# Music generation compared head to head

> 55 head-to-head comparisons of music generation for AI agents, grouped by the job each pair shares, with benchmark scores for both sides.

- Canonical: https://www.anchorterminal.com/compare/music-generation/
- Markdown: https://www.anchorterminal.com/compare/music-generation/index.md (~2,150 tokens)
- Slim: https://www.anchorterminal.com/compare/music-generation/index.min.md (~2,080 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/music-generation/index.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-09

- Ranked table: https://www.anchorterminal.com/categories/music-generation.md
- Shortlist and picks by need: https://www.anchorterminal.com/best/music-generation/index.md

## Ranked

1. [fal music models](https://www.anchorterminal.com/tools/fal-music.md) B 68.3
2. [ElevenLabs Music API](https://www.anchorterminal.com/tools/elevenlabs-music.md) B 66.9
3. [MusicGen on Replicate](https://www.anchorterminal.com/tools/replicate-musicgen.md) C 54.3
4. [Stable Audio API](https://www.anchorterminal.com/tools/stable-audio.md) D 50
5. [Google Lyria](https://www.anchorterminal.com/tools/google-lyria.md) D 48.5
6. [MusicGPT API](https://www.anchorterminal.com/tools/musicgpt.md) E 45.9
7. [Soundverse API](https://www.anchorterminal.com/tools/soundverse.md) E 41.9
8. [Mubert API](https://www.anchorterminal.com/tools/mubert.md) E 41
9. [Loudly Music API](https://www.anchorterminal.com/tools/loudly.md) E 38.1
10. [Beatoven.ai API](https://www.anchorterminal.com/tools/beatoven.md) F 22
11. [SOUNDRAW API](https://www.anchorterminal.com/tools/soundraw.md) F 12

