Author: Baiwei.
I keep audio jobs in the same shape as any other integration: a fixture, an input contract, and a pass/fail note I can hand to someone else. Last Tuesday, around 11 p.m., that habit collided with a real deadline. A friend, Chen, sent a 40-second picture lock for a local coffee brand. The cut was due Friday. Music was not a line on the budget. The brief was three fields and nothing else: a female vocal, 92 BPM, and one Chinese line sitting in the chorus.
Suno was the first process I ran. Six generations. Take three had a melody I could cut against picture. The Chinese syllable in the chorus still sat wrong, and the UI would not let me patch that line. It only offered another full roll. Take four emptied the remaining credits. Friday did not move, and I still had no written answer on whether a generated master could ship inside a paid ad.
I closed the session and wrote down ten other stacks. The next morning I opened accounts and pointed the same fixture at each of them. Two weeks. Four tasks. On 2026-10-18 I read the price pages, quotas, and model names again, because those surfaces move faster than blog posts. These notes are the PR description I would paste if a teammate asked which generator to wire into a pipeline, and which license sentence they are actually buying.
I scored whether a file comes back, whether one bad section can be repaired, whether a DAW can open the pieces, and whether the plan you pay for is the plan that lets you publish. Vendor adjectives stay labeled as vendor adjectives. A commercial grant stays a license. It is not a copyright registration.
A 30-Second Spec for People Who Skip the Diff
If the standup is already over, these are the five calls I would defend from the fixture. The other five tools win on a narrower interface, and they get their own sections below.
- Closest full-song replacement for a Suno-shaped pipeline: Mureka. Full songs, vocals, 12-track stems, a path into a DAW, and a real free entry.
- Strongest edit surface on the model itself: ElevenMusic by ElevenLabs. Generations from 3 seconds to 5 minutes, inpainting, section composition, an audio reference with a copyright screen, and a finetune path.
- Widest single workspace: Soundverse. More than one model, including Google's Lyria, plus stems, video, voice, and Agent One planning the calls.
- Most surface area per budget dollar: AI Song Maker on aisongmaker.io, operated by CNINGOT LLC. The annual Basic seat is the cheap end of a very wide dashboard. Read the license before you treat the free column as a grant.
- Fastest path from a finished song to a picture: Solmi. Upload an MP3 or WAV and the published render window is about 3–10 minutes.
Tunee, Loudly, ACE Studio, Musicfy, and One More Shot AI are not consolation prizes. They are different interfaces: a chat session that remembers you, a license paragraph you can paste into a statement of work, a MIDI vocal synth, a voice model, and a shot-level video desk. Pick from the ticket, not from the hero ranking.
Everything under this heading is the acceptance data behind those lines. Prices are the figures visible on 2026-10-18. They will change. Where a page renders a dynamic dollar amount, I do not freeze a number the checkout screen can contradict tomorrow.
Test Spec: Four Tasks, Ten Implementations
I treated the bake-off as a contract test. Same fixture. Same four assertions. For each tool I logged whether the step existed, how long the published or observed path took, and where it broke. A missing control is a fail even if the first listen was fine. A license page that disagrees with the pricing card is also a fail until you know which sentence you are shipping under.
| Task | Input | Acceptance |
|---|---|---|
| Full song | A 30-second English pop chorus: female vocal, 92 BPM, one Chinese line in the chorus, plus one bridge so a single section can be targeted | Take one is usable against picture; generation time is recorded; one section can be repaired without a full reroll |
| Chinese delivery | Four Chinese lines plus two English lines | Tones land, breath is audible, phrasing does not collapse, and stray artifacts stay out of the vocal |
| Stems and post | Export vocal, drums, bass, and other; open the files in a DAW | The split is real, the session can import the format, and phase is either checked or explicitly left unchecked |
| Commercial path | The plan, credit rules, and DSP limits that apply on export day | The free tier is either usable for the ship or clearly not; the upgrade that unlocks publishing is named |
Four filters sat in front of the heading list. A tool had to finish a song with vocals, not only a bed. After the song existed there had to be a next step: stems, a section edit, mastering, or video. Official pages had to be reconcilable, and a disagreement between two official pages counted as a finding rather than a reason to average them. Something real had to have shipped in the model stack during 2026.
