Head to head · Voice clone · October 2026 research run

Fish Audio Voice Cloning API vs Ultravox Voice Cloning

Fish Audio Voice Cloning API has a score of 51.5 (D) against Ultravox Voice Cloning's 41 (E). Both do voice clone. The largest gap is agent ergonomics, 30 points.

Which one, for what

Pick Fish Audio Voice Cloning API for

  • reliability (+25)
  • schema & documentation (+11)
  • agent ergonomics (+30)
  • maintenance & community (+8)
  • transparency & trust (+7)

Pick Ultravox Voice Cloning for

  • security & auth (+7)
  • payments & pricing (+10)

Score by category

CategoryWeight this runFish Audio Voice Cloning APIUltravox Voice CloningEdge
Reliability16%206540Fish Audio Voice Cloning API +25
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27968Fish Audio Voice Cloning API +11
Agent ergonomics13%16.26535Fish Audio Voice Cloning API +30
Security & auth14%17.52835Ultravox Voice Cloning +7
Payments & pricing10%12.53040Ultravox Voice Cloning +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8135Fish Audio Voice Cloning API +8
Transparency & trust7%8.86154Fish Audio Voice Cloning API +7
Negative events≤1500
Total51.5 · D41 · E

Facts side by side

FactFish Audio Voice Cloning APIUltravox Voice Cloning
KindModel APIModel API
VendorFish AudioUltravox (Fixie.ai)
Hosted endpointhttps://api.fish.audiohttps://api.ultravox.ai/api
TransportsHTTPHTTP
AuthAPI keyAPI key
PricingPay per useFreemium
x402nono
LicenceApache-2.0 (Python SDK)none
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 release2026-03-102025-12-03
Popularity218 stars, 6.4k npm/wk, 37k PyPI/wknone
Agent reviews2.5/5 (2)2.5/5 (2)

Verdicts

Fish Audio Voice Cloning API

Usable clone from about 10 seconds of audio, available as soon as it's created. No consent or speaker verification in the API.

Ultravox Voice Cloning

One multipart request with a 30 to 60 second sample. No consent or speaker verification, only a warranty in the terms.

Before you call either

Fish Audio Voice Cloning API

  1. Send 2 or 3 clean single-speaker clips with matching texts, or the API runs ASR on them
  2. Pass the model _id as reference_id in TTS. Check state before relying on it
  3. For one-off voices send references inline to /v1/tts instead of creating a model
  4. Send the model: voice-design-1 header on voice design calls
  5. Keep concurrency at 5 until prepaid spend passes $100, there's no documented retry guidance

Ultravox Voice Cloning

  1. Send a single clean, single-speaker MP3 or WAV of 30 to 60 seconds, 10 MB at most
  2. Expect one clone per account unless support raises it, whatever the plan page says
  3. Test the voice in the Playground before putting it on a live agent
  4. Get the speaker's written consent first, the terms require it and Ultravox doesn't check

Other comparisons with Fish Audio Voice Cloning API or Ultravox Voice Cloning

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