GPT-4o Mini Transcribe vs GPT-4o Transcribe
OpenAI's GPT-4o Mini Transcribe and OpenAI's GPT-4o Transcribe both target speech generation, but they price and behave differently. Here is the side-by-side.
Pricing checked against provider documentation on . How we verify
The short answer
GPT-4o Mini Transcribe is the cheaper option — roughly 2.0x less on a blended workload, and it suits low-cost transcription inside the openai stack. GPT-4o Transcribe justifies its premium when you need higher-accuracy managed transcription.
OpenAI • GPT-4o Transcribe
$0.00 / $
/ audio min (input / output)
Half the price of the full transcription model and the cheapest managed option OpenAI offers. Accuracy holds up well on clean audio; test it specifically on noisy recordings, strong accents, and technical vocabulary before committing, since that is where the gap to the larger model shows.
OpenAI • GPT-4o Transcribe
$0.01 / $
/ audio min (input / output)
OpenAI's current transcription model and the practical replacement for the older Whisper endpoint, which remains available at the same price but is no longer the recommended path. Priced at twice the mini variant, which is worth it on difficult audio and wasted on clean recordings.
Input price
GPT-4o Transcribe is 2.0x the price than GPT-4o Mini Transcribe on input tokens.
Specification comparison
| Attribute | GPT-4o Mini Transcribe | GPT-4o Transcribe |
|---|---|---|
| Input (/ audio min) | $0.00 | $0.01 |
| Output (/ audio min) | — | — |
| Cached input | — | — |
| Context window | — | — |
| Max output | — | — |
| Native reasoning | No | No |
| Knowledge cutoff | — | — |
| Relative latency | low | medium |
| Open weights | No | No |
| API model ID | gpt-4o-mini-transcribe | gpt-4o-transcribe |
| Status | stable | stable |
GPT-4o Mini Transcribe: The OpenAI transcription endpoint caps uploads at 25 MB, which a single long recording will exceed.
GPT-4o Transcribe: Legacy whisper-1 costs the same. Live transcript streaming through the realtime endpoint is far pricier at roughly $0.017/min. Uploads are capped at 25 MB.
Choose GPT-4o Mini Transcribe if…
- Clean batch audio at volume
- Voice note transcription
- Draft transcripts for human review
- Prototyping before choosing a provider
Choose GPT-4o Transcribe if…
- Noisy or accented audio
- Technical and domain vocabulary
- Transcripts used without human review
- Existing OpenAI-based pipelines
Frequently asked
Is GPT-4o Mini Transcribe or GPT-4o Transcribe cheaper?
GPT-4o Mini Transcribe is cheaper. On a blended 3:1 input-to-output workload it costs about 2.0x less than GPT-4o Transcribe.
Which has the larger context window, GPT-4o Mini Transcribe or GPT-4o Transcribe?
Both accept up to — tokens, so context is not a differentiator here.
Should I use GPT-4o Mini Transcribe or GPT-4o Transcribe?
Pick GPT-4o Mini Transcribe for low-cost transcription inside the openai stack. Pick GPT-4o Transcribe for higher-accuracy managed transcription. If cost dominates the decision, GPT-4o Mini Transcribe wins; if you need the capability ceiling, benchmark both on your own evals before committing.