Platform

Platform

Models Library

Models Library

MacOS App

MacOS App

Pricing

Pricing

Docs

Docs

Company

Company

Hybrid intelligence, local by default

The future of
on device AI

Build fast, private, and predictable AI that runs where your users are. On-device first, cloud when needed

Trusted + backed by leading AI funds and individuals

Trusted + backed by leading AI funds and individuals

Trusted + backed by leading AI funds and individuals

Trusted + backed by leading AI funds and individuals

See how hybrid AI works

Example #1

Selected

Local documents summarizer 📄

Example #2

Chat recap assistant 💬

Example #3

Local files organizer 📁

Example #4

Brainstorm assistant 💡

Cloud AI wasn’t built for real products. Hybrid AI is

Hybrid inference works when you need real speed, privacy, and control.

Cloud inference:

Unpredictable costs

Vendor dependency

Limited control

Hybrid inference:

Predictable costs and performance

No vendor lock-in, no external servers

Full control

3× faster inference, 50% lower cost, and 0% data exposure

Add Hybrid AI to your product in minutes

The easiest way to add on-device + cloud inference

One SDK. One API. Automatic routing

Zero latency, full data privacy, and no inference costs.

You don’t need an ML team or weeks of setup. One developer can get it all running in minutes

Fastest inference engine for iOS and MacOS under the hood

Metric

16 Pro Max (A18 Pro)

M1 Ultra

M2

M4 Max

Metric

16 Pro Max (A18 Pro)

M1 Ultra

M2

M4 Max

Time to first token, s

0.303

0.066

0.188

0.041

Time to first token, s

0.303

0.066

0.188

0.041

Tokens per sec, t/s

20.598

197.093

35.572

172.276

Tokens per sec, t/s

20.598

197.093

35.572

172.276

* Llama-3.2-1B-Instruct, float16 precision, 37 input tokens

  • Gemma

  • Polaris

  • HuggingFace

  • DeepSeek

  • Llama

  • Qwen

All SOTA small models on the market supported

See the full list

Try Hybrid AI on Mac

A faster alternative to

Ollama

LM Studio

Built natively for macOS and Apple Silicon

Complete privacy & security

No upfront costs. First 10K devices for free

Private. Always-available. Affordable

Teams

Operate Smarter

Cut inference costs by half. Keep control of your data and your margins. Cloud costs grow faster than your user base. Mirai lets you scale without the trade-offs.

50–70% lower inference cost

100% private, no data leaks

Predictable performance and pricing

Works offline and scales hybrid

Developers

Build in Minutes

Run your first model locally with one command in under a minute. Test, optimize, and deploy — all through the Mirai SDK.

One SDK for local + cloud

<150 ms latency on-device

Llama, Gemma, Mistral and other SOTA models

Compatible with macOS and iOS. Android soon.

Pefrect for teams

Perfect for developers

Building notes, chat, or planning tools with private data.

Adding local summarization, journaling, or team copilots.

Designing workflow automation or developer tools.

Integrating AI directly into files, folders, or codebases.

Creating intelligent health, finance, or performance apps.

Building system agents or background optimization tools.

  • Journaling and reflection apps

  • Private summarizers for PDFs or chat histories

  • Secure internal copilots for company data

  • Auto-organize, classify and tag local files

  • Summarize or rewrite documentation instantly

  • Detect code issues offline and sync insights through the cloud

  • Analyze app performance while keeping data on-device

  • Generate personalized recommendations from safe local data

  • Run system diagnostics and health reports locally

Pefrect for teams

Perfect for developers

Building notes, chat, or planning tools with private data.

Adding local summarization, journaling, or team copilots.

Designing workflow automation or developer tools.

Integrating AI directly into files, folders, or codebases.

Creating intelligent health, finance, or performance apps.

Building system agents or background optimization tools.

  • Journaling and reflection apps

  • Private summarizers for PDFs or chat histories

  • Secure internal copilots for company data

  • Auto-organize, classify and tag local files

  • Summarize or rewrite documentation instantly

  • Detect code issues offline and sync insights through the cloud

  • Analyze app performance while keeping data on-device

  • Generate personalized recommendations from safe local data

  • Run system diagnostics and health reports locally

Pefrect for teams

Perfect for developers

Building notes, chat, or planning tools with private data.

Adding local summarization, journaling, or team copilots.

Designing workflow automation or developer tools.

Integrating AI directly into files, folders, or codebases.

Creating intelligent health, finance, or performance apps.

Building system agents or background optimization tools.

  • Journaling and reflection apps

  • Private summarizers for PDFs or chat histories

  • Secure internal copilots for company data

  • Auto-organize, classify and tag local files

  • Summarize or rewrite documentation instantly

  • Detect code issues offline and sync insights through the cloud

  • Analyze app performance while keeping data on-device

  • Generate personalized recommendations from safe local data

  • Run system diagnostics and health reports locally

Pefrect for teams

Perfect for developers

Building notes, chat, or planning tools with private data.

Adding local summarization, journaling, or team copilots.

Designing workflow automation or developer tools.

Integrating AI directly into files, folders, or codebases.

Creating intelligent health, finance, or performance apps.

Building system agents or background optimization tools.

  • Journaling and reflection apps

  • Private summarizers for PDFs or chat histories

  • Secure internal copilots for company data

  • Auto-organize, classify and tag local files

  • Summarize or rewrite documentation instantly

  • Detect code issues offline and sync insights through the cloud

  • Analyze app performance while keeping data on-device

  • Generate personalized recommendations from safe local data

  • Run system diagnostics and health reports locally

Build AI that’s ready for real products

Deploy high-performance AI directly in your app. With zero latency, full data privacy, and no inference costs