2 models compared on the same benchmark — accuracy, latency, price, language coverage and capabilities. Amazon Transcribe Medical leads on raw accuracy; Amazon Transcribe Medical is fastest; Whisper Large V3 Turbo covers the most languages; Whisper Large V3 Turbo is cheapest.
Verdict · who wins what
Most accurate
Amazon Transcribe Medical
15.9% WER
Amazon Web Services
Fastest
Amazon Transcribe Medical
0.4× realtime
Amazon Web Services
Most languages
Whisper Large V3 Turbo
12 languages
Groq
Cheapest
Whisper Large V3 Turbo
$0.0007/min
Comparing
2 models · same benchmark
1
Amazon Transcribe Medical
Amazon Web Services
Medical transcription with HIPAA eligibility
2
Whisper Large V3 Turbo
Groq
OpenAI Whisper large-v3-turbo served on Groq's LPU hardware — very fast, very low cost batch transcription with word-level timestamps and automatic language detection.
30-day benchmark average
overall WER vs price
Amazon Transcribe Medical
Whisper Large V3 Turbo
field · 29 models
lower-left is better
WER · lower is better
WER · English
p50 → p99
Streaming benchmark averages
Rolling 30 days
billed per second
Feature support
Languages · formats · regions
general
legal
medical
noisy
technical
uk
us
Latency p99
11.4s
2.6s
$3.96
1,000 hours
$4,500.00
$39.60
No
Auto-detect language
No
Yes
Live / streaming
No
No
Custom vocabulary
No
No
Compliance
—
Groq
Is Amazon Transcribe Medical or Whisper Large V3 Turbo more accurate?
Amazon Transcribe Medical is more accurate, with a 15.9% word error rate versus 18.4% for Whisper Large V3 Turbo, on our standardized benchmark.
Which is cheaper, Amazon Transcribe Medical or Whisper Large V3 Turbo?
Whisper Large V3 Turbo is cheaper at $0.0007/min versus $0.0750/min for Amazon Transcribe Medical.
Should you choose Amazon Transcribe Medical or Whisper Large V3 Turbo?
Choose Amazon Transcribe Medical for accuracy and speed; choose Whisper Large V3 Turbo for lower cost and language coverage.
