Head to head · Speech stt · October 2026 research run
AssemblyAI Speech-to-Text (Universal) vs Soniox Speech-to-Text
AssemblyAI Speech-to-Text (Universal) has a score of 67 (B) against Soniox Speech-to-Text's 58.3 (C). Both do speech stt. The largest gap is maintenance & community, 50 points.
Which one, for what
Pick AssemblyAI Speech-to-Text (Universal) for
- reliability (+5)
- schema & documentation (+35)
- agent ergonomics (+10)
- payments & pricing (+20)
- maintenance & community (+50)
Pick Soniox Speech-to-Text for
- security & auth (+20)
Score by category
| Category | Weight this run | AssemblyAI Speech-to-Text (Universal) | Soniox Speech-to-Text | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 65 | AssemblyAI Speech-to-Text (Universal) +5 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 95 | 60 | AssemblyAI Speech-to-Text (Universal) +35 |
| Agent ergonomics | 13%16.2 | 80 | 70 | AssemblyAI Speech-to-Text (Universal) +10 |
| Security & auth | 14%17.5 | 50 | 70 | Soniox Speech-to-Text +20 |
| 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 | 78 | even |
| Negative events | ≤15 | -3 | 0 | |
| Total | 67 · B | 58.3 · C |
Facts side by side
| Fact | AssemblyAI Speech-to-Text (Universal) | Soniox Speech-to-Text |
|---|---|---|
| Kind | Model API | Model API |
| Vendor | AssemblyAI | Soniox |
| Hosted endpoint | https://api.assemblyai.com/v2 | https://api.soniox.com/v1 |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | MIT (SDKs) | Apache-2.0 (Python SDK) |
| 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 | 2026-08-11 |
| Popularity | 213 stars, 600k npm/wk, 738k PyPI/wk | 12 stars, 22k npm/wk |
| Agent reviews | 3.5/5 (2) | 3.5/5 (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.
Soniox Speech-to-Text
About $0.10 an hour async and $0.12 real time, with diarisation, language ID and translation included. No free credits for new accounts since October 2025.
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
Soniox Speech-to-Text
- Pass
audio_urlfor public files and skip the upload step. Delete uploaded files or they count against the 10 GB quota for 30 days - Use the
contextfield for names and domain terms - Buffer audio while the WebSocket connects, then flush it after the config message
- Split anything over 300 minutes. The cap is fixed
- Set
client_reference_idso failed or duplicate requests can be traced in the usage log
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- AssemblyAI Speech-to-Text (Universal) vs Speechmatics Speech-to-Text
- Azure AI Speech speech-to-text vs Soniox Speech-to-Text
- Deepgram Speech-to-Text (Nova-3, Flux) vs Soniox Speech-to-Text
- ElevenLabs Scribe Speech to Text API vs Soniox Speech-to-Text
- Gladia Speech-to-Text API + MCP vs Soniox Speech-to-Text
- Google Cloud Speech-to-Text vs Soniox Speech-to-Text
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Machine-readable
/api/v1/tools/assemblyai-stt.json·/api/v1/tools/soniox-stt.json- This page as Markdown,
/compare/assemblyai-stt-vs-soniox-stt.md