AI music generation cost per track: what 8 platforms actually charge once you divide the bill by output (2026)

**Suno** is the platform most people mean when they say 'AI music generator.' You type a prompt or paste lyrics, pick a style, and it returns a full song with vocals in roughly 30 seconds. The Pro plan at $10/month (https://suno.com/pricing) gives 500 songs and commercial rights, which is the cheapest licensed path to vocal-driven AI music on the market. The hero feature is vocals: you can clone vocal style references, generate hooks, and iterate on lyrics in-product. The trade-off is that mastering is inconsistent and you do not get clean stems at the entry tier.

**Udio** is the closest direct competitor. Pricing matches Suno exactly at $10/month for Standard with 1,200 songs and $30/month for Pro with 4,800 songs (https://www.udio.com/pricing), and most engineers I trust prefer Udio's mastering and frequency response. Udio Pro also delivers cleaner stems for editing, which matters if you intend to drop the AI-generated track into a Logic or Ableton session. If you are choosing between the two on pure unit cost, Udio is roughly two and a half times cheaper per song at the entry paid tier — but Suno still wins on prompt fidelity for very specific genre callouts.

**Stable Audio** is Stability AI's diffusion-based model, and it is built for producers, not consumers. Pro at $11.99/month buys 500 generations, Studio at $24.99 buys 1,500, and Max at $89.99 buys 10,000 (https://stableaudio.com/pricing). The output is instrumental and built around loops, transitions, and stems — there is no vocal generation. If your job is to deliver a 16-bar instrumental hook to a producer who will then arrange it, Stable Audio's stem export and clean tail handling beat Suno and Udio. If you want a finished song with vocals, it is the wrong tool.

**Soundraw** is a different category entirely. Creator at $16.99/month and Artist at $39.99/month buy unlimited royalty-free downloads (https://soundraw.io/pricing), which means the per-track cost approaches zero at any reasonable usage. You do not generate songs from text prompts; you tune parameters like mood, length, and instrument and the system arranges variations. This is the right tool for YouTubers and agencies cranking out high volume background music where the per-track price needs to be effectively zero.

**AIVA** is the orchestral specialist. Standard at €15/month is explicitly non-commercial, and you need Pro at €49/month for 300 downloads and full ownership of the composition (https://www.aiva.ai/pricing). AIVA exports MIDI, which means film, game, and ad composers can take the generated stems into Cubase or Logic and finish the arrangement with real instruments. **Beatoven.ai** ($20/month Pro for 15 downloads, $99/month Premium for 75; https://www.beatoven.ai/pricing) is purpose-built for mood-based background, **Mubert** ($14 Creator, $39 Pro, $199 Business; https://mubert.com/render/pricing) is API-first for app integrations, and **ElevenLabs Music** is bundled into the broader Creator+ plans (https://elevenlabs.io/pricing) rather than sold as a separate product.

The honest comparison is monthly price divided by included quota, normalized to commercial-use tiers. **Udio** Standard is the cheapest licensed AI song on the market by a wide margin: $10 divided by 1,200 songs equals roughly $0.0083 per track (https://www.udio.com/pricing). **Suno** Pro at $10 divided by 500 songs is $0.02 per track (https://suno.com/pricing), and Premier at $30 divided by 2,000 is $0.015. These are the cheapest vocal-bearing songs you can buy with commercial rights, full stop.

**Stable Audio** comes in at roughly $0.024 per generation on Pro ($11.99 / 500), $0.017 on Studio ($24.99 / 1,500), and $0.009 on Max ($89.99 / 10,000) per https://stableaudio.com/pricing. The Max tier is genuinely competitive on price per track if you are producing instrumental and loop content at scale. **Mubert** Creator is roughly $0.56 per track ($14 / 25), Pro is $0.39 per track ($39 / 100), and Business is $0.40 per track ($199 / 500) — Mubert is priced for app developers paying for API-grade integration, not for individual creators chasing the lowest unit cost.

**Beatoven.ai** is dramatically more expensive per track: Pro at $20 for 15 downloads is roughly $1.33 each, and Premium at $99 for 75 is $1.32 (https://www.beatoven.ai/pricing). **AIVA** Standard at €15 for 15 downloads is €1.00 per track but is non-commercial, and Pro at €49 for 300 downloads is roughly €0.16 per track with full ownership (https://www.aiva.ai/pricing). On strict per-track math, AIVA Pro is fairly priced if you actually need 300 orchestral pieces a month — most teams do not.

