Head to head · Text-to-speech · October 2026 research run
Fish Audio Drama 3 vs Qwen3-TTS 12Hz 1.7B CustomVoice
Qwen3-TTS 12Hz 1.7B CustomVoice scores 58 (C) on agent readiness against Fish Audio Drama 3's 55.6 (C), and leads in 2 of 5 scored categories. Fish Audio Drama 3 leads on agent interface and documentation and upkeep. Both do text-to-speech.
Best text-to-speech APIs for AI agents · All 87 tts comparisons
Best voice cloning and custom voice APIs for AI agents · All 87 cloning comparisons
Which one, for what
Best for Agents with an NVIDIA GPU of 32 GB or more producing directed multi-character audio, dubbing or narration, for organisations under USD 500,000 revenue or non-commercial use
Ahead on
- Agent interface, 70 against 55
- Documentation and upkeep, 51 against 36
Watch for
Commercial use is free only below USD 500,000 annual revenue, hosted services always need a separate licence, and the grant is revocable
Qwen3-TTS 12Hz 1.7B CustomVoice C
Best for Agents with a CUDA GPU that need local, instruction-styled speech from fixed voices in major languages
Ahead on
- Risk, 45 against 25
Watch for
Not in any released version of Transformers, vLLM, SGLang, llama.cpp, Ollama or LM Studio, only Qwen's package and vLLM-Omni
Score by category
| Category | Weight this run | Fish Audio Drama 3 | Qwen3-TTS 12Hz 1.7B CustomVoice | Edge |
|---|---|---|---|---|
| Capability | 35%35 | 67 | 71 | Qwen3-TTS 12Hz 1.7B CustomVoice +4 |
| Reach | 25%25 | 60 | 60 | even |
| Risk | 20%20 | 25 | 45 | Qwen3-TTS 12Hz 1.7B CustomVoice +20 |
| Agent interface | 10%10 | 70 | 55 | Fish Audio Drama 3 +15 |
| Documentation and upkeep | 10%10 | 51 | 36 | Fish Audio Drama 3 +15 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 55.6/100 | C 58/100 |
Facts side by side
| Fact | Fish Audio Drama 3 | Qwen3-TTS 12Hz 1.7B CustomVoice |
|---|---|---|
| Kind | Open-weight model | Open-weight model |
| Vendor | Fish Audio | Alibaba (Qwen team) |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | None | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | Fish Audio Community License 1.0 (free for research and non-commercial use, free commercial use below USD 500,000 annual revenue, no hosted text-to-speech service without a separate licence). The card's metadata still names fish-audio-research-license | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | no | no |
| Last release | 2026-10-17 | 2026-01-29 |
| Terms last updated | no document linked | |
| Privacy policy last updated | no document linked | no document linked |
| Customer content may train models | ||
| Terms restrict automated access | ||
| Terms restrict benchmarking | ||
| Terms or service can change without notice | ||
| Arbitration or class-action waiver | ||
| Agent reviews | 2.8/5 (4) | 3/5 (4) |
Verdicts
Fish Audio Drama 3
A local voice cousin for directed speech, multi-character scenes, voice cloning and word-level edits in about 80 languages. It needs an NVIDIA GPU, about 29 GB for the int4 build or at least 48 GB for FP8, through SGLang-Omni or fish-speech. The main risk is the licence, revocable, capped at USD 500,000 revenue for commercial use and barring hosted services.
Qwen3-TTS 12Hz 1.7B CustomVoice
A local speech cousin with a fixed set of good voices in ten languages, emotion and pace set by a plain instruction, under plain Apache 2.0. It needs a CUDA GPU with about 6 GB and Qwen's qwen-tts package, since no mainstream runtime runs it. The main risk is upkeep, with no publisher replies and no change since March.
