LyricToMelody AI vs ACE Studio

LyricToMelody AI9.4Visit ACE Studio9.0Visit

Higher score LyricToMelody AI #1 in AI Singing Voice Generators 9.4/10 Free plan Free plan✓ 4 of 4 features Visit LyricToMelody

vs

ACE Studio #3 in AI Singing Voice Generators 9.0/10 Paid ✓ 4 of 4 features Visit ACE Studio

• LyricToMelody AI fits best

  Songwriters building complete vocal arrangements

• ACE Studio fits best

  Creators wanting cloning and MIDI generation

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Side by side

Feature	LyricToMelody AI 9.4/10 Visit ↗	ACE Studio 9.0/10 Visit ↗
At a glance
Editor score	9.4	9.0
Ranking	#1 in AI Singing Voice Generators	#3 in AI Singing Voice Generators
Best for	Songwriters building complete vocal arrangements	Creators wanting cloning and MIDI generation
Pricing model	Free plan + paid	Paid
Starting price	$10/mo	—
Free plan	✓ (best)	—
Free trial	—	—
Deployment	Cloud	Cloud, Desktop
Platforms	Web	Windows, macOS
Support	Email	Email, Docs
Integrations	5 integrations	2 integrations
Built for	Solo, Small business, Mid-market	Solo, Small business, Mid-market
Features LyricToMelody AI 4/4 · ACE Studio 4/4
Voice cloning	✓	✓
Vocal input	✓	✓
MIDI support	✓	✓
Stem export	✓	✓
Specs
Supported languages	Not checked yet	8 languages
Export formats	MIDI, MP3, WAV, PCM	WAV, MP3, MID, UFData, CLIPS, ACET
Commercial use	Paid_plan	Allowed
Our review
Pros	Generates melodies and sung vocal drafts from lyrics or MIDI Supports custom singing-voice training from uploaded or recorded vocals Exports MIDI, audio, and separate stems for DAW production	Generates singing vocals from MIDI and lyrics Supports custom singing voice cloning and vocal-to-MIDI conversion Offers separate-track rendering, stem splitting, and DAW integration
Cons	Starter projects are retained for 7 days Commercial rights are included on paid plans Available as a web application rather than a desktop app	No free plan is available Runs only on Windows and macOS Paid plan licensing has voice- and feature-specific exceptions
Our verdict	LyricToMelody AI is a browser-based songwriting and music-production tool for songwriters, producers, independent artists, and creative teams. It turns lyrics into melody ideas and AI-sung vocal demos, accepts MIDI melodies for guide-vocal… Read the review →	ACE Studio is a paid desktop AI music workstation for music producers and creators who need more than text-to-vocal generation. It creates singing vocals from MIDI and lyrics, supports custom voice cloning from uploaded vocal samples, and… Read the review →

Strengths and trade-offs

• LyricToMelody AI — where it wins

  • Generates melodies and sung vocal drafts from lyrics or MIDI
  • Supports custom singing-voice training from uploaded or recorded vocals
  • Exports MIDI, audio, and separate stems for DAW production

  Where it doesn't

  • Starter projects are retained for 7 days
  • Commercial rights are included on paid plans
  • Available as a web application rather than a desktop app

• ACE Studio — where it wins

  • Generates singing vocals from MIDI and lyrics
  • Supports custom singing voice cloning and vocal-to-MIDI conversion
  • Offers separate-track rendering, stem splitting, and DAW integration

  Where it doesn't

  • No free plan is available
  • Runs only on Windows and macOS
  • Paid plan licensing has voice- and feature-specific exceptions

• LyricToMelody AI9.4/10 · Free plan

  A broad songwriting workspace for building vocal drafts, arrangements, and DAW-ready exports.

  Visit LyricToMelodyFull verdict →
• ACE Studio9.0/10 · Paid

  A broad desktop toolkit for AI singing generation, cloning, conversion, and vocal editing.

  Visit ACE StudioFull verdict →