that make a dependency safe to build on.

Installing io_flip

Add the package to your pubspec.yaml:

dependencies:
  io_flip: ^latest

Then fetch it and import it in your Dart code:

flutter pub get
import 'package:io_flip/io_flip.dart';

Check the package’s example/ directory and its pub.dev page for the exact API — io_flip is versioned there with full docs so you always integrate against the current release.

When should you use io_flip?

Reach for io_flip when:

  • you’re adding a chatbot, assistant, or generative feature
  • you need on-device inference for privacy or offline use
  • you’re wiring an LLM or ML model into a mobile app

io_flip vs. the alternatives

If you’re weighing options in the AI/ML space, these are the other projects developers most often compare io_flip against:

There’s no single winner — the right pick depends on your app’s size, your team’s familiarity, and your performance budget. Browse the full AI/ML collection to compare them side by side.

Frequently asked questions

Is io_flip free to use?

Yes. io_flip is open source and free to use in your Flutter projects. You can view the source, report issues, and contribute on GitHub.

Does io_flip work on both iOS and Android?

io_flip is built for Flutter, so it targets iOS and Android from a single codebase, and typically web and desktop too depending on the project’s platform support.

As of 2026, io_flip has around 691 stars and 122 forks on GitHub, which puts it among the more widely used options in the AI/ML space.

What are good alternatives to io_flip?

Popular alternatives in the AI/ML category include appflowy, appwrite, some-many-books. The best choice depends on your app’s size, team, and performance needs.

How do I install io_flip?

Add io_flip to the dependencies section of your pubspec.yaml and run flutter pub get. Full versions and API docs are on pub.dev.

Resources & links

Part of FlutterCook — 500 hands-on guides to the best open-source Flutter libraries, UI kits, and apps. Explore the live GitHub trends or browse YouTube guides.