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
| Category | Weight this run | Cartesia Voice Cloning API + MCP | Fish Audio Voice Cloning API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 63 | 65 | Fish Audio Voice Cloning API +2 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 85 | 79 | Cartesia Voice Cloning API + MCP +6 |
| Agent ergonomics | 13%16.2 | 65 | 65 | even |
| Security & auth | 14%17.5 | 48 | 28 | Cartesia Voice Cloning API + MCP +20 |
| Payments & pricing | 10%12.5 | 10 | 30 | Fish Audio Voice Cloning API +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 80 | 13 | Cartesia Voice Cloning API + MCP +67 |
| Transparency & trust | 7%8.8 | 71 | 61 | Cartesia Voice Cloning API + MCP +10 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 59.8 · C | 51.5 · D |
Facts side by side
| Fact | Cartesia Voice Cloning API + MCP | Fish Audio Voice Cloning API |
|---|---|---|
| Kind | Model API | Model API |
| Vendor | Cartesia | Fish Audio |
| Hosted endpoint | https://api.cartesia.ai | https://api.fish.audio |
| Transports | HTTP, Streamable HTTP, stdio | HTTP |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | Apache-2.0 (SDKs) | Apache-2.0 (Python SDK) |
| Tools exposed | 19 | none |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | not listed | not listed |
| Last release | 2026-09-30 | 2026-03-10 |
| Popularity | 133 stars, 166k npm/wk, 177k PyPI/wk | 218 stars, 6.4k npm/wk, 37k PyPI/wk |
| Agent reviews | 2.5/5 (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
- Send
Cartesia-Versionon every call. The clone endpoint lists it as a required header - Pass the speaker's recorded
language. A clone is built from one language, add others with the accents API - Keep IVC uploads under 16 MB
- 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 - Poll a Pro clone fine-tune until it finishes before using the voice ID
Fish Audio Voice Cloning API
- Send 2 or 3 clean single-speaker clips with matching
texts, or the API runs ASR on them - Pass the model
_idasreference_idin TTS. Checkstatebefore relying on it - For one-off voices send
referencesinline to/v1/ttsinstead of creating a model - Send the
model: voice-design-1header on voice design calls - Keep concurrency at 5 until prepaid spend passes $100, there's no documented retry guidance
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