**Soundraw** breaks the math entirely. Creator at $16.99 and Artist at $39.99 buy unlimited downloads, so the per-track cost is whatever total volume you actually ship divided into the flat monthly fee (https://soundraw.io/pricing). If your channel pushes 100 background tracks a month, Soundraw Creator works out to $0.17 per track. If you push 1,000, it is $0.017 per track. Volume rewards Soundraw more than any other platform on this list, and that is the entire business model.

**ElevenLabs Music** is harder to price per track because it consumes the shared ElevenLabs credit pool that you also spend on voice generation (https://elevenlabs.io/pricing). The honest answer is that if you are already paying for ElevenLabs Creator or higher for voiceover, the music capability is effectively a free add-on. If you are not already on ElevenLabs for voice, paying purely for the music feature is the wrong reason to subscribe — Suno or Udio will be cheaper per track. Pair this analysis with our AI voiceover tools comparison to model the bundled cost properly.

The single most expensive mistake in AI music is shipping a track on a license tier that did not actually grant commercial rights. **AIVA** Standard at €15/month is explicitly personal use only (https://www.aiva.ai/pricing); if you put that track on a monetized YouTube video, you are out of compliance. AIVA Pro at €49/month is the first AIVA tier that grants full ownership. **Suno** free tier is non-commercial — you need Pro at $10/month to use generated songs in monetized content (https://suno.com/pricing).

**Udio** free tier is similarly non-commercial; Standard at $10/month grants commercial rights (https://www.udio.com/pricing). **Stable Audio** Pro at $11.99/month grants commercial rights with stem ownership (https://stableaudio.com/pricing), which is a meaningful upgrade over competitors that gate stems behind higher tiers. **Soundraw** Creator at $16.99/month grants commercial rights on downloads (https://soundraw.io/pricing) — this is the model that makes the unlimited-download deal viable for creators.

**Beatoven.ai** Pro at $20/month grants commercial use on downloads (https://www.beatoven.ai/pricing). The Premium tier at $99/month is positioned for agencies producing client work at scale, and the per-track economics only make sense if you bill the music through to clients as a line item. **Mubert** Creator at $14/month grants commercial rights for content creators; Pro and Business unlock broader use in apps and games (https://mubert.com/render/pricing).

**ElevenLabs Music** falls under ElevenLabs' commercial use terms tied to your plan tier (https://elevenlabs.io/pricing). Read the specific commercial-use language for your tier before shipping — ElevenLabs has historically been clear about commercial rights on paid plans, but the music feature is newer and you should not assume voice-tier terms transfer one-for-one. The pattern across all eight vendors is consistent: free tiers do not grant commercial rights, the first paid tier does, and stem export typically requires a higher tier.

The training-data lawsuit risk is the second landmine. Suno and Udio both have ongoing litigation with major labels as of June 2026, and while paying customers are generally protected by vendor indemnification clauses, larger brands should confirm indemnification language before shipping AI music in a major campaign. AIVA, Stable Audio, Soundraw, Beatoven, and Mubert have cleaner training-data provenance stories, which matters disproportionately for legal and brand-safety review.

**Suno** and **Udio** are browser-first consumer experiences. You generate inside the web app, download the WAV or MP3, and import into your DAW or video editor manually. Suno has limited API access for higher tiers (https://suno.com/pricing); Udio does not expose a public API as of June 2026 (https://www.udio.com/pricing). If you need to embed song generation into a product, neither is the right pick. They are for humans clicking buttons, not for pipelines.

**Stable Audio** offers API access at the enterprise tier (https://stableaudio.com/pricing) and an open-source model lineage that some teams self-host for stricter data residency. This is the only vendor on the list with a credible self-host story — Suno, Udio, AIVA, Soundraw, Beatoven, and Mubert are all SaaS-only. If your security team has flagged 'no third-party music vendor on the network,' Stable Audio is the only path to AI-generated music inside your environment, full stop.

**Mubert** is the API-native option (https://mubert.com/render/pricing). Mubert was built for developers integrating generative music into apps, games, fitness platforms, and livestreams. The Business tier at $199/month with 500 tracks is priced for product integration, not for individual creators. **Beatoven.ai** also offers API access on higher tiers (https://www.beatoven.ai/pricing) targeting product integrations for mood-based scoring.

**Soundraw** has no API and no integration story — it is a library you log into and download from. That is fine for the YouTuber persona but a non-starter for any productized music feature. **AIVA** exports MIDI on Pro (https://www.aiva.ai/pricing), which is the integration that matters for composers — you take the MIDI into your DAW, swap in real or sampled instruments, and finish the arrangement. AIVA is the only platform on this list where the integration story is 'the output is MIDI, not audio.'

