Text to Audio Models

Tracked text to audio models monitored by OpenModelStats. Rankings below compare tracked models against each other — see the methodology for scope and limitations.

Top-10 combined DL 30D
2.5M
Tasks directory position
See all tasks
Growth history
Accumulating
Last refresh
Aug 24, 2026

Trending now

#ModelDL 30D7D
1MiniMax-Music3MiniMaxAI17.4K
2midashenglm-genmispeech865
3MiniMax-Music3-GGUFAbiray6,414
4minimax-music3-concept-slidersntc-ai0
5MiniMax-Music-3-Turbo-FP8guillaume1270
6Ace-Step1.5ACE-Step51.6K
7stable-audio-3-mediumstabilityai48.9K
8minimax-music3-GGUFChrisColeTech2,889
9MiniMax-Music3-GGUFaudio-cpp25.9K
10stable-audio-open-1.0stabilityai21.5K

Most downloaded

ModelDL 30D7D
musicgen-mediumfacebook2M
musicgen-smallfacebook280.8K
musicgen-largefacebook93.7K
Ace-Step1.5ACE-Step51.6K
stable-audio-3-mediumstabilityai48.9K
MiniMax-Music3-GGUFaudio-cpp25.9K
stable-audio-open-1.0stabilityai21.5K
musicgen-melodyfacebook21K
stable-audio-3-small-sfxstabilityai19.5K
MiniMax-Music3MiniMaxAI17.4K

New & notable

Published within the last 90 days with meaningful traction.

ModelDL 30D7D gained
MiniMax-Music3-GGUFaudio-cpp25.9K
MiniMax-Music3MiniMaxAI17.4K
magenta-realtime-2google7,021
audio.cpp-ggufCaptainArni6,944
MiniMax-Music3-GGUFAbiray6,414
demodokos-foundry-music-v4cmp-nct4,138
minimax-music3-GGUFChrisColeTech2,889
thinksound-ggufilintar2,559
acestep-v15-xl-sft-diffusersACE-Step1,819
moss-soundeffect-ggufilintar1,559
Text to Audio Models — Most Downloaded & Trending | OpenModelStats