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Ranked by user rating × review volume. See all AI Music tools →
Average price: 17 products listed
17 Listings in AI Music Available
Avg rating
,
Price range
$5.99–$12.5/mo
Free options
17 tools
New this quarter
6 added
What is LANDR? LANDR is a creative platform for musicians built around AI mastering. It also offers music distribution to streaming services, audio plugins and online courses. Key capabilities of LANDR Online mastering: Studio-quality AI mastering in the web browser. Mastering plugin: AI mastering inside your DAW. Music distribution: Sell and stream music on major platforms. Audio plugins: Individual plugins and plugin bundles. Online courses: Educational resources for producers. Free account: Create an account without an immediate subscription. How LANDR works You upload a track to LANDR in the browser, and the AI analyzes it and returns a mastered version. The mastering plugin brings the same approach into a DAW. Finished tracks can be sent to streaming services through the distribution product. Who uses LANDR? LANDR is used by independent artists, producers and engineers who need fast mastering and release tools. The platform also serves creators learning production through its courses. LANDR pricing LANDR lets you create a free account. The vendor promotes LANDR Studio from $12.50 per month, and full plan prices are on its pricing page, which did not load fully in this review. LANDR alternatives Alternatives include eMastered, which offers AI mastering, iZotope Ozone, which is a mastering plugin suite, and BandLab, which provides a free browser-based studio with mastering.
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What is Mubert? Mubert is an AI music generation platform that creates royalty-free, customizable soundtracks for creators, agencies and apps. It combines samples from artists to produce original compositions of up to 25 minutes. Key capabilities of Mubert Track generation: Create original tracks from prompts. Stem editing: Edit stems on every plan. Full Track Editor: Control structure, BPM and key on Pro. Lossless export: Download WAV and MP3 on paid plans. Commercial licensing: Monetization rights on Pro and Business. How Mubert works Users describe the mood or style, Mubert renders a track, and plans differ in editing depth: the free plan offers stem editing, Creator adds duration control and Pro unlocks the Full Track Editor for structure, stems, BPM and key. Monthly track counts and downloads scale by plan. Who uses Mubert? Content creators, freelancers, agencies and app developers needing background music use Mubert. Mubert pricing The vendor lists a free plan with 25 tracks per month and 5 downloads for non-commercial use. Annual-billed prices are Creator $11.69 per month, Pro $32.49 and Business $149.29. Tracks cannot be published on streaming platforms or registered in Content ID. Mubert alternatives Soundful generates royalty-free tracks for creators, Stable Audio produces music from prompts, and LANDR offers mastering and distribution tools. Mubert is distinguished by API-ready generation and tiered commercial licensing.
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What is Boomy? Boomy is a song creation and release AI agent offering an AI music app to create songs instantly and release them to streaming platforms. Founded in 2019 and based in Berkeley, California, USA, Boomy helps hobbyist musicians and creators automate song creation and release work and get results faster. Key capabilities of Boomy Instant song creation Vocals Streaming distribution Revenue share Royalty-free licensing Stem downloads How Boomy works Boomy takes settings as input and produces audio. It combines large language models with task-specific AI, with the vendor managing prompts, models and updates. It connects to tools such as YouTube, TikTok, Spotify and Ableton Live, so the agent works inside existing workflows. Who uses Boomy? Boomy is built for hobbyist musicians and creators. It suits teams that want instant song creation and vocals without adding headcount, while keeping people in control of review and final decisions. Boomy vs Suno Boomy is often compared with Suno. Boomy stands out for instant song creation and streaming distribution. The right choice depends on your workflow, integrations and budget, so compare both on a real task.
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What is Udio? Udio is a music generation AI agent offering an AI music generator for creating and remixing songs across genres. Founded in 2023 and based in New York, New York, USA, Udio helps musicians and creators automate music generation work and get results faster. Key capabilities of Udio Text-to-song Remix and extend Inpainting sections Style references Royalty-free licensing Stem downloads How Udio works Udio takes text and audio as input and produces audio. It is powered by Udio (in-house models) models, with the vendor managing prompts, models and updates. It connects to tools such as YouTube, TikTok, Spotify and Ableton Live, so the agent works inside existing workflows. Who uses Udio? Udio is built for musicians and creators. It suits teams that want text-to-song and remix and extend without adding headcount, while keeping people in control of review and final decisions. Udio vs Suno Udio is often compared with Suno. Udio stands out for text-to-song and inpainting sections. The right choice depends on your workflow, integrations and budget, so compare both on a real task.