**ElevenLabs Music** integrates through the ElevenLabs API alongside voice generation (https://elevenlabs.io/pricing). If you are already running ElevenLabs for voiceover or character voices in a product, adding music generation is a config change rather than a vendor onboarding. Our best AI tools for YouTubers in 2026 breakdown covers how to stitch these into a single weekly publishing pipeline, and the Suno vs Udio vs Stable Audio deep dive walks through the export-and-master workflow for the top three contenders.

For a solo creator publishing two YouTube videos a week with 5-10 background tracks each, **Soundraw** Creator at $16.99/month is the right answer (https://soundraw.io/pricing). Unlimited downloads at flat rate, no per-track anxiety, commercial license included. The per-track cost falls below a penny at any meaningful volume. Suno or Udio are the wrong answer for this persona because the unit math is fine but the friction of generating individual tracks slows the publishing cadence.

For a podcast producer who needs custom intro music, theme variants, and stingers, **Udio** Standard at $10/month (https://www.udio.com/pricing) wins. 1,200 songs is more than you will ever need, the mastering quality is podcast-ready, and the commercial license at the entry tier removes legal friction. **Suno** is a fine alternative at the same price (https://suno.com/pricing) — pick based on which model handles your specific genre callouts better, and test both during a free month before locking in.

For a producer or beatmaker incorporating AI as a starting point, **Stable Audio** Studio at $24.99/month (https://stableaudio.com/pricing) is the correct pick. Native stem export, 1,500 generations, commercial rights, and producer-oriented loop and transition handling. **Udio** Pro at $30/month is a viable alternative if your work includes vocal hooks — Stable Audio is instrumental-only and that is a hard constraint.

For a film, game, or ad composer working in orchestral and cinematic territory, **AIVA** Pro at €49/month (https://www.aiva.ai/pricing) is the only credible option on this list. The other seven platforms target popular music, background loops, or song formats. AIVA's MIDI export is the workflow integration that matters — you generate a sketch, take it into your DAW, and finish with real instruments. Do not pay for AIVA Standard if you intend any commercial use; the €15 tier is non-commercial.

For a developer integrating generative music into a fitness app, game, livestream, or interactive experience, **Mubert** Pro or Business (https://mubert.com/render/pricing) is the correct pick — it is the API-first option with the most mature developer documentation and the strongest track record of running in production. **Beatoven.ai** Premium (https://www.beatoven.ai/pricing) is the alternative if your use case is specifically mood-based brand video at agency scale. For teams already running **ElevenLabs** for voice, the bundled music tier (https://elevenlabs.io/pricing) is the cheapest incremental add.

Do not pick a music tool based on the demo reel on the homepage. Every vendor cherry-picks their best outputs for marketing. Build a five-prompt evaluation set that mirrors your actual production work: one upbeat instrumental, one moody cinematic cue, one vocal hook in a specific genre, one short transition or stinger, and one ambient bed. Run that exact set through every tool's free tier or paid trial in week one, and rate the outputs blind. This eliminates brand bias and forces a fair comparison.

Score on four dimensions: prompt fidelity (did it understand what you asked for), mastering quality (is it loud, balanced, and broadcast-ready out of the box), stem quality (if the tool exports stems, are they clean), and iteration speed (how many regenerations to get something usable). **Suno** typically wins on prompt fidelity for genre-specific requests (https://suno.com/pricing). **Udio** typically wins on mastering quality (https://www.udio.com/pricing). **Stable Audio** wins on stem cleanliness (https://stableaudio.com/pricing). Soundraw wins on iteration speed because the parameter sliders are deterministic.

Time the workflow end-to-end. The unit-cost analysis above ignores the cost of the human running the tool. If **Beatoven.ai** at $1.33 per track gets you a usable cue in two minutes flat but **Suno** at $0.02 per track requires fifteen regenerations and twenty minutes of prompt iteration, Beatoven might be cheaper once you count labor. This effect favors the parameter-driven tools (Soundraw, Beatoven, Mubert) for high-volume routine work and the prompt-driven tools (Suno, Udio) for genuinely creative one-off work where iteration is the point.

Pay attention to revision economics. **Soundraw** Artist at $39.99/month with unlimited downloads (https://soundraw.io/pricing) is brutally cheap if you regenerate a lot. **Beatoven.ai** Pro at $20 for 15 downloads (https://www.beatoven.ai/pricing) punishes regeneration — every failed take eats into your monthly quota. This is why the unlimited-download platforms tend to outperform quota-capped ones for creators whose workflow involves significant iteration.

