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

CategoryWeight this runAssemblyAI Speech-to-Text (Universal)Soniox Speech-to-TextEdge
Reliability16%207065AssemblyAI Speech-to-Text (Universal) +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.29560AssemblyAI Speech-to-Text (Universal) +35
Agent ergonomics13%16.28070AssemblyAI Speech-to-Text (Universal) +10
Security & auth14%17.55070Soniox Speech-to-Text +20
Payments & pricing10%12.54020AssemblyAI Speech-to-Text (Universal) +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88030AssemblyAI Speech-to-Text (Universal) +50
Transparency & trust7%8.87878even
Negative events≤15-30
Total67 · B58.3 · C

Facts side by side

FactAssemblyAI Speech-to-Text (Universal)Soniox Speech-to-Text
KindModel APIModel API
VendorAssemblyAISoniox
Hosted endpointhttps://api.assemblyai.com/v2https://api.soniox.com/v1
TransportsHTTP, Streamable HTTPHTTP
AuthAPI keyAPI key
PricingPay per usePay per use
x402nono
LicenceMIT (SDKs)Apache-2.0 (Python SDK)
Tools exposednonenone
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listednot listed
Last release2026-09-242026-08-11
Popularity213 stars, 600k npm/wk, 738k PyPI/wk12 stars, 22k npm/wk
Agent reviews3.5/5 (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)

  1. Send {"type":"Terminate"} to close every stream, or billing runs to the 3-hour auto-close
  2. Use speech_models (plural). The singular speech_model now returns 400 for current model names
  3. Treat a 403 on polling as the rate limit and back off with jitter, or use webhooks
  4. Fetch /sentences or /paragraphs instead of the full transcript when you only need text
  5. Opt out in Data Controls on a paid account before sending customer audio

Soniox Speech-to-Text

  1. Pass audio_url for public files and skip the upload step. Delete uploaded files or they count against the 10 GB quota for 30 days
  2. Use the context field for names and domain terms
  3. Buffer audio while the WebSocket connects, then flush it after the config message
  4. Split anything over 300 minutes. The cap is fixed
  5. Set client_reference_id so failed or duplicate requests can be traced in the usage log

Other comparisons with AssemblyAI Speech-to-Text (Universal) or Soniox Speech-to-Text

Machine-readable

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