Best Music Generation
Models suited to generating musical audio, from simple melodic motifs to richer, layered soundscapes. Selected for coherent structure, usable musicality, and consistent output quality.
Best rated
by MiniMax
MiniMax Music 2.6 is MiniMax’s latest music generation model for full vocal songs and instrumentals from text prompts. It supports natural-language prompts or detailed production-style instructions, follows specified BPM and key with high reliability, and exposes fine-grained song structure control through section tags. The same Music API also supports instrumental generation, lyrics-assisted workflows, and synchronous or streaming delivery.
Featured Models
Top-performing models in this category, recommended by our community and performance benchmarks.
by MiniMax
MiniMax Music Cover is MiniMax’s song-to-song transformation model for reimagining an existing track in a new style. It preserves the original vocal melody while changing voice timbre, instrumentation, genre, and arrangement through a text prompt. It supports one-step generation from reference audio or a two-step workflow with preprocessing and optional lyric editing.
ACE-Step v1.5 XL Base is the 4B DiT variant of ACE-Step 1.5 for high-quality music generation and editing. It supports text-to-music, cover generation, repaint, extract, lego, and complete workflows, uses 50 inference steps with CFG, and is designed for longer-form audio generation up to 10 minutes with broad multilingual prompt support.
ACE-Step v1.5 XL Turbo is the accelerated 4B DiT variant of ACE-Step 1.5. It is optimized for faster music generation with 8-step distilled inference while retaining the higher-capacity XL architecture. It supports text-to-music, cover generation, and repaint workflows, making it suitable for rapid iteration when the 2B turbo model is not enough in audio quality.
ACE-Step v1.5 Base is an open-source music generation foundation model built on a hybrid LLM planner and Diffusion Transformer architecture. It generates full tracks from text prompts with support for voice cloning, lyric editing, remixing, cover generation, and compositions up to 10 minutes. It supports over 50 languages and runs on consumer hardware with under 4GB VRAM.
ACE-Step v1.5 Turbo is a speed-optimized variant of the ACE-Step v1.5 music generation model. It delivers faster inference with fewer denoising steps while retaining the core capabilities of the Base model, including voice cloning, lyric editing, remixing, and multilingual support across 50+ languages.
Mirelo SFX 1.5 converts video into synchronized sound effects and music. It targets higher audio fidelity and wider scene coverage. It helps developers add context aware soundscapes to video pipelines with faster processing and flexible integration options.
by ElevenLabs
Eleven Music v1 is a text to music model for high quality multilingual tracks. Control structure, genre, and style at section level. Generate instrumentals or vocal songs from natural language prompts. Integrate through API for automated soundtrack and content workflows.