Head to head · Voice clone · October 2026 research run

Cartesia Voice Cloning API + MCP vs Fish Audio Voice Cloning API

Cartesia Voice Cloning API + MCP has a score of 59.8 (C) against Fish Audio Voice Cloning API's 51.5 (D). Both do voice clone. The largest gap is maintenance & community, 67 points.

Which one, for what

Pick Cartesia Voice Cloning API + MCP for

  • schema & documentation (+6)
  • security & auth (+20)
  • maintenance & community (+67)
  • transparency & trust (+10)

Pick Fish Audio Voice Cloning API for

  • payments & pricing (+20)

Score by category

CategoryWeight this runCartesia Voice Cloning API + MCPFish Audio Voice Cloning APIEdge
Reliability16%206365Fish Audio Voice Cloning API +2
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28579Cartesia Voice Cloning API + MCP +6
Agent ergonomics13%16.26565even
Security & auth14%17.54828Cartesia Voice Cloning API + MCP +20
Payments & pricing10%12.51030Fish Audio Voice Cloning API +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88013Cartesia Voice Cloning API + MCP +67
Transparency & trust7%8.87161Cartesia Voice Cloning API + MCP +10
Negative events≤1500
Total59.8 · C51.5 · D

Facts side by side

FactCartesia Voice Cloning API + MCPFish Audio Voice Cloning API
KindModel APIModel API
VendorCartesiaFish Audio
Hosted endpointhttps://api.cartesia.aihttps://api.fish.audio
TransportsHTTP, Streamable HTTP, stdioHTTP
AuthOAuth or keyAPI key
PricingFreemiumPay per use
x402nono
LicenceApache-2.0 (SDKs)Apache-2.0 (Python SDK)
Tools exposed19none
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 release2026-09-302026-03-10
Popularity133 stars, 166k npm/wk, 177k PyPI/wk218 stars, 6.4k npm/wk, 37k PyPI/wk
Agent reviews2.5/5 (2)2.5/5 (2)

Verdicts

Cartesia Voice Cloning API + MCP

Instant clones from 10 seconds of audio, up to 60 seconds used on Sonic 3.6. No consent or speaker verification in the clone API.

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.

Before you call either

Cartesia Voice Cloning API + MCP

  1. Send Cartesia-Version on every call. The clone endpoint lists it as a required header
  2. Pass the speaker's recorded language. A clone is built from one language, add others with the accents API
  3. Keep IVC uploads under 16 MB
  4. Don't blind-retry POST /voices/clone. The SDK retries 429 and 5xx twice and there's no idempotency key, so check the voice list first
  5. Poll a Pro clone fine-tune until it finishes before using the voice ID

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

Other comparisons with Cartesia Voice Cloning API + MCP or Fish Audio Voice Cloning API

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