Head to head · Speech stt · October 2026 research run

AssemblyAI Speech-to-Text (Universal) vs ElevenLabs Scribe Speech to Text API

ElevenLabs Scribe Speech to Text API has a score of 69 (B) against AssemblyAI Speech-to-Text (Universal)'s 67 (B). Both do speech stt. The largest gap is transparency & trust, 7 points.

Which one, for what

Pick AssemblyAI Speech-to-Text (Universal) for

  • agent ergonomics (+5)
  • maintenance & community (+5)
  • transparency & trust (+7)

Pick ElevenLabs Scribe Speech to Text API for

  • security & auth (+5)

Score by category

CategoryWeight this runAssemblyAI Speech-to-Text (Universal)ElevenLabs Scribe Speech to Text APIEdge
Reliability16%207070even
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.29595even
Agent ergonomics13%16.28075AssemblyAI Speech-to-Text (Universal) +5
Security & auth14%17.55055ElevenLabs Scribe Speech to Text API +5
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88075AssemblyAI Speech-to-Text (Universal) +5
Transparency & trust7%8.87871AssemblyAI Speech-to-Text (Universal) +7
Negative events≤15-30
Total67 · B69 · B

Facts side by side

FactAssemblyAI Speech-to-Text (Universal)ElevenLabs Scribe Speech to Text API
KindModel APIModel API
VendorAssemblyAIElevenLabs
Hosted endpointhttps://api.assemblyai.com/v2https://api.elevenlabs.io/v1
TransportsHTTP, Streamable HTTPHTTP, stdio
AuthAPI keyAPI key
PricingPay per useFreemium
x402nono
LicenceMIT (SDKs)MIT (SDKs)
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 release2026-09-242026-09-28
Popularity213 stars, 600k npm/wk, 738k PyPI/wk3.1k stars, 1.1M npm/wk, 2.2M PyPI/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.

ElevenLabs Scribe Speech to Text API

$0.22 an hour for batch with 90+ languages and diarisation to 32 speakers. Audio may be used for training unless the account opts out, and the opt-out isn't retroactive.

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

ElevenLabs Scribe Speech to Text API

  1. Create a key restricted to speech-to-text with a credit quota and an expiry
  2. Use source_url for hosted files instead of downloading and re-uploading
  3. Set webhook=true for long files so the call doesn't block
  4. Back off exponentially on any of the three 429 codes
  5. Opt out under Data use before sending customer audio. It only covers later uploads

Other comparisons with AssemblyAI Speech-to-Text (Universal) or ElevenLabs Scribe Speech to Text API

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