AI Music Creation: From Suno to Udio — A Producer's Honest Take

As a music producer with 15 years of experience, I approached AI music tools with healthy skepticism. After three months of intensive testing — creating over 200 tracks across genres — I can say the technology is simultaneously more impressive and more limited than the hype suggests.

This isn't a review from someone who's never opened a DAW. It's an assessment from someone who understands music theory, production techniques, and what makes a track actually work in professional contexts.

The Current State of AI Music

AI music generation in 2025 falls into two categories:

1. Full song generation — Tools that create complete tracks from text prompts (Suno, Udio)
2. Production assistance — Tools that help human musicians compose, arrange, and produce (AIVA, Soundraw, Boomy)

Both have legitimate uses, but they serve very different needs.

Full Song Generators

Suno v4

Suno has become the default name in AI music generation, and for good reason. Version 4 produces remarkably coherent songs with proper structure (verse, chorus, bridge), genre-appropriate instrumentation, and surprisingly natural vocals.

What impressed me:

• Genre versatility — convincing results across pop, rock, hip-hop, electronic, jazz, and classical
• Vocal quality — natural phrasing, emotional delivery, and clear diction
• Song structure — proper musical form with satisfying progressions
• Lyric interpretation — understands mood, metaphor, and narrative

Where it falls short:

• Mix quality is inconsistent — sometimes muddy, sometimes over-compressed
• Repetitive patterns in longer songs
• Limited control over specific musical elements
• Can't iterate on individual sections

Best use case: Background music, content creation, rapid prototyping of song ideas

Historical pricing note — verify with provider: Free tier (10 songs/day); Pro at $10/month (500 songs) Historical 2025 rating — unverified: 8.8/10

Udio

Udio takes a more experimental approach, often producing more creative and unexpected results than Suno. The trade-off is less consistency — you might need more generations to get something usable.

What impressed me:

• More creative arrangements and unexpected musical choices
• Better handling of complex genres (progressive rock, jazz fusion)
• Superior audio fidelity in the best outputs
• More natural-sounding instrumental performances

Where it falls short:

• Less consistent quality — more hits but also more misses
• Vocal artifacts more common than Suno
• Longer generation times
• Less intuitive interface

Best use case: Creative exploration, unique soundscapes, experimental projects

Historical pricing note — verify with provider: Free tier; Standard at $10/month Historical 2025 rating — unverified: 8.5/10

Production Assistance Tools

AIVA

AIVA (Artificial Intelligence Virtual Artist) is designed for composers who want AI assistance rather than replacement. It generates MIDI compositions that you can import into your DAW and customize completely.

What impressed me:

• Outputs editable MIDI — full control over every note
• Understands music theory deeply — proper voice leading, harmonic progressions
• Genre-specific models trained on classical, cinematic, and game music
• Emotional targeting — specify the feeling and get appropriate musical content

Where it falls short:

• Requires music production knowledge to use effectively
• Generated arrangements can feel formulaic
• Limited to MIDI — no audio generation

Best use case: Film scoring, game music, classical composition assistance

Historical pricing note — verify with provider: Free tier; Standard at $15/month (copyright ownership) Historical 2025 rating — unverified: 8.6/10

Soundraw

Soundraw generates royalty-free music with granular control over mood, genre, instruments, and energy level. The real-time customization feature lets you adjust the generated music to fit your exact needs.

What impressed me:

• Real-time adjustment of energy, instruments, and arrangement
• Consistent quality — rarely produces unusable output
• Clear licensing — full commercial rights included
• Stems available for further editing

Where it falls short:

• Sounds more "stock music" than creative
• Limited genre range compared to Suno/Udio
• Can't generate vocals
• Repetitive patterns in longer pieces

Best use case: YouTube background music, podcast intros, corporate video

Historical pricing note — verify with provider: Starts at $16.99/month Historical 2025 rating — unverified: 8.2/10

Boomy

Boomy is the most accessible music creation tool — designed for people with zero musical experience. Create a track in seconds, then distribute it to streaming platforms directly from the app.

What impressed me:

• Truly zero learning curve
• Direct distribution to Spotify, Apple Music, etc.
• Revenue sharing model (80% to creator)
• Community features for collaboration

Where it falls short:

• Limited customization options
• Quality ceiling is lower than other tools
• Streaming revenue is minimal for most users
• Less suitable for professional use

Best use case: Casual music creation, learning music basics, social media content

Historical pricing note — verify with provider: Free tier; Subscription at $9.99/month Historical 2025 rating — unverified: 7.5/10

Splash Pro

Splash Pro targets content creators who need custom music but don't want to learn production. It generates music that's specifically designed for social media, gaming, and video content.

What impressed me:

• Optimized for short-form content (15-60 seconds)
• Genre-appropriate energy curves
• Quick iteration — generate dozens of options in minutes
• Built-in video sync features

Where it falls short:

• Not suitable for full-length songs
• Limited to specific content-creation genres
• Less creative range than Suno/Udio

Best use case: TikTok/Reels music, gaming streams, short video content

Historical pricing note — verify with provider: Free tier; Pro at $7.99/month Historical 2025 rating — unverified: 7.8/10

A Producer's Verdict

After 200+ generated tracks, here's my honest assessment:

AI music is ready for:

• Background and ambient music
• Content creation (YouTube, podcasts, social media)
• Rapid prototyping and ideation
• Learning and experimentation
• Stock music replacement

AI music is NOT ready for:

• Professional releases competing with human artists
• Live performance
• Complex emotional storytelling through music
• Genre-pushing creative work
• Replacing the human creative process

The technology is impressive, but it produces "competent" music rather than "compelling" music. It can replicate patterns but not innovate. It can generate emotion but not feel it.

Frequently Asked Questions

Q: Can I use AI-generated music commercially? A: Yes, with caveats. Suno, Udio, and Soundraw all offer commercial licenses with paid plans. However, copyright law around AI-generated music is still evolving. For high-stakes commercial use, consult a music attorney.

Q: Will AI replace musicians? A: For certain applications (stock music, background tracks), AI is already replacing human composers. For artistic expression, live performance, and creative innovation, human musicians remain irreplaceable. The most likely future is human-AI collaboration.

Q: Can AI music be copyrighted? A: This is legally unsettled. The U.S. Copyright Office has indicated that purely AI-generated works cannot be copyrighted, but works with substantial human creative input can be. Most platforms grant usage rights rather than copyright ownership.

Q: Which tool should a beginner start with? A: Suno for full song generation (most consistent results), Boomy for the easiest experience, or AIVA if you want to learn music composition with AI assistance.

Q: How do professional musicians feel about AI music? A: Opinions are divided. Many see it as a useful tool for demos and ideation. Others view it as a threat to livelihood, particularly in stock music and jingle production. The consensus is shifting toward "learn to use it or be left behind."