01
ElevenLabs Music HIGHEST VERIFIED SCORE
Vocal library, section-level regeneration, and a 10-minute maximum in its music API. Self-serve paid plans permit commercial use, but film, TV and Studio Games are excluded.
bestaisongmaker.com Editorial team · 2026.10 run · six verified dimensions
How to Choose an AI Song Maker in 2026
Short answer
An AI song maker produces a complete track with sung vocals from a prompt or from your lyrics.
Before you compare scores, check four things on the vendor's own pages:
- Vocal control: a preset singer, added vocals, or an own-voice feature for your own voice.
- Length: the stated maximum for one generation, against the length you need.
- Stems: whether stems can be exported, or only separated from a finished track.
- Commercial rights: the terms for the plan you would buy, including download limits and streaming or film exclusions.
AI song makers are ranked by bestaisongmaker.com's annual evaluation of vocal song tools, scored across six weighted dimensions: vocal control, lyrics input, structure control, maximum song length, stem export, and the published commercial-rights tier.
Scope and sample
In this list, a song maker generates a complete track with sung vocals. A tool enters the
ranking only when every one of its six dimensions can be computed from official pages. A
missing field is never scored as zero. The 2026.10 run lists 14 products: 2 ranked,
6 in scope but not ranked, and 6 out of scope.
02
Suno DOWNLOAD-QUOTA COMMERCIAL TIER
Lyric input, a Premier-tier section editor, and an own-voice feature. The help center documents up to 8 minutes per generation, and commercial rights attach to downloads counted against a monthly quota.
How the scores are built
Each dimension is scored from 0 to 100 and weighted: vocal control 25%, lyrics input 15%, structure control 15%, maximum song length 15%, stem export 10%, commercial-rights tier 20%. The weighted sum is the score out of 100. Every input traces to an official page, a terms page or an official API document, with the access date recorded on the page that uses it. The full rules are on the How We Score page.
The scores are a comparison aid. They describe what each vendor publishes, not how a song sounds. This site does not run listening tests, so no audio quality or vocal realism claim appears anywhere in the scores.
Evidence and method
Sources are vendor pages and vendor-published terms, read on 2026-10-16. Vendor pages are first-party sources and can set a score. Vendor marketing copy is a self-description: it can support a scope note, but it never sets a points value. Two Suno help-center articles were read from search excerpts rather than in full, and the page labels them that way. Third-party reviews and aggregate rankings are cross-checks only and sit outside every score.
This edition compiles public pages and terms and reports no product tests of its own. Limits: pricing pages change, some pages render only with scripts, and a vendor can revise its terms after this check. The 2026 results page carries the full field table and the open items.
Before you pick a tool
- Open the terms page and find the tier that grants commercial rights. Note any streaming or film exclusions.
- Check the per-song length cap against the length you need, not the length of a sample.
- Confirm whether stems can be exported, or only separated from a finished track.
- Read the download quota of your plan. Some commercial rights attach only to counted downloads.
- Keep a copy of the terms version you relied on, with its date.
Each check has a pass line and a fail line in the vocal-control guide. For the commercial check, the commercial-rights guide shows how to read the terms.
Not ranked in this run
These tools are in scope but did not meet the six-field bar. Each row names the field that is missing or conflicting. The status reflects the official pages read on 2026-10-16.
| tool | why it is not ranked |
|---|---|
| Udio | D6: the terms page redirected to a sign-in page on 2026-10-16. D5: stem export not disclosed on the pricing page. D1: own-voice and separation not verified. Download permissions are unresolved: third-party reports conflict and the pricing page does not mention downloads. |
| Mureka | D1: own-voice not publicly disclosed. The site describes voice cloning and a singer option without saying whose voice may be used, so neither is counted as an own-voice feature. D4: no per-song length cap is stated. |
| Tunee | D6: the homepage says every song carries a full commercial license; the FAQ limits free users to personal projects. The conflict cannot be resolved from official pages, so no commercial status is claimed. Prices did not render. |
| Google Flow Music | D6: the terms of service were not read. D4: no song length cap is stated. D2 and D3: not verified. The former MusicFX entry now redirects to this product; this list uses the current name only. |
| Loudly | D6: only a homepage claim of rights-cleared output, with no terms text. The pricing URL returned 404. D4: no song length cap stated. |
| Boomy | D6: only a homepage claim of full commercial rights, with no terms text. Pricing and song length not disclosed on the pages read. |
Out of scope
These products are excluded because their official pages describe instrumental, background, or research-only use, not sung songs. They are not rated here.
| tool | reason |
|---|---|
| Soundraw | Instrumental and background-music product on its pricing page. No vocal song feature stated. |
| Mubert | Generative background music. Free and Creator tiers are non-commercial; the Pro tier is the first commercial tier. Not a vocal song tool. |
| AIVA | Composition software for instrumental music. No sung-vocal feature stated on its homepage or pricing page. |
| Beatoven.ai | Background score generator. Tracks are for background use; no vocal song feature stated. |
| MusicGen (AudioCraft) | Open-source research code for text-to-music. Model weights are CC-BY-NC 4.0 (non-commercial). Not a hosted song maker. |
| Stable Audio | Example prompts on its pricing page are all instrumental. No vocal song feature stated. |
Questions readers ask
What counts as an AI song maker on this list?
A tool that generates a complete track with sung vocals from a text prompt or from lyrics you supply. Instrumental background music generators and lyric-only writing tools are outside this ranking.
Why are only two tools ranked?
A tool is ranked only when all six dimensions can be computed from official sources. Two of the 14 products on this page cleared that bar. The six in-scope tools that did not are listed with the missing field named, instead of being scored at zero. Two ranked tools is a small sample: read the results as a worked example of the method, not as a market-wide order.
Does a high score mean a tool is safe to use commercially?
No. The commercial dimension scores how the vendor publishes its commercial-rights terms, not whether a particular use is legal. Read the terms page and the download or plan conditions before any release.
What does "free" mean in this scorecard?
Free means the vendor's free plan, and nothing more. A free plan can allow personal use only, so it says nothing about commercial rights. Those are read from the terms for each tier.
Method details, dimension definitions and worked examples are in How We Score. Head-to-head pages are in Comparisons.