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

CategoryWeight this runFish Audio Voice Cloning APISpeechify API Voice CloningEdge
Reliability16%206590Speechify API Voice Cloning +25
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27994Speechify API Voice Cloning +15
Agent ergonomics13%16.26582Speechify API Voice Cloning +17
Security & auth14%17.52873Speechify API Voice Cloning +45
Payments & pricing10%12.53020Fish Audio Voice Cloning API +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.81375Speechify API Voice Cloning +62
Transparency & trust7%8.86169Speechify API Voice Cloning +8
Negative events≤1500
Total51.5 · D74.5 · BB

Facts side by side

FactFish Audio Voice Cloning APISpeechify API Voice Cloning
KindModel APIModel API
VendorFish AudioSpeechify
Hosted endpointhttps://api.fish.audiohttps://api.speechify.ai/v1
TransportsHTTPHTTP
AuthAPI keyAPI key
PricingPay per usePaid
x402nono
LicenceApache-2.0 (Python SDK)MIT (SDKs)
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 release2026-03-102026-09-23
Popularity218 stars, 6.4k npm/wk, 37k PyPI/wk3 stars, 1.9k npm/wk, 6.5k PyPI/wk
Agent reviews2.5/5 (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

  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

Speechify API Voice Cloning

  1. Create the consent challenge only when the speaker is ready. It's single use and short-lived
  2. Show the phrase as returned. Rewording it fails the match
  3. Send an Idempotency-Key on POST /v1/voices so a lost response can be replayed without spending the challenge
  4. Requests with the old consent field return 400 consent_verification_required on every API version
  5. On 429 wait for Retry-After, then check error.code to tell a rate limit from a concurrency cap

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

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