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What is AIVA? AIVA is an AI music composition tool that generates original songs and soundtracks in more than 250 styles within seconds. Plans differ by monthly downloads, track length, file formats and who owns the copyright. Key capabilities of AIVA Style library: 250+ music styles MP3 and MIDI downloads: available on the free plan All file formats: available on Pro Monthly downloads: 3 on Free, 15 on Standard, 300 on Pro Track length: up to 3, 5 and 5.5 minutes by plan Monetization rights: limited on Standard, unrestricted on Pro How AIVA works You pick a style, generate a composition and download it, with the plan setting how many downloads and which formats you get. On Free and Standard AIVA keeps the copyright, while Pro gives you ownership. Students and schools can request discounts. Who uses AIVA? Content creators on YouTube, Twitch, TikTok and Instagram use Standard, while composers and creators who want to own their music use Pro. Enterprise solutions are also offered. AIVA pricing Free is 0 euros for non-commercial use. Standard is 11 euros a month billed annually and Pro is 33 euros a month billed annually. Prices are in euros, and enterprise plans are available on request. AIVA alternatives Alternatives include Soundraw for customizable tracks, Boomy for quick song creation, Mubert for generative streams, Beatoven.ai for video soundtracks, and Loudly for royalty-free music.
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What is Mureka? Mureka is a song generation AI agent offering an AI music generator by Kunlun Tech that composes full songs with vocals from lyrics or prompts. Founded in 2024 and based in Singapore, Mureka helps creators and musicians automate AI song generation work and get results faster. Key capabilities of Mureka Song generation with vocals Reference-track style Lyrics to song Music API Royalty-free licensing Stem export How Mureka works Mureka takes text and audio as input and produces audio. It is powered by Mureka (Kunlun) models models, with the vendor managing prompts, models and updates. It connects to tools such as YouTube, TikTok, Ableton Live and Logic Pro, so the agent works inside existing workflows. Who uses Mureka? Mureka is built for creators and musicians. It suits teams that want song generation with vocals and reference-track style without adding headcount, while keeping people in control of review and final decisions. Mureka vs Suno Mureka is often compared with Suno. Mureka stands out for song generation with vocals and lyrics to song. The right choice depends on your workflow, integrations and budget, so compare both on a real task.
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What is Cyanite? Cyanite is a music tagging and search AI agent offering AI that tags music catalogs and powers similarity and free-text search for music libraries. Founded in 2019 and based in Mannheim, Germany, Cyanite helps music publishers, labels and libraries automate AI music tagging and search work and get results faster. Key capabilities of Cyanite Auto-tagging Similarity search Free-text music search Catalog insights Royalty-free licensing Stem export How Cyanite works Cyanite takes audio as input and produces text and insights. It combines large language models with task-specific AI, with the vendor managing prompts, models and updates. It connects to tools such as YouTube, TikTok, Ableton Live and Logic Pro, so the agent works inside existing workflows. Who uses Cyanite? Cyanite is built for music publishers, labels and libraries. It suits teams that want auto-tagging and similarity search without adding headcount, while keeping people in control of review and final decisions. Cyanite vs Musiio Cyanite is often compared with Musiio. Cyanite stands out for auto-tagging and free-text music search. The right choice depends on your workflow, integrations and budget, so compare both on a real task.
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What is Riffusion? Riffusion is a song generation AI agent offering an AI music generator that creates full songs with vocals from prompts and lyrics. Founded in 2022 and based in San Francisco, California, USA, Riffusion helps creators and music fans automate song generation work and get results faster. Key capabilities of Riffusion Prompt-to-song Lyrics and vocals Remix and extend Compose from audio Royalty-free licensing Stem downloads How Riffusion works Riffusion takes text and audio as input and produces audio. It is powered by Riffusion (in-house models) models, with the vendor managing prompts, models and updates. It connects to tools such as YouTube, TikTok, Spotify and Ableton Live, so the agent works inside existing workflows. Who uses Riffusion? Riffusion is built for creators and music fans. It suits teams that want prompt-to-song and lyrics and vocals without adding headcount, while keeping people in control of review and final decisions. Riffusion vs Suno Riffusion is often compared with Suno. Riffusion stands out for prompt-to-song and remix and extend. The right choice depends on your workflow, integrations and budget, so compare both on a real task.
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What is Kits.ai? Kits.ai is an AI music voice AI agent offering an AI voice platform for musicians to convert vocals, train custom voice models and separate stems. Kits.ai helps music producers and artists automate AI music voice work and get results faster. Key capabilities of Kits.ai Vocal conversion Custom voice training Stem splitting Licensed artist voices Voice conversion Custom voice model training How Kits.ai works Kits.ai takes audio as input and produces audio. It combines large language models with task-specific AI, with the vendor managing prompts, models and updates. It connects to tools such as DAWs, Web browsers, REST APIs and WAV and MP3, so the agent works inside existing workflows. Who uses Kits.ai? Kits.ai is built for music producers and artists. It suits teams that want vocal conversion and custom voice training without adding headcount, while keeping people in control of review and final decisions. Kits.ai vs Voicemod Kits.ai is often compared with Voicemod. Kits.ai stands out for vocal conversion and stem splitting. The right choice depends on your workflow, integrations and budget, so compare both on a real task.
