Best AI Music Generation Models in 2025: Which One Should You Use?

AI music generation has reached a turning point. No longer just an experiment in machine learning labs, tools powered by models like Suno, AIVA, Boomy, and MusicGen are now used by content creators, hobbyists, and even professional musicians. But when it comes to choosing the best AI music generation model, the options are overwhelming.

Each platform claims to generate radio-quality tracks at the click of a button—but do they really deliver? And which AI model is best suited to your workflow: whether you're scoring a short film, producing a beat, or just trying to add copyright-safe background music to a YouTube video?

In this guide, we dive deep into the current top-tier AI music generation models, test their strengths and weaknesses, and help you decide what works best based on real use cases, pricing, output quality, and customization features.

What Makes an AI Music Generation Model the “Best”?

Before jumping into comparisons, let’s define what we mean by “best.” The answer depends on your needs:

• For producers and musicians, quality, structure, and genre control matter most.

• For content creators, speed, ease of use, and royalty-free rights are the top priority.

• For developers and researchers, API access and model transparency are critical.

So, our comparison will focus on four criteria:

1. Output quality

2. Customization

3. User experience

4. Licensing and flexibility

Top 5 Best AI Music Generation Models in 2025

Here’s a breakdown of the most popular and capable AI music generation models available right now.

1. Suno AI (Model v3)

Suno has rapidly become a leader in AI music thanks to its unique approach—generating full songs with vocals, lyrics, and melody based on natural language prompts.

• Strength: Generates full songs with humanlike vocals.

• Prompt Type: Text-to-song (e.g., “a 90s rock anthem about freedom”).

• Best For: Songwriters, vocalists, YouTubers.

• Output: High-fidelity MP3, typically 1–2 minutes.

• Limitations: Less control over chord structure or mixing.

• Pricing: Free with credits, Pro plan starts at ~$10/month.

  
  

2. AIVA (Artificial Intelligence Virtual Artist)

AIVA focuses on classical music composition and cinematic scores. It’s designed for orchestrated arrangements and sheet music outputs.

• Strength: Score-based generation with customizable key, tempo, mood.

• Prompt Type: Genre/style templates + manual tweaks.

• Best For: Film composers, educators, and creators needing emotional scoring.

• Output: MIDI, MP3, and sheet music.

• Limitations: No lyrics or vocals.

• Pricing: Free plan; Pro at €15/month.

  
  

3. Meta’s MusicGen

Developed by Meta AI, MusicGen is an open-source model capable of producing instrumental music from text or audio conditioning. You can run it locally or use it through Hugging Face demos.

• Strength: Open-source; great for developers.

• Prompt Type: Text-to-instrumental (e.g., “fast-paced jazz with saxophone”).

• Best For: AI researchers, indie developers.

• Output: WAV audio.

• Limitations: No vocals; limited UI for non-technical users.

• Pricing: Free, depending on compute access.

4. Boomy

Boomy automates music creation in various popular genres, from hip hop to EDM. It allows basic customization and publishing to streaming platforms.

• Strength: Instant track generation for social media and streaming.

• Prompt Type: Genre + template customization.

• Best For: Beginners, TikTokers, indie artists.

• Output: MP3, streaming-ready.

• Limitations: Repetitive sound palette; lower dynamic range.

• Pricing: Free tier available; paid plans from $9.99/month.

  
  

5. Loudly AI Music Studio

Loudly combines AI-generated stems with manual arrangement tools, offering more structure than most platforms while remaining beginner-friendly.

• Strength: Loop-based generation with editable stems.

• Prompt Type: Genre + theme.

• Best For: YouTubers, editors, indie creators.

• Output: MP3, WAV, multitrack.

• Limitations: No vocals or advanced chord structure.

• Pricing: Free trial; $9.99/month for Pro.

  
  

Real-World Comparison Table

Pros and Cons of Using AI Music Generation Models

Pros:

• Save hours of composition time.

• Accessible to non-musicians.

• No need for DAWs or music theory background.

• Great for content monetization with royalty-free tracks.

Cons:

• Limited flexibility for advanced producers.

• Still evolving in terms of emotional depth and transitions.

• Vocals can sound robotic or synthetic, depending on the model.

• Output length often capped at ~2 minutes.

Frequently Asked Questions

What’s the most advanced AI music generation model today?
Suno is currently leading in vocal track generation, while AIVA is ahead for classical compositions. MusicGen offers the most flexibility for developers.

Can I sell music made with AI generation models?
Yes—platforms like Boomy and Suno grant users commercial rights. Always check individual license terms before publishing.

Is AI-generated music copyright-free?
In most cases, yes. AI platforms usually grant a license for commercial use, but attribution rules may vary.

Do any AI models allow for MIDI or sheet music exports?
AIVA does, and MusicGen can be modified to support MIDI via additional tooling. Others like Boomy or Suno do not support it natively.

Conclusion: Which AI Music Generator Is Best for You?

If you're a creator looking for catchy background music, Boomy and Canva’s integration with Soundraw offer a quick fix. If you’re aiming for emotional depth in cinematic scoring, AIVA is unmatched. For full vocal songs, Suno AI is currently the industry leader.

Meanwhile, developers and researchers may gravitate toward MusicGen for its open-source flexibility and local deployment options. The “best” AI music model, in the end, depends on your use case—but the tools in 2025 are mature enough to generate music that’s ready for stage, screen, and stream.

Learn more about AI MUSIC TOOLS