## Music generation

- [Beatoven.ai API vs ElevenLabs Music API](https://www.anchorterminal.com/compare/beatoven-vs-elevenlabs-music.md): F 22 vs B 66.9
- [Beatoven.ai API vs fal music models](https://www.anchorterminal.com/compare/beatoven-vs-fal-music.md): F 22 vs B 68.3
- [Beatoven.ai API vs Google Lyria](https://www.anchorterminal.com/compare/beatoven-vs-google-lyria.md): F 22 vs D 48.5
- [Beatoven.ai API vs Loudly Music API](https://www.anchorterminal.com/compare/beatoven-vs-loudly.md): F 22 vs E 38.1
- [Beatoven.ai API vs Mubert API](https://www.anchorterminal.com/compare/beatoven-vs-mubert.md): F 22 vs E 41
- [Beatoven.ai API vs MusicGPT API](https://www.anchorterminal.com/compare/beatoven-vs-musicgpt.md): F 22 vs E 45.9
- [Beatoven.ai API vs MusicGen on Replicate](https://www.anchorterminal.com/compare/beatoven-vs-replicate-musicgen.md): F 22 vs C 54.3
- [Beatoven.ai API vs SOUNDRAW API](https://www.anchorterminal.com/compare/beatoven-vs-soundraw.md): F 22 vs F 12
- [Beatoven.ai API vs Soundverse API](https://www.anchorterminal.com/compare/beatoven-vs-soundverse.md): F 22 vs E 41.9
- [Beatoven.ai API vs Stable Audio API](https://www.anchorterminal.com/compare/beatoven-vs-stable-audio.md): F 22 vs D 50
- [ElevenLabs Music API vs fal music models](https://www.anchorterminal.com/compare/elevenlabs-music-vs-fal-music.md): B 66.9 vs B 68.3
- [ElevenLabs Music API vs Google Lyria](https://www.anchorterminal.com/compare/elevenlabs-music-vs-google-lyria.md): B 66.9 vs D 48.5
- [ElevenLabs Music API vs Loudly Music API](https://www.anchorterminal.com/compare/elevenlabs-music-vs-loudly.md): B 66.9 vs E 38.1
- [ElevenLabs Music API vs Mubert API](https://www.anchorterminal.com/compare/elevenlabs-music-vs-mubert.md): B 66.9 vs E 41
- [ElevenLabs Music API vs MusicGPT API](https://www.anchorterminal.com/compare/elevenlabs-music-vs-musicgpt.md): B 66.9 vs E 45.9
- [ElevenLabs Music API vs MusicGen on Replicate](https://www.anchorterminal.com/compare/elevenlabs-music-vs-replicate-musicgen.md): B 66.9 vs C 54.3
- [ElevenLabs Music API vs SOUNDRAW API](https://www.anchorterminal.com/compare/elevenlabs-music-vs-soundraw.md): B 66.9 vs F 12
- [ElevenLabs Music API vs Soundverse API](https://www.anchorterminal.com/compare/elevenlabs-music-vs-soundverse.md): B 66.9 vs E 41.9
- [ElevenLabs Music API vs Stable Audio API](https://www.anchorterminal.com/compare/elevenlabs-music-vs-stable-audio.md): B 66.9 vs D 50
- [fal music models vs Google Lyria](https://www.anchorterminal.com/compare/fal-music-vs-google-lyria.md): B 68.3 vs D 48.5
- [fal music models vs Loudly Music API](https://www.anchorterminal.com/compare/fal-music-vs-loudly.md): B 68.3 vs E 38.1
- [fal music models vs Mubert API](https://www.anchorterminal.com/compare/fal-music-vs-mubert.md): B 68.3 vs E 41
- [fal music models vs MusicGPT API](https://www.anchorterminal.com/compare/fal-music-vs-musicgpt.md): B 68.3 vs E 45.9
- [fal music models vs MusicGen on Replicate](https://www.anchorterminal.com/compare/fal-music-vs-replicate-musicgen.md): B 68.3 vs C 54.3
- [fal music models vs SOUNDRAW API](https://www.anchorterminal.com/compare/fal-music-vs-soundraw.md): B 68.3 vs F 12
- [fal music models vs Soundverse API](https://www.anchorterminal.com/compare/fal-music-vs-soundverse.md): B 68.3 vs E 41.9
- [fal music models vs Stable Audio API](https://www.anchorterminal.com/compare/fal-music-vs-stable-audio.md): B 68.3 vs D 50
- [Google Lyria vs Loudly Music API](https://www.anchorterminal.com/compare/google-lyria-vs-loudly.md): D 48.5 vs E 38.1
- [Google Lyria vs Mubert API](https://www.anchorterminal.com/compare/google-lyria-vs-mubert.md): D 48.5 vs E 41
- [Google Lyria vs MusicGPT API](https://www.anchorterminal.com/compare/google-lyria-vs-musicgpt.md): D 48.5 vs E 45.9
- [Google Lyria vs MusicGen on Replicate](https://www.anchorterminal.com/compare/google-lyria-vs-replicate-musicgen.md): D 48.5 vs C 54.3
- [Google Lyria vs SOUNDRAW API](https://www.anchorterminal.com/compare/google-lyria-vs-soundraw.md): D 48.5 vs F 12
- [Google Lyria vs Soundverse API](https://www.anchorterminal.com/compare/google-lyria-vs-soundverse.md): D 48.5 vs E 41.9
- [Google Lyria vs Stable Audio API](https://www.anchorterminal.com/compare/google-lyria-vs-stable-audio.md): D 48.5 vs D 50
- [Loudly Music API vs Mubert API](https://www.anchorterminal.com/compare/loudly-vs-mubert.md): E 38.1 vs E 41
- [Loudly Music API vs MusicGPT API](https://www.anchorterminal.com/compare/loudly-vs-musicgpt.md): E 38.1 vs E 45.9
- [Loudly Music API vs MusicGen on Replicate](https://www.anchorterminal.com/compare/loudly-vs-replicate-musicgen.md): E 38.1 vs C 54.3
- [Loudly Music API vs SOUNDRAW API](https://www.anchorterminal.com/compare/loudly-vs-soundraw.md): E 38.1 vs F 12
- [Loudly Music API vs Soundverse API](https://www.anchorterminal.com/compare/loudly-vs-soundverse.md): E 38.1 vs E 41.9
- [Loudly Music API vs Stable Audio API](https://www.anchorterminal.com/compare/loudly-vs-stable-audio.md): E 38.1 vs D 50
- [Mubert API vs MusicGPT API](https://www.anchorterminal.com/compare/mubert-vs-musicgpt.md): E 41 vs E 45.9
- [Mubert API vs MusicGen on Replicate](https://www.anchorterminal.com/compare/mubert-vs-replicate-musicgen.md): E 41 vs C 54.3
- [Mubert API vs SOUNDRAW API](https://www.anchorterminal.com/compare/mubert-vs-soundraw.md): E 41 vs F 12
- [Mubert API vs Soundverse API](https://www.anchorterminal.com/compare/mubert-vs-soundverse.md): E 41 vs E 41.9
- [Mubert API vs Stable Audio API](https://www.anchorterminal.com/compare/mubert-vs-stable-audio.md): E 41 vs D 50
- [MusicGPT API vs MusicGen on Replicate](https://www.anchorterminal.com/compare/musicgpt-vs-replicate-musicgen.md): E 45.9 vs C 54.3
- [MusicGPT API vs SOUNDRAW API](https://www.anchorterminal.com/compare/musicgpt-vs-soundraw.md): E 45.9 vs F 12
- [MusicGPT API vs Soundverse API](https://www.anchorterminal.com/compare/musicgpt-vs-soundverse.md): E 45.9 vs E 41.9
- [MusicGPT API vs Stable Audio API](https://www.anchorterminal.com/compare/musicgpt-vs-stable-audio.md): E 45.9 vs D 50
- [MusicGen on Replicate vs SOUNDRAW API](https://www.anchorterminal.com/compare/replicate-musicgen-vs-soundraw.md): C 54.3 vs F 12
- [MusicGen on Replicate vs Soundverse API](https://www.anchorterminal.com/compare/replicate-musicgen-vs-soundverse.md): C 54.3 vs E 41.9
- [MusicGen on Replicate vs Stable Audio API](https://www.anchorterminal.com/compare/replicate-musicgen-vs-stable-audio.md): C 54.3 vs D 50
- [SOUNDRAW API vs Soundverse API](https://www.anchorterminal.com/compare/soundraw-vs-soundverse.md): F 12 vs E 41.9
- [SOUNDRAW API vs Stable Audio API](https://www.anchorterminal.com/compare/soundraw-vs-stable-audio.md): F 12 vs D 50
- [Soundverse API vs Stable Audio API](https://www.anchorterminal.com/compare/soundverse-vs-stable-audio.md): E 41.9 vs D 50