One scope cut, so nobody files a bug against the list. SOUNDRAW is a solid fit when the ticket is royalty-free background music. It does not generate full vocal songs, so it is not one of these ten. If the only deliverable is an instrumental bed for YouTube, evaluate it on its own and do not force it through this vocal fixture.
- No sample rate, unless the product page actually printed one. ElevenMusic is the stack that prints MP3 at 44.1 kHz, 128–192 kbps, or WAV. Everyone else gets an explicit "not published on the pages checked on 2026-10-18."
- No phase-correlation score. The stem task asked about phase. Where a vendor only advertises a stem count, the count is the finding and phase stays unchecked.
- No dollar amount for Loudly or One More Shot AI. Both hide a stable public rate card. Confirm inside the product.
- No claim that a commercial license is a copyright you can register. Permission to use is not ownership, and it is not a promise that a registry or a third party will agree with you.
The friend's failed Suno pass is the reason the repair clause exists. A melody you cannot patch is an API that only supports POST /songs and not PATCH /sections. That is the bug this fixture is built to catch.
Mureka: Closest Drop-In for a Full Song Pipeline
Mureka started as a lyrics-to-song box. In 2026 the surface behaves more like a small production platform than a single prompt. The build under test is Mureka.
Model
The current model is V9.5, released on August 28, 2026. The release notes claim better song structure, more room in the arrangement, more natural vocals, and tighter prompt control. Treat those four adjectives as release-note claims. The numbers that can sit next to them are below. They come from a public run and from the vendor's own listener pass.
You can start from a prompt, from lyrics, or from a reference melody, then set genre, mood, tempo, key, and vocal style. That is the control surface I would map onto a form before I mapped it onto an API. After a song exists, the platform keeps going: Studio, Remix, 12-track stem separation, region editing, AI music videos, voice cloning, an API, and Mureka Co. Mureka Co is the piece that matters if you already live in a DAW. You generate parts and arrange the song with natural language instead of bouncing back to a browser tab for every change.
Duration
In a public six-brief, same-prompt test, V9.5 averaged 86 seconds per song and landed tracks around 3:17. In that same run it was about 1.9 times faster than MiniMax Music 3. That 86 seconds is the published same-prompt comparison, and the 3:17 figure is the length of the resulting tracks in that run, not a cap. If your pipeline assumes a 30-second chorus fixture, budget the public average as a queue time, then expect a full song rather than a loop the length of the prompt.
Stems
Twelve tracks is the published separation depth. The four-bus acceptance in this fixture was vocal, drums, bass, and other. Twelve is a superset of that bus if the export actually splits, which is why Mureka stays on the short list for anyone who has to reopen a session on Monday. Pro is the tier that adds stems, along with WAV and instrumentals. I do not have a published phase measurement for those twelve files. If phase cancels a vocal against the mix, you will find out in the DAW, not in the marketing page. Record that check yourself before you automate a bounce.
Sample rate and files
Base output is MP3. Pro adds WAV, instrumentals, and stems. A sample rate and a bit depth were not printed on the pages I re-read on 2026-10-18, so I am not going to stamp 44.1 kHz on the integration contract. If your downstream loudness stage assumes a specific rate, convert explicitly after export instead of guessing that the MP3 decoder and the WAV writer agree.
License boundary
There is a free entry. That is enough to run the 30-second chorus and see whether region editing can repair the Chinese line without burning a full reroll. It is not, by itself, a statement that the free file is cleared for a paid coffee ad. Plan names also disagree between official pages. The name you script against has to be the name on the checkout screen the day you subscribe, which in this pass was 2026-10-18. Whatever grant you do get is a license under their terms. It is not a registrable copyright, and it is not a warranty that a sync client will accept the file without questions.
