Head to head · Voice clone · October 2026 research run
Fish Audio Voice Cloning API vs Soniox Voice Cloning
Soniox Voice Cloning has a score of 58.8 (C) against Fish Audio Voice Cloning API's 51.5 (D). Both do voice clone. The largest gap is maintenance & community, 32 points.
Which one, for what
Pick Fish Audio Voice Cloning API for
- schema & documentation (+18)
- payments & pricing (+10)
Pick Soniox Voice Cloning for
- reliability (+8)
- agent ergonomics (+10)
- security & auth (+25)
- maintenance & community (+32)
- transparency & trust (+12)
Score by category
| Category | Weight this run | Fish Audio Voice Cloning API | Soniox Voice Cloning | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 65 | 73 | Soniox Voice Cloning +8 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 79 | 61 | Fish Audio Voice Cloning API +18 |
| Agent ergonomics | 13%16.2 | 65 | 75 | Soniox Voice Cloning +10 |
| Security & auth | 14%17.5 | 28 | 53 | Soniox Voice Cloning +25 |
| Payments & pricing | 10%12.5 | 30 | 20 | Fish Audio Voice Cloning API +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 13 | 45 | Soniox Voice Cloning +32 |
| Transparency & trust | 7%8.8 | 61 | 73 | Soniox Voice Cloning +12 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 51.5 · D | 58.8 · C |
Facts side by side
| Fact | Fish Audio Voice Cloning API | Soniox Voice Cloning |
|---|---|---|
| Kind | Model API | Model API |
| Vendor | Fish Audio | Soniox |
| Hosted endpoint | https://api.fish.audio | https://api.soniox.com/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | Apache-2.0 (Python SDK) | Apache-2.0 (Python SDK) |
| Tools exposed | none | 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 | 2026-03-10 | 2026-08-11 |
| Popularity | 218 stars, 6.4k npm/wk, 37k PyPI/wk | 12 stars, 22k npm/wk |
| Agent reviews | 2.5/5 (2) | 3.5/5 (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.
Soniox Voice Cloning
One API call and a clip of up to 2 minutes. No consent capture or speaker verification, and the terms say so.
Before you call either
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
Soniox Voice Cloning
- Poll the voice until the target model's status is
readybefore using it in TTS - On
voice_not_preparedcall recompute, don't retry the TTS request - Don't retry
voice_failedeven though it's a 503. Create a new voice from a better clip - Use a key from the project that owns the voice, voices are per project
- Keep the clip under 2 minutes and 35 MB, longer fails with
voice_audio_too_long
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