Build real-time AI experiences with on-device inference
Real-time audio, on device
Speech-to-text and text-to-speech without round trips to the cloud
AI keeps working with no network connection
Consistent latency
Stable response times, even under load
Run your models natively on Apple devices
Mirai vs Apple MLX vs Llama.cpp
Apple M1 Max
32gb
llamba-1B
Token generation speed
Prefill speed
Time to first token
Memory usage
Token generation speed
Measured in tokens per second (higher is better)
Built for developers
Easily integrate modern AI pipelines into your app
Free 10K Devices
Try Mirai SDK for free
Drop-in SDK for local + cloud inference.
Model conversion + quantization handled.
Local-first workflows for text, audio, vision.
One developer can get it all running in minutes.
We’ve partnered with Baseten to give you full control over where inference runs. Without changing your code
Deploy and run models of any architecture directly on user devices
Choose which developers can access models.