Price on 2026-10-18
Basic is about $8 per month on annual billing. Pro is about $24 per month on annual billing. I would not hard-code either figure into a billing test that runs unattended next quarter. I would hard-code the date of the snapshot and fail the job if the checkout labels drift. Independent long-term user reviews are thinner than the feature pages. The roadmap moves fast, and the plan vocabulary moves with it. That is the operational risk, not the model number.
Fixture log
The public six-brief run is the timing evidence. Separately, Mureka's own evaluation put 20 listeners on 100 prompts. They called 61% of the generations a convincing lead vocal, with 97% prompt adherence. That is a vendor listener study with a small panel and a large prompt count. Useful as a prior. Not a substitute for your reference track.
Several Suno users report cleaner pronunciation and fewer stray humming artifacts. I am leaving that as a report from people who switched, not as a percentage I measured on the four-Chinese-line fixture. The fixture still wants tones, breath, phrasing, and a quiet vocal. Region editing is the control that maps to "fix the one bad chorus line." If that control is what your ticket needs, this is the shortest path from "I have an idea" to "I have a finished song I can still edit."
Open the same entry I tested, Mureka, and read the checkout names before you script a plan enum.
ElevenMusic: The Model With an Edit API in the UI
ElevenLabs launched Eleven Music on August 5, 2025. On September 11, 2026, Music v2.5 became the default model for prompt and reference generation on ElevenMusic. The product I linked for this pass is the ElevenLabs entry at ElevenMusic. There is a second consumer front door, ElevenMusic.io, with its own plan and its own license sentences. Do not merge them in a config file because the logos look related.
Model
Music v2.5 is the default you get for prompt and reference work. The changelog talks about layered arrangement, more natural instruments, and more depth. Those are vendor claims. The study they published next to the model is a blind comparison of 47,885 same-prompt pairs, and listeners preferred v2.5 in most of those pairs. It is a large paired preference from their evaluation, and it is the strongest published listener number in this entire set of notes.
The control list is the reason a developer stays. Natural-language generation. Vocals or instrumentals. Multilingual delivery. Composition plans. Section-by-section long-form writing. Inpainting. Genre changes in the middle of a track. Dense rap. Embedded sound effects. An API. Three of those matter more than the rest when the bug is "one line is wrong."
Audio reference takes about 30 seconds of audio. The system runs a copyright screen first and treats the clip as style guidance, not as a remix license. If the reference points at someone else's record, download is blocked. That is a guardrail, not a transfer of legal risk onto ElevenLabs. You still need the right to upload what you upload.
Inpainting is the PATCH. Highlight one bad chorus line, or one flat section, regenerate that span, and keep the rest of the timeline. This is the control Suno did not give me on Chen's spot, and it is the acceptance that separates a toy from a pipeline.
Music Finetunes trains a private style model on music you own. The published ready time is usually 5–10 minutes. That is a vendor timing for a finetune job, not a promise about your dataset. If you do not own the training audio, do not start the job.
Duration
A single generation runs from 3 seconds to 5 minutes. That range covers a sting, the 30-second chorus fixture, and a full short song without a second product. It does not cover an eight-minute marketing claim, and I am not going to stretch it. If the brief is longer than five minutes, you are in section composition, not in one shot.
Stems
The notes do not give ElevenMusic a stem count comparable to Mureka's 12 tracks or Loudly's nine. The post path that is actually specified is inpainting and section composition. If your ticket says "deliver vocal, drums, bass, and other as separate files," do not assume this model emits that zip because the editor is good. Confirm the export. I would rather fail the stem assertion in staging than discover it after a client asks for the drums alone.
Sample rate and files
This is the one page in the set that prints the audio contract. MP3 at 44.1 kHz, 128–192 kbps, or WAV. I would put those three tokens in the client docstring and reject anything else at the boundary. 44.1 kHz is a consumer rate, not a hidden high-resolution mode. If a broadcast spec asks for 48 kHz, resample on your side and document the conversion. Do not tell the client the model delivered 48 kHz.
