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Amazon Transcribe vs GPT-4o Mini Transcribe

2 models compared on the same benchmark — accuracy, latency, price, language coverage and capabilities. Amazon Transcribe leads on raw accuracy; Amazon Transcribe is fastest; GPT-4o Mini Transcribe covers the most languages; GPT-4o Mini Transcribe is cheapest.

Open both in playground

Verdict · who wins what

Most accurate

Amazon Transcribe

13.0% WER

Amazon Web Services

Fastest

Amazon Transcribe

0.4× realtime

Amazon Web Services

Most languages

GPT-4o Mini Transcribe

98 languages

OpenAI

Cheapest

GPT-4o Mini Transcribe

$0.0030/min

OpenAI

Comparing

2 models · same benchmark

1

Batch

Amazon Transcribe

Amazon Web Services

$0.0060/min
#8 · 51.5

AWS foundation model-powered ASR — 100+ languages

Use This ModelDetails →

2

Batch

GPT-4o Mini Transcribe

OpenAI

$0.0030/min
#9 · 81.1

GPT-4o Mini optimized for fast transcription

Use This ModelDetails →

Overview

30-day benchmark average

Overall score

0–100

51.5

81.1

Accuracy rank

of 35

#8

#9

Word error rate

WER

13.0%

13.6%

Character error rate

CER

9.2%

9.3%

Match error rate

MER

12.1%

12.8%

Word info lost

WIL

16.7%

17.8%

Languages

77

98

Cost vs. accuracy

overall WER vs price

GPT-4o Mini Transcribe

Amazon Transcribe

field · 33 models

lower-left is better

Accuracy by category

WER · lower is better

code_switching

55.8%
18.6%

conversational

6.9%
12.4%

finance

6.3%
6.0%

general

6.6%
11.2%

legal

6.2%
4.9%

medical

3.7%
3.5%

noisy

41.7%
40.8%

technical

3.2%
4.0%

Accuracy by accent

WER · English

african

24.6%
29.2%

australian

6.2%
12.3%

indian

3.2%
20.6%

uk

0.0%
7.5%

us

1.9%
18.9%

Speed & latency

p50 → p99

Processing speed

× realtime

0.4×

0.1×

Latency p50

12.4s

2.0s

Latency p90

13.0s

2.4s

Latency p99

13.0s

2.4s

Realtime / streaming

Streaming benchmark averages

Realtime rank

—

—

Realtime score

0–100

—

—

Time to first word

—

—

Final drain

—

—

Real-time factor

—

—

Flicker

—

—

Cadence

—

—

Reliability

Rolling 30 days

Uptime

100.00%

100.00%

Error rate

0.00%

0.00%

Pricing

billed per second

Rate

per minute

$0.0060

$0.0030

Billing granularity

per 1s

per 1s

1 hour of audio

$0.36

$0.18

100 hours

$36.00

$18.00

1,000 hours

$360.00

$180.00

Capabilities

Feature support

Speaker diarization

Yes

No

Word-level timestamps

Yes

Yes

Code-switching

Yes

No

Auto-detect language

Yes

Yes

Live / streaming

No

No

Custom vocabulary

No

No

Coverage & deployment

Languages · formats · regions

Languages

77

98

Mode

Batch

Batch

Region

United States

United States

Audio formats

mp3
wav
flac
m4a
ogg
webm
amr
mp3
wav
flac
m4a
ogg
webm

Max file size

2 GB

25 MB

Max duration

8 h

No limit

Compliance

HIPAA
SOC2
GDPR
SOC2
GDPR

Frequently asked questions

Is Amazon Transcribe or GPT-4o Mini Transcribe more accurate?

Amazon Transcribe is more accurate, with a 13.0% word error rate versus 13.6% for GPT-4o Mini Transcribe, on our standardized benchmark.

Which is cheaper, Amazon Transcribe or GPT-4o Mini Transcribe?

GPT-4o Mini Transcribe is cheaper at $0.0030/min versus $0.0060/min for Amazon Transcribe.

Should you choose Amazon Transcribe or GPT-4o Mini Transcribe?

Choose Amazon Transcribe for accuracy and speed; choose GPT-4o Mini Transcribe for lower cost and language coverage.