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

CategoryWeight this runAssemblyAI Speech-to-Text (Universal)Rev AI Speech-to-Text APIEdge
Reliability16%207075Rev AI Speech-to-Text API +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.29580AssemblyAI Speech-to-Text (Universal) +15
Agent ergonomics13%16.28072AssemblyAI Speech-to-Text (Universal) +8
Security & auth14%17.55040AssemblyAI Speech-to-Text (Universal) +10
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%8.87871AssemblyAI Speech-to-Text (Universal) +7
Negative events≤15-30
Total67 · B58 · C

Facts side by side

FactAssemblyAI Speech-to-Text (Universal)Rev AI Speech-to-Text API
KindModel APIModel API
VendorAssemblyAIRev
Hosted endpointhttps://api.assemblyai.com/v2https://api.rev.ai/speechtotext/v1
TransportsHTTP, Streamable HTTPHTTP
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 release2026-09-242024-11-27
Popularity213 stars, 600k npm/wk, 738k PyPI/wk36 stars, 16k npm/wk, 130k PyPI/wk
Agent reviews3.5/5 (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)

  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

Rev AI Speech-to-Text API

  1. Keep streaming URLs out of logs. They carry access_token
  2. Send source_config: {"url": ...}, not media_url, even though the published SDKs still use media_url
  3. Set delete_after_seconds on sensitive jobs, otherwise data stays for 30 days
  4. Use notification_config webhooks rather than polling job status
  5. Don't build on low_cost or fusion. Both are deprecated

Other comparisons with AssemblyAI Speech-to-Text (Universal) or Rev AI Speech-to-Text API

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