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What is Soundful? Soundful is a royalty-free AI music AI agent offering an AI music generator that creates royalty-free tracks by genre and mood for creators and brands. Founded in 2019 and based in Los Angeles, California, USA, Soundful helps creators, streamers and brands automate royalty-free AI music work and get results faster. Key capabilities of Soundful Genre and mood templates Royalty-free tracks Stem downloads Custom brand music Royalty-free licensing Stem export How Soundful works Soundful takes text and settings as input and produces audio. It combines large language models with task-specific AI, with the vendor managing prompts, models and updates. It connects to tools such as YouTube, TikTok, Ableton Live and Logic Pro, so the agent works inside existing workflows. Who uses Soundful? Soundful is built for creators, streamers and brands. It suits teams that want genre and mood templates and royalty-free tracks without adding headcount, while keeping people in control of review and final decisions. Soundful vs Soundraw Soundful is often compared with Soundraw. Soundful stands out for genre and mood templates and stem downloads. The right choice depends on your workflow, integrations and budget, so compare both on a real task.
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What is Soundraw? SOUNDRAW is an AI music generator that creates royalty-free, original tracks for creators, artists and businesses. Its algorithms are trained on in-house produced material, and tracks can be customized before download. Key capabilities of Soundraw Track generation: Create original royalty-free tracks. Customization: Adjust generated tracks. MP3 downloads: Available on every paid plan. WAV and stems: Artist plans for DAW editing. Perpetual license: Worldwide license with no copyright claims. How Soundraw works You generate a track, customize it to fit your project, and download it in the format your plan allows: Creator provides MP3, while Artist plans add WAV and separate stems for editing in a DAW. Tracks carry a worldwide, perpetual license with no copyright claims. Who uses Soundraw? Video creators, musicians and businesses needing licensed background music use SOUNDRAW, and artists keep royalties on streaming platforms. Soundraw pricing The vendor lists Creator at $5.99 per month, Artist Starter at $10.49, Artist Pro at $12.59 and Artist Unlimited at $17.49, with Enterprise custom. The page does not state whether these are monthly or annual-billed rates. Trial generation is available without a plan. Soundraw alternatives Soundful generates royalty-free tracks for creators, Moises focuses on stem separation, and Mureka generates AI songs. SOUNDRAW is distinguished by in-house trained models and licensing that lets artists keep royalties.
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What is Suno? Suno is a song creation AI agent offering an AI music platform that creates full songs with vocals and instrumentals from a prompt. Founded in 2022 and based in Cambridge, Massachusetts, USA, Suno helps creators and music fans automate song creation work and get results faster. Key capabilities of Suno Prompt-to-song Custom lyrics Stems and editing Suno Studio Royalty-free licensing Stem downloads How Suno works Suno takes text and audio as input and produces audio. It is powered by Suno (in-house models) models, with the vendor managing prompts, models and updates. It connects to tools such as YouTube, TikTok, Spotify and Ableton Live, so the agent works inside existing workflows. Who uses Suno? Suno is built for creators and music fans. It suits teams that want prompt-to-song and custom lyrics without adding headcount, while keeping people in control of review and final decisions. Suno vs Udio Suno is often compared with Udio. Suno stands out for prompt-to-song and stems and editing. The right choice depends on your workflow, integrations and budget, so compare both on a real task.
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Saaskart Market Grid™
Explore how leading AI Music solutions compare based on customer satisfaction, market presence, adoption, and buyer feedback. The Market Grid helps you identify category leaders, high-performing solutions, and emerging products within the AI Music ecosystem.
Category Leader
Soundraw
#1 in AI Music
Best Value AI Music
Soundraw
From $6/mo
Trending
Soundraw
Most viewed
Market Insights
Derived from live Saaskart marketplace data, engagement, reviews, and pricing for this category.
Live Rankings
AI music tools generate original tracks, instrumentals, vocals, and sound from text prompts or inputs, for content creators, marketers, and producers, with licensing and originality as key considerations. This guide explains what AI music software is, how it works, what matters, and how to choose one.
AI music tools generate original tracks, instrumentals, vocals, and sound from text prompts or inputs, for content creators, marketers, and producers, with licensing and originality as key considerations. This guide explains what AI music software is, how it works, what matters, and how to choose one.
AI music software uses generative models to create music, full tracks, instrumentals, loops, melodies, and increasingly vocals, from text prompts, style references, or simple inputs, plus tools for editing, stems, and sound design.
