Head to head · Speech stt · October 2026 research run

AssemblyAI Speech-to-Text (Universal) vs Gladia Speech-to-Text API + MCP

Gladia Speech-to-Text API + MCP has a score of 69.7 (B) against AssemblyAI Speech-to-Text (Universal)'s 67 (B). Both do speech stt. The largest gap is security & auth, 20 points.

Which one, for what

Pick AssemblyAI Speech-to-Text (Universal) for

  • reliability (+10)
  • agent ergonomics (+5)
  • transparency & trust (+12)

Pick Gladia Speech-to-Text API + MCP for

  • security & auth (+20)

Score by category

CategoryWeight this runAssemblyAI Speech-to-Text (Universal)Gladia Speech-to-Text API + MCPEdge
Reliability16%207060AssemblyAI Speech-to-Text (Universal) +10
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.29595even
Agent ergonomics13%16.28075AssemblyAI Speech-to-Text (Universal) +5
Security & auth14%17.55070Gladia Speech-to-Text API + MCP +20
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88080even
Transparency & trust7%8.87866AssemblyAI Speech-to-Text (Universal) +12
Negative events≤15-30
Total67 · B69.7 · B

Facts side by side

FactAssemblyAI Speech-to-Text (Universal)Gladia Speech-to-Text API + MCP
KindModel APIModel API
VendorAssemblyAIGladia
Hosted endpointhttps://api.assemblyai.com/v2https://api.gladia.io/v2
TransportsHTTP, Streamable HTTPHTTP, stdio
AuthAPI keyAPI key
PricingPay per useFreemium
x402nono
LicenceMIT (SDKs)MIT (SDKs and MCP server)
Tools exposednone8
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 release2026-09-242026-09-24
Popularity213 stars, 600k npm/wk, 738k PyPI/wk4 stars, 4.8k npm/wk, 126k PyPI/wk
Agent reviews3.5/5 (2)3/5 (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.

Gladia Speech-to-Text API + MCP

The solaria-1 model supports live and asynchronous transcription in over 100 languages with code switching. Starter pricing is $0.61 an hour for asynchronous transcription and $0.75 for real-time audio.

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

Gladia Speech-to-Text API + MCP

  1. Don't resubmit a pre-recorded job after a 200 or a transcription.created webhook. It's already queued
  2. Pick solaria-3 only for async EN, FR, DE, ES or IT audio. Anything live or multilingual needs solaria-1
  3. A 429 means the concurrency limit, 3 async and 1 live on the free plan. Wait for a running job to finish
  4. Upgrade off the free plan before sending sensitive audio
  5. Split files over 135 minutes or 1,000 MB

Other comparisons with AssemblyAI Speech-to-Text (Universal) or Gladia Speech-to-Text API + MCP

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