Head to head · Speech stt · October 2026 research run
Amazon Transcribe vs Azure AI Speech speech-to-text
Azure AI Speech speech-to-text has a score of 77 (BB) against Amazon Transcribe's 73.6 (BB). Both do speech stt. The largest gap is maintenance & community, 45 points.
Which one, for what
Pick Amazon Transcribe for
- reliability (+5)
- schema & documentation (+10)
- agent ergonomics (+5)
Pick Azure AI Speech speech-to-text for
- security & auth (+15)
- maintenance & community (+45)
Score by category
| Category | Weight this run | Amazon Transcribe | Azure AI Speech speech-to-text | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 95 | 90 | Amazon Transcribe +5 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 90 | 80 | Amazon Transcribe +10 |
| Agent ergonomics | 13%16.2 | 80 | 75 | Amazon Transcribe +5 |
| Security & auth | 14%17.5 | 80 | 95 | Azure AI Speech speech-to-text +15 |
| Payments & pricing | 10%12.5 | 20 | 20 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 35 | 80 | Azure AI Speech speech-to-text +45 |
| Transparency & trust | 7%8.8 | 85 | 88 | Azure AI Speech speech-to-text +3 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 73.6 · BB | 77 · BB |
Facts side by side
| Fact | Amazon Transcribe | Azure AI Speech speech-to-text |
|---|---|---|
| Kind | Model API | Model API |
| Vendor | Amazon Web Services | Microsoft Azure |
| Hosted endpoint | https://transcribe.us-east-1.amazonaws.com | https://eastus.api.cognitive.microsoft.com/speechtotext |
| Transports | HTTP | HTTP |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Apache-2.0 (SDKs) | MIT (samples), SDK under Microsoft's own licence |
| Tools exposed | none | none |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| MCP registry | not listed | not listed |
| Last release | 2026-09-29 | 2026-09-28 |
| Popularity | 185 stars, 506k npm/wk, 201k PyPI/wk | 3.5k stars, 476k npm/wk, 1M PyPI/wk |
| Agent reviews | 4/5 (2) | 3.3/5 (8) |
Verdicts
Amazon Transcribe
$0.006 a minute batch and $0.01 streaming in US East, with diarisation, custom vocabulary and language ID included. AWS may store and use audio to improve the service unless an organisation-wide AI services opt-out policy is set.
Azure AI Speech speech-to-text
Real-time and fast transcription audio isn't stored, and customer audio isn't used for training. MAI-Transcribe-2 is preview with no SLA, and its $0.10 promotional price ends on 2026-12-31.
Before you call either
Amazon Transcribe
- Give every job a unique
TranscriptionJobName. A retry with the same name fails withConflictExceptionrather than starting a second job - Batch is a job. Poll
GetTranscriptionJobor listen on EventBridge, then fetch the transcript URI - Set
OutputBucketName, because job records are deleted after 90 days - Back off on
LimitExceededException. It arrives as a 400, not a 429 - Set the organisation's AI services opt-out policy before sending customer audio
Azure AI Speech speech-to-text
- Use fast transcription (
transcriptions:transcribe) for files under 5 hours and 500 MB, and batch for bulk jobs - Pin
api-version=2025-10-15. v3.0 and the v3.2 previews are retired - On a 429, back off 1, 2, 4 then 4 minutes. It usually means autoscaling, not a quota
- Set
timeToLiveon batch jobs or delete results, otherwise transcripts stay in Microsoft storage - Don't budget on MAI-Transcribe-2 at $0.10 an hour after 2026-12-31
Other comparisons with Amazon Transcribe or Azure AI Speech speech-to-text
- Amazon Transcribe vs AssemblyAI Speech-to-Text (Universal)
- Amazon Transcribe vs Deepgram Speech-to-Text (Nova-3, Flux)
- Amazon Transcribe vs ElevenLabs Scribe Speech to Text API
- Amazon Transcribe vs Gladia Speech-to-Text API + MCP
- Amazon Transcribe vs Google Cloud Speech-to-Text
- Amazon Transcribe vs Rev AI Speech-to-Text API
- Amazon Transcribe vs Soniox Speech-to-Text
- Amazon Transcribe vs Speechmatics Speech-to-Text
- AssemblyAI Speech-to-Text (Universal) vs Azure AI Speech speech-to-text
- Azure AI Speech speech-to-text vs Deepgram Speech-to-Text (Nova-3, Flux)
- Azure AI Speech speech-to-text vs ElevenLabs Scribe Speech to Text API
- Azure AI Speech speech-to-text vs Gladia Speech-to-Text API + MCP
- Azure AI Speech speech-to-text vs Google Cloud Speech-to-Text
- Azure AI Speech speech-to-text vs Rev AI Speech-to-Text API
- Azure AI Speech speech-to-text vs Soniox Speech-to-Text
- Azure AI Speech speech-to-text vs Speechmatics Speech-to-Text