Tech stacks
See where ai music fits in a complete stack, with the other software, AI agents and services each business needs.
It is used for background music in video and podcasts, marketing and social content, game and app audio, and as a creative aid for musicians and producers.
The category spans royalty-free generation tools, producer-focused assistants, and sound/voice generation. Buyers weigh output quality and control, commercial licensing and originality, and how the tool fits a content or production workflow.
A user describes the desired music (genre, mood, length, instruments) or provides a reference; the model generates one or more tracks the user can regenerate, edit, or export, sometimes with separated stems.
Platforms combine generative audio models with controls for style, structure, and length, plus editing, stems, and licensing, and may offer text-to-vocals or sound-effect generation.
Creators generate and refine tracks, confirm commercial rights, and export audio into video, podcast, game, or marketing workflows.
Create original tracks and instrumentals from prompts describing genre, mood, and length.
Control instrumentation, tempo, mood, and song structure to fit the use case.
Separate and edit stems for finer control and integration into productions.
Generate vocals, sound effects, and audio elements beyond instrumental tracks.
Clear royalty-free or licensed rights so creators can publish and monetize.
Export in standard formats for video, podcast, game, and DAW workflows.
Generate custom tracks in minutes without licensing fees or hiring composers for routine needs.
Avoid copyright strikes with rights-cleared music for video and social.
Give musicians and producers ideas, sketches, and stems to build on.
Tailor mood, length, and style precisely to each project.
Produce many variations for testing and personalization.
| Type | Best for | Ideal size | Pros | Limitations |
|---|---|---|---|---|
| Royalty-free generators | Background music for content | Creators to enterprise | Fast, rights-cleared, easy | Less fine creative control |
| Producer assistants | Stems, ideas, production aid | Musicians and producers | Creative control and stems | Steeper learning curve |
| Vocal & sound generation | Vocals, SFX, audio elements | Any | Beyond instrumentals | Consent and rights for voices |
| Embedded music in tools | Music inside video/content tools | Any | In-context, no switching | Limited library/control |
Media: Score video, podcasts, and content with royalty-free tracks.
Technology: Generate audio for apps, games, and marketing.
Retail & E-commerce: Create music for ads and social content at scale.
Education: Add affordable music to learning content.
Professional Services: Produce background music for presentations and videos.
Gaming: Generate adaptive and background game audio.
Test on your genres and use cases; evaluate quality plus control over style, length, and structure.
Confirm clear commercial/royalty-free rights and, ideally, indemnification for published content.
Check safeguards against generating copyrighted or infringing material.
For production, verify stem separation and editing capabilities.
Confirm formats and fit with your video, podcast, or DAW workflow.
Understand credit, track, or seat pricing and how it scales.
AI music quality, control, and length are advancing toward production-grade, customizable tracks.
Stem-level generation and editing are giving producers finer creative control.
Licensing frameworks and provenance are maturing to clarify rights and disclosure.
Buyers should prioritize output quality and control, clear commercial licensing, originality safeguards, and workflow fit.
AI music software uses generative models to create original music, full tracks, instrumentals, loops, melodies, and increasingly vocals and sound effects, from text prompts, style references, or simple inputs, plus tools for editing and stems. It's used for background music in video and podcasts, marketing and social content, game and app audio, and as a creative aid for musicians and producers.
Most content-focused tools grant royalty-free or commercial rights, and some offer indemnification, but terms vary by vendor and plan and the legal landscape is evolving. Always review the specific license for your use case (including monetized video and ads), and confirm the tool's safeguards against generating infringing material.
For background music in content, marketing, and apps, quality is often more than sufficient and improving fast. For featured or artistic music, AI works best as a starting point or production aid that musicians refine. Quality and control vary by genre, so test on your specific needs before relying on it.
Reputable tools aim to generate original output and include safeguards, but the field is legally evolving. Avoid prompts that imitate specific copyrighted songs or artists, review the vendor's originality protections and licensing terms, and confirm commercial rights before publishing or monetizing.
Increasingly, yes, some tools generate sung or spoken vocals. This raises voice-likeness and consent issues, especially if mimicking a real artist's voice. Only use vocal generation where you have rights and consent, and confirm the vendor's policies on voice cloning and misuse.
It depends on the vendor. Check whether your prompts and any uploaded audio are used to train shared models, and review retention and security policies. Enterprise or pro plans may offer stronger guarantees and commercial protections.
Common models are credit- or track-based usage, per-seat subscriptions, or a hybrid, often with tiers for commercial rights, stems, and download limits. Estimate your monthly track volume and required rights to compare true cost.
Prioritize output quality and control for your genres, clear commercial/royalty-free licensing, originality safeguards, stems and editing if you produce, export and workflow fit, and pricing. Trial it on your real projects and confirm rights before adopting.