License boundary
There are two entry points and two license systems. Free new songs on ElevenMusic can be used commercially if a visible "Made with ElevenMusic" credit ships with them. Only Pro new songs can drop that credit. Only Pro new songs can go to streaming platforms. Get the second sentence wrong and you will be reading terms after the release, which is the expensive direction. Attribution is a product flag, not a courtesy. DSP distribution is a different flag. A file can be "commercially usable" in a client video and still be the wrong plan for Spotify.
None of that language is a copyright registration. You are receiving permission under a plan. The screen that blocks references to other artists' songs reduces one failure mode. It does not assign you authorship, and it does not promise a collecting society will see the track the way the pricing page does.
Price on 2026-10-18
ElevenLabs plans start at $6 per month on the Starter tier. The separate consumer product, ElevenMusic.io, lists Pro at $9.99 per month, or about $7.99 per month if you pay annually, with up to about 1,000 songs per month. If you are embedding generation in your own app, you are almost certainly on the ElevenLabs side of that split, and the Starter price is the floor, not the invoice. If you are a listener-facing account that wants streaming rights without a credit line, you are on the ElevenMusic.io Pro sentence. Write both SKUs down. They are not aliases.
Fixture log
The time you save is in the section tools, not in raw generation speed. A bad chorus line gets a local regenerate. Reference audio goes through the copyright screen before it can teach the model bad habits or blocked material. Multilingual delivery is a stated capability. Run that lyric on the free tier before you bet a campaign on it.
Who it fits: producers and brands who will pay more than the cheapest annual seat on this list because they care about editability, consistency, and an API. The link I actually used is ElevenMusic. Read both license doors before you map a single plan field.
Soundverse: A Multi-Model Workstation With a Token Meter
Soundverse describes itself as "Music. Video. Voice. Directed by Agent One." For once the tagline matches the architecture. This is not a single generator with a skin. It is a workstation that can switch models while you work, and the comparison page names Google's Lyria among the models you can call. The account I opened is Soundverse.
Model
Agent One is the orchestrator. It decides which tools to call, then it asks you to confirm before it runs. In practice it asks two or three clarifying questions, and the first pass usually needs another round. That is a human-in-the-loop agent, not a fire-and-forget endpoint. If you are wrapping it, budget a confirm step. Do not write a worker that treats the first plan as the render.
The feature list is the widest in these notes: song generation, text-to-music, text-to-song, AI singing, lyrics, voice cloning, Artist DNA, similar-music search, looping, extending, remixing, mastering, vocal isolation and removal, music inpainting, a multi-track editor, music videos, and an API. Inpainting is on that list, so the "fix one line" acceptance has a named control, separate from simply chatting at Agent One until the whole song changes.
The rights stack is the other thing they advertise: TRACE watermarking and attribution, consent-based Artist DNA, and a clearance framework. I am logging those as company claims. They are not an independent legal opinion, and they are not a shortcut around the rule that you must own what you upload.
Duration
Song length is metered more clearly than it is capped. Text-to-music costs 1 token per second of audio. One extend costs 45 tokens. A chat message costs 1 token. A stem export costs 1 token. The free grant is 1,000 tokens, described as roughly three full songs. If you do the arithmetic on the published text-to-music rate, 1,000 tokens is 1,000 seconds of that meter before you spend anything on extends, chats, or stems. The budget comment I would leave in code is the vendor's own translation: about three full songs, then the meter is the source of truth.
Stems
Stem export is a priced action at 1 token, which is cheap next to an extend at 45. WAV and stems show up from the Creator tier upward. That is enough to satisfy the shape of the vocal-drums-bass-other fixture if the splitter actually emits those buses. A phase figure was not part of the published notes. The multi-track editor is the place you would hear a cancellation. Vocal isolation and vocal removal are separate tools from a full stem print. Do not collapse them into one capability flag in your UI.
Sample rate and files
WAV is the format named from Creator up. A sample rate and a bitrate were not on the pages checked on 2026-10-18. Same rule as everywhere except ElevenMusic: do not invent 44.1 kHz in the adapter. Convert downstream if the delivery spec demands it, and store the original file next to the converted one. The API is priced separately from the seat, so a prototype on Creator does not tell you the production invoice.
