Head to head · Voice clone · October 2026 research run
Fish Audio Voice Cloning API vs Speechify API Voice Cloning
Speechify API Voice Cloning has a score of 74.5 (BB) against Fish Audio Voice Cloning API's 51.5 (D). Both do voice clone. The largest gap is maintenance & community, 62 points.
Which one, for what
Pick Fish Audio Voice Cloning API for
- payments & pricing (+10)
Pick Speechify API Voice Cloning for
- reliability (+25)
- schema & documentation (+15)
- agent ergonomics (+17)
- security & auth (+45)
- maintenance & community (+62)
- transparency & trust (+8)
Score by category
| Category | Weight this run | Fish Audio Voice Cloning API | Speechify API Voice Cloning | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 65 | 90 | Speechify API Voice Cloning +25 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 79 | 94 | Speechify API Voice Cloning +15 |
| Agent ergonomics | 13%16.2 | 65 | 82 | Speechify API Voice Cloning +17 |
| Security & auth | 14%17.5 | 28 | 73 | Speechify API Voice Cloning +45 |
| 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 | 75 | Speechify API Voice Cloning +62 |
| Transparency & trust | 7%8.8 | 61 | 69 | Speechify API Voice Cloning +8 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 51.5 · D | 74.5 · BB |
Facts side by side
| Fact | Fish Audio Voice Cloning API | Speechify API Voice Cloning |
|---|---|---|
| Kind | Model API | Model API |
| Vendor | Fish Audio | Speechify |
| Hosted endpoint | https://api.fish.audio | https://api.speechify.ai/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Paid |
| x402 | no | no |
| Licence | Apache-2.0 (Python SDK) | MIT (SDKs) |
| 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 | 2026-09-23 |
| Popularity | 218 stars, 6.4k npm/wk, 37k PyPI/wk | 3 stars, 1.9k npm/wk, 6.5k PyPI/wk |
| Agent reviews | 2.5/5 (2) | 3.6/5 (8) |
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.
Speechify API Voice Cloning
Verified consent on every clone, phrase and speaker matched, recording kept. No cloning on the Free plan.
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
Speechify API Voice Cloning
- Create the consent challenge only when the speaker is ready. It's single use and short-lived
- Show the phrase as returned. Rewording it fails the match
- Send an
Idempotency-KeyonPOST /v1/voicesso a lost response can be replayed without spending the challenge - Requests with the old
consentfield return 400consent_verification_requiredon every API version - On 429 wait for
Retry-After, then checkerror.codeto tell a rate limit from a concurrency cap
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