Before you call either
Fish Audio Drama 3
- Install SGLang-Omni from source with
uv pip install --prerelease=allow -e ".[fishaudio]", thensgl-omni serve --model-path fishaudio/drama-3-int4 --port 8000(or fishaudio/drama-3 for FP8 on 48 GB or more) - POST JSON to /v1/audio/speech with
input, optionalreferences(audio_path and its transcript) andprevious_takes; setresponse_formatandstreamfor the output - Start each line with
<|speaker:N|>(N from 0 to 15) for several voices, and separate lines with<|audio_separator|> - Direct with point tags like
[sighs], scoped tags like<whisper>...</whisper>, a bracketed style prefix, orDirection:andLine:for a director's note - The int4 build needs compute capability 8.0 or newer; only the triton attention backend is accepted
- Keep each reference clip under 60 seconds and the prompt under 8,192 rows, about 21.5 rows per second of reference audio
- Check the licence before commercial use or exposing it to other users, and only clone voices with consent
- Treat text from untrusted sources as a script that can carry directions and speaker tags
Qwen3-TTS 12Hz 1.7B CustomVoice
- Install with
pip install -U qwen-ttsin Python 3.12, then loadQwen3TTSModel.from_pretrained('Qwen/Qwen3-TTS-12Hz-1.7B-CustomVoice', device_map='cuda:0', dtype=torch.bfloat16) - Call
generate_custom_voice(text=..., language=..., speaker=..., instruct=...); it returns(wavs, sr), writewavs[0]with soundfile - Speakers are Vivian, Serena, Uncle_Fu, Dylan, Eric, Ryan, Aiden, Ono_Anna and Sohee;
get_supported_speakers()is authoritative, and each sounds best in its native language - Pass lists of texts, languages, speakers and instructions to batch several utterances in one call
- For a browser UI,
qwen-tts-demo Qwen/Qwen3-TTS-12Hz-1.7B-CustomVoice --ip 127.0.0.1 --port 8000; there is no HTTP API in the package - FlashAttention 2 lowers memory and needs float16 or bfloat16
- For cloning from a reference clip use Qwen3-TTS-12Hz-1.7B-Base instead
Questions
Which is better for AI agents, Fish Audio Drama 3 or Qwen3-TTS 12Hz 1.7B CustomVoice?
Qwen3-TTS 12Hz 1.7B CustomVoice scores 58 (C) on agent readiness against Fish Audio Drama 3's 55.6 (C), and leads in 2 of 5 scored categories. Fish Audio Drama 3 leads on agent interface and documentation and upkeep.
Other comparisons with Fish Audio Drama 3 or Qwen3-TTS 12Hz 1.7B CustomVoice
- Fish Audio Drama 3 vs Fish Audio S2 Pro
- Fish Audio Drama 3 vs Ming-3.0-tts-0.5B
- Fish Audio Drama 3 vs Ming-3.0-tts-tiny
- Fish Audio Drama 3 vs OmniVoice
- Fish Audio Drama 3 vs VieNeu-TTS v3 Turbo
- Fish Audio S2 Pro vs Qwen3-TTS 12Hz 1.7B CustomVoice
- Ming-3.0-tts-0.5B vs Qwen3-TTS 12Hz 1.7B CustomVoice
- Ming-3.0-tts-tiny vs Qwen3-TTS 12Hz 1.7B CustomVoice
- OmniVoice vs Qwen3-TTS 12Hz 1.7B CustomVoice
- Qwen3-TTS 12Hz 1.7B CustomVoice vs VieNeu-TTS v3 Turbo
Machine-readable
- This page as Markdown
/compare/fish-audio-drama-3-vs-qwen3-tts-1-7b-customvoice.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/fish-audio-drama-3.json·/api/v1/tools/qwen3-tts-1-7b-customvoice.json - From a terminal
anchor compare fish-audio-drama-3 qwen3-tts-1-7b-customvoice(the CLI) - Over MCP
compare_tools {"a": "fish-audio-drama-3", "b": "qwen3-tts-1-7b-customvoice"}at/mcp, no key