License boundary
Free-trial output cannot be monetized. The license also wants human-added content in the finished track. Those two sentences disqualify the free grant for Chen's paid coffee spot even if the chorus sounds right. You can evaluate the interface. You cannot ship the trial file as the ad. Read that again before you demo a client's logo over a free render.
The pricing page and the comparison page describe commercial rights differently. I am not picking a winner between two official sentences. That disagreement is the bug. Confirm the exact plan in writing before you publish, and screenshot both pages on the day you subscribe. A watermarking feature does not close the gap. TRACE is a claim about attribution, not a ruling that your use is cleared.
Price on 2026-10-18
Creator is $12 per month, about $10 per month on annual billing. Pro is $36 per month, $29 on annual. Max starts at $72 per month, $58 on annual for the entry tier of that band. Free remains 1,000 tokens. Token costs above are the ones that change a weekend prototype into an empty meter: the extend, not the stem. If Agent One likes to chat, remember that a message is 1 token. It is small until a loop of clarifications runs unattended.
Fixture log
The first session feels like a review, not a render. Two or three questions, a plan, a confirm, then a pass that usually wants a second round. That is acceptable if you wanted one workspace for the song, the stems, the vocal, the video, and the collaboration. It is the wrong tool if you wanted a single prompt box and a WAV three minutes later. Complexity is the cost of the width.
Soundverse does not have a separate published pronunciation score. Run the four Chinese lines and two English lines on the free tokens, and spend the rest of the grant on one inpainting pass so you know whether a bad tone can be patched.
The door I used is Soundverse. Confirm the commercial sentence on the plan you will actually be billed for.
Tunee: A Chat Agent That Remembers the Session
Tunee is not another form with a generate button. It is a chat-based music agent. You upload a melody, describe a mood, or hand it a video, then you iterate in the same conversation. The session keeps context and preferences, which is a real difference from a stateless prompt that forgets what you rejected three clicks ago. The entry I tested is Tunee.
Model
The product has grown from a chat box into a generative studio: a music agent, a song generator, AI characters, music videos, lip sync, AI dancing, and motion control. The mental model that fit the fixture is a producer who still remembers the note you sent three messages back. That memory is the feature. It is also the reason a failed instruction is frustrating. When the agent ignores a prompt, you cannot fall back on "the form fields were empty." The instruction was in the thread.
Tunee does not publish a model codename comparable to V9.5, Music v2.5, or MANTA 1. The interface under test is the agent plus the video tools, and the published listening pass is the four-week run below.
Duration
A public four-week test covered 37 songs across 12 genres and scored the tool 4.5/5. Chinese pronunciation in that run was clearly better than Suno's. That is the only head-to-head Chinese result in this whole document that I am willing to repeat as a comparison, and it belongs to that public test, not to a private panel I ran in a weekend. It is also the result that maps directly onto Chen's brief. A Chinese line in the chorus was the syllable Suno smeared. A tool with a published edge on Chinese delivery earns a longer look, with the caveats in the next paragraphs still attached.
Song-length caps were not printed as a hard ceiling in the notes I kept. Video length and video cost were the constraints that showed up in practice. Video burns credits quickly. If your worker renders a lip-sync preview on every chat turn, you will empty the day.
Stems
A stem count is not part of the Tunee notes I re-checked. If the ticket is vocal-drums-bass-other as files, this is not the tool I would pick first. The post path it does advertise is video: characters, lip sync, dancing, motion control. That is a different acceptance. Judge it against Solmi and One More Shot AI when the song already exists, and judge it against Mureka or ElevenMusic when the song does not.
Sample rate and files
No sample rate, bit depth, or container contract was stable enough in the checked pages for me to write one down. Treat the audio download as an opaque file until you inspect the header yourself. Do not document 44.1 kHz because a different product in this article prints that number. The free tier is about three songs a day, with attribution. That quota is large enough to A/B a chorus and a repair. It is not a batch API.
