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GPT-4o Transcribe Diarize vs Soniox STT (Async)

2 models compared on the same benchmark — accuracy, latency, price, language coverage and capabilities. Soniox STT (Async) leads on raw accuracy; GPT-4o Transcribe Diarize is fastest; Soniox STT (Async) covers the most languages; Soniox STT (Async) is cheapest.

Open both in playground

Verdict · who wins what

Most accurate

Soniox STT (Async)

8.7% WER

Soniox

Fastest

GPT-4o Transcribe Diarize

0.2× realtime

OpenAI

Most languages

Soniox STT (Async)

25 languages

Soniox

Cheapest

Soniox STT (Async)

$0.0017/min

Soniox

Comparing

2 models · same benchmark

1

Batch

GPT-4o Transcribe Diarize

OpenAI

$0.0060/min
#12 · 50.7

GPT-4o transcription with built-in speaker diarization

Use This ModelDetails →

2

Batch

Soniox STT (Async)

Soniox

$0.0017/min
#1 · 73.7

Soniox async batch transcription — one multilingual model across 60+ languages with speaker diarization, per-word timestamps, and automatic language identification, at a low flat token-based rate.

Use This ModelDetails →

Overview

30-day benchmark average

Overall score

0–100

50.7

73.7

Accuracy rank

of 35

#12

#1

Word error rate

WER

14.6%

8.7%

Character error rate

CER

10.0%

6.2%

Match error rate

MER

13.5%

8.4%

Word info lost

WIL

19.9%

13.3%

Languages

12

25

Cost vs. accuracy

overall WER vs price

GPT-4o Transcribe Diarize

Soniox STT (Async)

field · 33 models

lower-left is better

Accuracy by category

WER · lower is better

code_switching

25.5%
16.0%

conversational

12.2%
12.6%

finance

6.3%

Accuracy by accent

WER · English

african

27.7%
12.3%

australian

29.2%
12.3%

indian

36.5%
19.1%

Speed & latency

p50 → p99

Processing speed

× realtime

0.2×

0.1×

Latency p50

17.2s

6.2s

Latency p90

18.1s

6.2s

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

$0.0017

Billing granularity

per 1s

per 1s

1 hour of audio

$0.36

$0.10

100 hours

$36.00

Capabilities

Feature support

Speaker diarization

Yes

Yes

Word-level timestamps

No

Yes

Code-switching

No

Coverage & deployment

Languages · formats · regions

Languages

12

25

Mode

Batch

Batch

Region

United States

United States

Audio formats

6.3%

general

14.5%
6.6%

legal

2.3%
3.5%

medical

1.9%
1.6%

noisy

32.5%
21.9%

technical

4.6%
4.9%

uk

13.4%
7.5%

us

18.9%
11.3%

Latency p99

18.1s

6.2s

$10.08

1,000 hours

$360.00

$100.80

No

Auto-detect language

Yes

Yes

Live / streaming

No

No

Custom vocabulary

No

No

mp3
wav
flac
m4a
ogg
webm
mp3
wav
flac
m4a
ogg
webm
aac

Max file size

25 MB

No limit

Max duration

No limit

5 h

Compliance

SOC2
GDPR

—

Frequently asked questions

Is GPT-4o Transcribe Diarize or Soniox STT (Async) more accurate?

Soniox STT (Async) is more accurate, with a 8.7% word error rate versus 14.6% for GPT-4o Transcribe Diarize, on our standardized benchmark.

Which is cheaper, GPT-4o Transcribe Diarize or Soniox STT (Async)?

Soniox STT (Async) is cheaper at $0.0017/min versus $0.0060/min for GPT-4o Transcribe Diarize.

Should you choose GPT-4o Transcribe Diarize or Soniox STT (Async)?

Choose GPT-4o Transcribe Diarize for speed; choose Soniox STT (Async) for accuracy, lower cost, and language coverage.