New: Orater now supports OpenAI Whisper (all models, including Whisper large v3)  Read more →
Guides

OpenAI Whisper Large v3 on Mac: All Whisper Models in One App

We integrated the open-source OpenAI Whisper models into Orater for macOS so you can choose Whisper large v3 (or a smaller model) depending on speed, privacy, and quality needs.

Updated Feb 4, 2026OpenAI WhispermacOSVoice to text
Studio microphone and headphones ready for voice dictation.
TL;DR
  • Orater is a macOS app with the open-source OpenAI Whisper models built in.
  • Whisper large v3 is available when you want the cleanest output.
  • You can switch between major Whisper model sizes to trade speed vs quality.
  • Use offline dictation when you want transcription to stay on-device.

We integrated OpenAI Whisper in our macOS app, Orater, because Whisper’s speech-to-text quality makes voice dictation finally feel like writing. This post explains how Whisper large v3 works inside Orater, why model choice matters, and how to pick the best Whisper model for your workflow.

OpenAI Whisper on macOS: fast, private dictation

Orater is a voice-to-text app for Mac that supports the open-source Whisper models out of the box. You can run Whisper offline on macOS when you want your transcription to stay local, and you can switch models depending on whether you prioritize accuracy or speed.

Note: performance varies by hardware. Smaller models typically feel closer to real-time, while large v3 can be heavier depending on your Mac and what else is running.

Why Whisper large v3 is the go-to for clean writing

Whisper large v3 is the largest model size in the Whisper lineup. Larger models generally capture more nuance, which often means fewer cleanup edits and fewer “did I really say that?” moments.

If you want the most polished output for emails, docs, or long-form writing, Whisper large v3 is typically the best pick.

All Whisper models available in Orater

Orater includes the full Whisper size lineup so you can match the model to the moment. The best choice depends on how fast you want the output and how much device load you can tolerate.

Whisper model guide
  • Whisper large v3Maximum accuracy and clean writing • Latency: Higher • Device load: High
  • Whisper mediumBalanced speed + quality • Latency: Medium • Device load: Medium
  • Whisper smallEveryday dictation with lower load • Latency: Low • Device load: Low
  • Whisper base + tinyFast drafts, quick notes, low-power setups • Latency: Lowest • Device load: Lowest

How to choose the right Whisper model

  1. Pick Whisper large v3 when you want the cleanest writing.
  2. Use medium or small when you need faster turnaround.
  3. Use base or tiny for quick notes or lighter setups.

As with any speech-to-text system, it’s worth doing a quick review before you hit send — especially for names, numbers, and anything high-stakes.

macOS dictation workflow with Orater

Orater works across apps on Mac. Click where you normally type, speak naturally, and Orater converts your speech into clean writing with Whisper. You can then refine tone, formatting, and clarity in one pass.

  1. Open any app where you want to type.
  2. Start Orater and select the Whisper model size.
  3. Speak your thoughts naturally.
  4. Send polished text immediately.

If you are looking for OpenAI Whisper, Whisper large v3, Whisper models, macOS dictation, offline speech to text, or a voice to text app for Mac, Orater is built for that exact workflow.

Try Whisper on Mac with Orater

If you want the best balance of speed, privacy, and clean output on macOS, start with Whisper large v3 and adjust models as needed.

Orater.ai logoGet 21 days free trial (no signup, no credit card)