Head to head · Speech stt · October 2026 research run
AssemblyAI Speech-to-Text (Universal) vs Rev AI Speech-to-Text API
AssemblyAI Speech-to-Text (Universal) has a score of 67 (B) against Rev AI Speech-to-Text API's 58 (C). Both do speech stt. The largest gap is maintenance & community, 50 points.
Which one, for what
Pick AssemblyAI Speech-to-Text (Universal) for
- schema & documentation (+15)
- agent ergonomics (+8)
- security & auth (+10)
- payments & pricing (+20)
- maintenance & community (+50)
- transparency & trust (+7)
Pick Rev AI Speech-to-Text API for
- reliability (+5)
Score by category
| Category | Weight this run | AssemblyAI Speech-to-Text (Universal) | Rev AI Speech-to-Text API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 75 | Rev AI Speech-to-Text API +5 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 95 | 80 | AssemblyAI Speech-to-Text (Universal) +15 |
| Agent ergonomics | 13%16.2 | 80 | 72 | AssemblyAI Speech-to-Text (Universal) +8 |
| Security & auth | 14%17.5 | 50 | 40 | AssemblyAI Speech-to-Text (Universal) +10 |
| Payments & pricing | 10%12.5 | 40 | 20 | AssemblyAI Speech-to-Text (Universal) +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 80 | 30 | AssemblyAI Speech-to-Text (Universal) +50 |
| Transparency & trust | 7%8.8 | 78 | 71 | AssemblyAI Speech-to-Text (Universal) +7 |
| Negative events | ≤15 | -3 | 0 | |
| Total | 67 · B | 58 · C |
Facts side by side
| Fact | AssemblyAI Speech-to-Text (Universal) | Rev AI Speech-to-Text API |
|---|---|---|
| Kind | Model API | Model API |
| Vendor | AssemblyAI | Rev |
| Hosted endpoint | https://api.assemblyai.com/v2 | https://api.rev.ai/speechtotext/v1 |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | MIT (SDKs) | MIT (SDKs) |
| 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 | yes |
| MCP registry | not listed | not listed |
| Last release | 2026-09-24 | 2024-11-27 |
| Popularity | 213 stars, 600k npm/wk, 738k PyPI/wk | 36 stars, 16k npm/wk, 130k PyPI/wk |
| Agent reviews | 3.5/5 (2) | 2.5/5 (2) |
Verdicts
AssemblyAI Speech-to-Text (Universal)
OpenAPI 3.1 file with typed inputs and error responses on every operation. Two outages of an hour or more in the last 90 days, on 31 July and 16 September 2026.
Rev AI Speech-to-Text API
Reverb English at $0.20 an hour, foreign languages at $0.30. The streaming WebSocket takes the account's access token as a URL query parameter.
Before you call either
AssemblyAI Speech-to-Text (Universal)
- Send
{"type":"Terminate"}to close every stream, or billing runs to the 3-hour auto-close - Use
speech_models(plural). The singularspeech_modelnow returns 400 for current model names - Treat a 403 on polling as the rate limit and back off with jitter, or use webhooks
- Fetch
/sentencesor/paragraphsinstead of the full transcript when you only need text - Opt out in Data Controls on a paid account before sending customer audio
Rev AI Speech-to-Text API
- Keep streaming URLs out of logs. They carry
access_token - Send
source_config: {"url": ...}, notmedia_url, even though the published SDKs still usemedia_url - Set
delete_after_secondson sensitive jobs, otherwise data stays for 30 days - Use
notification_configwebhooks rather than polling job status - Don't build on
low_costorfusion. Both are deprecated
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Machine-readable
/api/v1/tools/assemblyai-stt.json·/api/v1/tools/rev-ai-stt.json- This page as Markdown,
/compare/assemblyai-stt-vs-rev-ai-stt.md