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OpenAIDeepgramAudio matchupSpeech to text

GPT-Transcribevs.Nova-3

Which model is better?

GPT-Transcribe is slightly ahead in independent tests, but the lead is not certain.

Independent tests
GPT-Transcribe0 of 1
Nova-30 of 1
Artificial Analysis
Popularity
GPT-Transcribe32
Nova-3ahead51
out of 100
Weights and access
GPT-Transcribeproprietary
Nova-3proprietary
Price
GPT-Transcribe$0.0045 per audio minute
Nova-3n/a
verbatim from the provider

Pick GPT-Transcribe for

leaning Artificial Analysis

Pick Nova-3 for

more popular

Shared tests

Independent evaluators and leaderboards only, the newest shared snapshot per evaluator. With 95 % ranges a lead counts when they do not overlap; for hit rates, when it holds in a 95 % test. Without any uncertainty figure at most “slightly ahead”.

Artificial Analysis

GPT-Transcribe slightly ahead

Artificial Analysis AA-WER (non-streaming)

GPT-Transcribe3.3 %
Nova-35.2 %

lower is better, as of October 15, 2026

Source · latest October 15, 2026

All data side by side

Prices are verbatim from the provider, because audio models bill per minute, character or token.

GPT-TranscribeNova-3
TaskSpeech to textSpeech to text
DeveloperOpenAIDeepgram
StatusActiveActive
ReleasedJuly 28, 2026n/a
Weightsproprietaryproprietary
Runs locallynono
Price$0.0045 per audio minuten/a
Popularity (out of 100)3251