Pilot for two weeks, not two months. The free tier or first paid month is enough to know whether a tool fits your production reality. If you have not shipped at least three published pieces of content using the tool by week three, you are not going to. Commit or move on. Locking into an annual contract before validating the workflow is the most expensive failure mode in this category, and AIVA Pro and Mubert Business are the two specific tiers where teams most frequently overcommit before validating fit.

Only **Stable Audio** has a credible self-host story because it descends from Stability AI's open-source model lineage (https://stableaudio.com/pricing). Teams running their own infrastructure can deploy a Stable Audio-class model in-region for full data residency and avoid sending prompts or generated audio to a third-party SaaS. The other seven vendors on this list are SaaS-only — **Suno**, **Udio**, **Soundraw**, **AIVA**, **Beatoven.ai**, **Mubert**, and **ElevenLabs Music** all process generation requests on vendor-managed infrastructure and store outputs on vendor cloud storage.

For most creators this is irrelevant — the audio you generate is not sensitive. For regulated industries, agencies producing branded campaigns under NDA, or product teams embedding music generation into customer-facing experiences in regions with strict data-residency rules, it is the constraint that decides everything. If your security team has a hard ban on third-party AI processors, Stable Audio self-hosted is the only path to AI-generated music inside your environment.

SOC 2 and SSO are inconsistent across this category. **ElevenLabs** (https://elevenlabs.io/pricing) has the most mature security posture given its enterprise voice-API customer base. **Mubert** (https://mubert.com/render/pricing) has decent enterprise-tier security given its developer-first positioning. The consumer-grade platforms — Suno, Udio, Soundraw, AIVA, Beatoven — have not historically prioritized enterprise security tooling, and you should not expect SSO or audit logs at consumer pricing tiers.

Indemnification matters more than self-hosting for most teams. The lawsuits against **Suno** and **Udio** from major labels are unresolved as of June 2026, and while individual creators face essentially zero practical risk, brands shipping AI music in seven-figure campaigns should require explicit indemnification language in writing. **Stable Audio**, **AIVA**, **Soundraw**, **Beatoven.ai**, and **Mubert** have cleaner training-data provenance positioning, which materially reduces brand-safety review friction for enterprise procurement.

Read each vendor's terms before you ship. Pricing as listed on each vendor's pricing page as of June 2026 — verify at suno.com/pricing, udio.com/pricing, stableaudio.com/pricing, soundraw.io/pricing, aiva.ai/pricing, beatoven.ai/pricing, mubert.com/render/pricing, and elevenlabs.io/pricing before procurement, because SaaS pricing and terms shift quietly between quarters. The decision flow in the next section assumes you have done this verification.

If you have $10/month and need vocals, pick **Udio** Standard (https://www.udio.com/pricing). 1,200 songs, commercial rights, the cleanest mastering at the entry tier, and stems on Pro if you upgrade. **Suno** Pro at the same price (https://suno.com/pricing) is the alternative if your specific genre work benefits from Suno's stronger prompt fidelity — test both in a free week and commit.

If you publish high-volume YouTube and the workflow is the bottleneck, pick **Soundraw** Creator at $16.99 (https://soundraw.io/pricing). Unlimited downloads is the right business model for high-volume creators, and the per-track cost trends to zero. Do not pay for Artist at $39.99 unless you specifically need the additional commercial-use scope or stem exports.

If you are a producer who needs stems, pick **Stable Audio** Studio at $24.99 (https://stableaudio.com/pricing). Native stems, 1,500 generations, commercial rights, and the cleanest tail handling on this list. The Max tier at $89.99 for 10,000 generations is the cheapest per-track price for serious instrumental volume.

If you score film, games, or ads in orchestral territory, **AIVA** Pro at €49 (https://www.aiva.ai/pricing) is the only correct answer. Do not pay for Standard — it does not grant commercial rights. If you integrate music into apps or games, pick **Mubert** Pro at $39 or Business at $199 (https://mubert.com/render/pricing) based on volume. **Beatoven.ai** (https://www.beatoven.ai/pricing) is the right pick specifically for agency-scale mood-based brand video.

If you already run **ElevenLabs** for voice (https://elevenlabs.io/pricing), the bundled music tier is free incremental capability and you should default to using it for early prototypes before committing to a dedicated music vendor. The honest answer for most teams is that you will end up running two of these in parallel — typically Soundraw for background plus Suno or Udio for hero tracks — because no single tool wins every job.