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Choosing a model: Which device and which model to transcribe with?

Author: Mert S. Kaplan · Last updated: November 8, 2026

When you transcribe with LiveType, choosing a model comes down to two questions: which device will turn the speech into text, and which model will run on it? Most people need to change nothing, because the app preselects a model that suits your device. Still, for a live stream, a confidential conversation or a weak computer, the right choice makes the text noticeably better. This page explains the options under Where to transcribe? in the transcript page’s Settings.

The short answer for your situation

Your situation Choose
A computer with a graphics card, a live stream or the highest accuracy This device + M4 or M3
No graphics card, but a second, strong computer Transcriber device + M4 or M3
No graphics card, and the audio must not leave your device This device + M2 or M1
A phone, privacy not a concern Cloud transcription
A phone, and the audio must not leave it This device + M1 (M2 with enough memory)
A finished long recording, the shortest wait Cloud transcription

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Try a model on your deviceGo to the app

The three options

This device: Transcription happens on your own device with the model you choose, and the audio goes nowhere. The model downloads once in the background and goes into memory when you press Prepare the model. You change the choice in Settings on the transcript page.

Transcriber device: You make a strong computer of yours, or a teammate’s, a transcriber. Sign in there with the same account and press Make this device a transcriber under My account → Transcriber device. Your phone or weak computer sends it the audio peer to peer, and the audio does not pass through the server. A teammate’s device needs the transcript to be shared with the team.

Cloud transcription: The audio goes to the service you choose and is transcribed there by a large model. No model downloads to your device and no graphics card is needed. Accuracy is at about the level of M3 or a little below. Live, the audio goes in pieces of at most 30 seconds, so the text comes later. On finished files it is the fastest route, for files of up to 2 hours. Getting a free key is covered in free Groq API key.

What separates M1, M2, M3 and M4

Model Size Download Turkish accuracy* Needs
M1 74 million parameters 165 MB about 62% Runs on most devices
M2 244 million parameters 410 MB about 81% 4 GB of memory or more
M3 809 million parameters 760 MB about 90% A graphics card (WebGPU), 8 GB of memory or more
M4 809 million parameters 1.6 GB about 91% What M3 needs, plus highest-accuracy support

* The rough share of words written correctly on Turkish FLEURS clips. Noise and overlapping speech lower it in real use. The method, and English results, are in our Whisper test.

On a phone, only M1 is available below 6 GB of memory, and M1 and M2 above it. Models that do not run on this device are marked in the list. The Status page in the top menu shows whether your device meets these needs, and browsers and devices has the details.

What LiveType picks for you

If you touch nothing, a computer with a graphics card gets M3, one without it but with 8 or more processor threads gets M2, and other devices get M1. Phones default to M1. You can change your preference with the Speed ↔ Accuracy setting on the My account page.

When the text falls behind, or the device could do more

During transcription LiveType measures the real speed. If the text falls more than 10 seconds behind the live audio, it suggests a smaller model. If your device can keep up with more, it suggests a larger one. The change applies from the next start, and the decision is yours.

When a file runs in the background, delay does not matter: on a slow device a large model takes longer but gives accurate text. Being able to edit while it transcribes also softens a small model’s mistakes: you fix each one as you see it instead of leaving them all for the end.

If the graphics card is not used at all, try the WebGPU steps in transcription troubleshooting. If the device simply cannot keep up, move to cloud transcription or a remote device.

Things to keep in mind

  • The first download can be hundreds of megabytes or more, so prefer Wi-Fi.
  • The model stays in your browser’s storage. Clear your browser data and it downloads again.
  • A private window cannot keep the model.
  • If keeping the audio private comes first, read private transcription before using the cloud option.

With 30 minutes on the free plan, you can compare models on your own recording. Plans are on the pricing page.

Mert S. Kaplan

Mert S. Kaplan

Works in news, software and design; founder of LiveType. Worked as a reporter for many years. Has done SEO consulting, content editing and reporting for several online news sites, and has developed many pieces of software. Currently works in the press office of the Turkish Medical Association and provides SEO support to Elips Haber.

Related pages

Try it on your own recording

No card needed. 30 minutes of transcription on the free plan.

Try a model on your deviceGo to the app