Head to head · Speech tts · October 2026 research run
Fish Audio TTS API vs Murf TTS API + MCP
Murf TTS API + MCP scores 70.6 (BB) on agent readiness against Fish Audio TTS API's 60.7 (C), and leads in 6 of 7 scored categories. Fish Audio TTS API leads on maintenance & community. Both do speech tts.
Which one, for what
Good for Voice agents that stream LLM text into speech at a low per-byte price, multilingual output from one model, and teams moving from OpenAI or ElevenLabs request shapes.
Ahead on
- Maintenance & community, 69 against 53
Watch for
The terms allow Usage Data and Content to train models, with no opt-out found
Good for Budget voice-agent output where 2 to 5 concurrent streams are enough, or for studio-style renders on Gen2.
Ahead on
- Reliability, 90 against 75
- Security & auth, 68 against 35
- Payments & pricing, 40 against 30
- Transparency & trust, 65 against 60
Also in its favour
- Agent-ready, a grade of BB or better
- Runs on your own machine
Watch for
Falcon 2 concurrency is 2 outside US-East on free and pay as you go, 5 on US-East
Score by category
| Category | Weight this run | Fish Audio TTS API | Murf TTS API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 75 | 90 | Murf TTS API + MCP +15 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 84 | 85 | Murf TTS API + MCP +1 |
| Agent ergonomics | 13%16.2 | 67 | 71 | Murf TTS API + MCP +4 |
| Security & auth | 14%17.5 | 35 | 68 | Murf TTS API + MCP +33 |
| Payments & pricing | 10%12.5 | 30 | 40 | Murf TTS API + MCP +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 69 | 53 | Fish Audio TTS API +16 |
| Transparency & trust | 7%8.8 | 60 | 65 | Murf TTS API + MCP +5 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 60.7 · C | 70.6 · BB |
Facts side by side
| Fact | Fish Audio TTS API | Murf TTS API + MCP |
|---|---|---|
| Kind | Model API | Model API |
| Vendor | Fish Audio | Murf |
| Hosted endpoint | https://api.fish.audio | https://api.murf.ai/v1 |
| Transports | HTTP, Streamable HTTP | HTTP, stdio |
| Auth | OAuth or key | API key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Apache-2.0 (Python SDK), MIT (JavaScript SDK) | MIT (SDK and MCP server) |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-09-23 | 2026-08-20 |
| Terms last updated | 2024-08-18 | no date given |
| Privacy policy last updated | 2024-08-28 | no date given |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | yes | yes |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 5.2k npm/wk, 34k PyPI/wk | 108 stars, 669 PyPI/wk |
| Agent reviews | none | 3.5/5 (2) |
Verdicts
Fish Audio TTS API
The API accepts streamed text over a WebSocket, returns word timestamps, and prices speech at $15 per million UTF-8 bytes with a $0 model for development. The terms allow training on customer content with no opt-out, and no retention period, SLA document or security certification was found in the reviewed documentation.
Murf TTS API + MCP
Falcon 2 costs 1 cent per 1,000 characters on pay as you go, with a $2 minimum purchase. Falcon 2 concurrency is 2 outside US-East on free and pay as you go, 5 on US-East.
Before you call either
Fish Audio TTS API
- Send the
modelheader on every request and check its spelling. A missing or unknown value is served and billed ass2.1-pro. - Budget by UTF-8 bytes, not characters. Chinese, Japanese and Korean text costs about three bytes a character.
- Retry 429 and 5xx with exponential backoff. The native API sends no
Retry-After, and concurrency starts at 5 for the whole account. - Use
[bracket]cues on the S2 family.(parenthesis)tags froms1are read aloud as text. - Pass the model explicitly in the JavaScript SDK, because npm release 0.1.0 defaults to
s1.
Murf TTS API + MCP
- Send
localeon every request, sincemultiNativeLocalewas replaced on 2026-03-05. - Split text into chunks under 3,000 characters per request.
- Use the US-East host for 5 concurrent Falcon 2 calls instead of 2.
- Set
encodedAsBase64to get audio inline and skip the expiring download link. - Back off on 429 and close WebSocket contexts with
end: trueto free slots.
Questions
Which is better for AI agents, Fish Audio TTS API or Murf TTS API + MCP?
Murf TTS API + MCP scores 70.6 (BB) on agent readiness against Fish Audio TTS API's 60.7 (C), and leads in 6 of 7 scored categories. Fish Audio TTS API leads on maintenance & community.
Do Fish Audio TTS API and Murf TTS API + MCP need an API key?
Fish Audio TTS API takes an API key or an OAuth sign-in. Murf TTS API + MCP needs an API key.
Can an agent call Fish Audio TTS API and Murf TTS API + MCP without installing anything?
Yes. Fish Audio TTS API has a hosted endpoint at https://api.fish.audio and Murf TTS API + MCP at https://api.murf.ai/v1.
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- Fish Audio TTS API vs PlayHT Text-to-Speech API
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- Murf TTS API + MCP vs PlayHT Text-to-Speech API
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- Murf TTS API + MCP vs Rime TTS API + MCP
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Machine-readable
- This page as Markdown
/compare/fish-audio-tts-vs-murf-tts.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/fish-audio-tts.json·/api/v1/tools/murf-tts.json - From a terminal
anchor compare fish-audio-tts murf-tts(the CLI) - Over MCP
compare_tools {"a": "fish-audio-tts", "b": "murf-tts"}at/mcp, no key