License boundary
Basic, Plus, and Pro grant commercial rights for qualifying content. Free output sits under a stricter set of rights, and the free songs want attribution. "Qualifying content" is doing real work in that sentence. It is not "everything the model emits." Read the qualifier on the plan you buy. A commercial grant on a paid plan is still a license, not ownership, and not a registrable copyright. If the qualifying rule excludes unmodified model dumps, a raw download may not be the thing you are allowed to sell.
Pricing transparency is the weakest of the ten. The full price table is not public. That means any integration doc you write has to say "confirm at checkout" instead of asserting a SKU table. Budget for a surprise when the card form loads. I would not let a procurement spreadsheet invent a middle tier to fill the hole.
Price on 2026-10-18
The official music-video page has referenced paid plans from about $18 per month. That is a reference point, not a complete rate card. I am not going to extrapolate Basic, Plus, and Pro into three neat prices the site refused to print. Free remains about three songs a day. If $18 is the floor you heard about, treat it as a rumor with a URL until the checkout shows a number on the day you pay.
Fixture log
The 4.5/5 and the Chinese-pronunciation note are the reasons to try it. The reasons to keep the credit card in your pocket during the trial are the Trustpilot pattern: failed lip sync, ignored prompts, and slow support. A chat agent that forgets an instruction is a flaky remote. A lip-sync fail after the credits are gone is a failed job you cannot cheaply retry. Support latency matters more here than on a tool whose only output is a WAV you can re-render yourself.
Who it fits: people who would rather talk than fill a form, and who want a short-form video from the same conversation without learning a DAW. It is a poor fit for a stem delivery or for a finance team that needs a public price URL in the ticket.
Try the same door I used, Tunee, on the free daily songs before you assume the paid video tools inherit the 4.5 score.
Loudly: Rights Language You Can Paste Into a SOW
Loudly used to be filed under background beds. That filing is stale. The stack now includes full songs with vocals, not only instrumental cues, and the production tools sit in the same dashboard as the generator. The entry point for this pass is Loudly.
Model
Instrumentals come from VEGA 1, VEGA 2, and VEGA 3. Full songs with lyrics and vocals come from MANTA 1. Sample generation can run through an integrated Stability 2.5 model. I am listing those as separate backends on purpose. The commercial sentence for Loudly's own output does not automatically wrap a partner model. If a render was produced by someone else's model inside this UI, the partner's terms can apply instead. Your adapter should store which model ID came back. A single provider=loudly tag is not enough for a license review.
Around the models: an AI remixer, a stem splitter, mastering, effects, a distribution workflow, an API, and SongDNA. SongDNA is the piece I would actually store. It analyzes audio, lyrics, structure, mood, tempo, key, and hooks, and it turns that into a fingerprint you can feed back into later prompts, captions, and cover art. That is closer to a content-addressed brief than to a chat log. If you are generating a series for one client, the fingerprint is how you stop the fifth cue from wandering off the first.
Duration
VEGA instrumentals usually come back in seconds. That is a practical observation about the instrumental models, not a benchmark suite with percentiles. MANTA 1 is the new vocal path. Complex genres occasionally repeat a pattern. Full-song vocals are the least proven part of the product, with less time in market than Suno, Mureka, or ElevenMusic. I would not put MANTA 1 on a flagship vocal spot without a longer audition than I would give V9.5 or Music v2.5. I would put VEGA on a bed much faster, because that is the older job and the free export is long enough to judge style.
The free tier only exports 30 seconds. That matches the length of the chorus fixture and fails the length of a release. You can decide whether the style is right. You cannot ship the free file as the master. No credit card is required to reach that 30-second export, which makes it a clean CI-style smoke test: create the account, render, confirm the cap, stop.
Stems
The splitter goes up to nine tracks. Nine is more than the four-bus acceptance and less than Mureka's twelve. It is enough to reopen a mix if the nine files are the stems you think they are. Phase was not published. Mastering and distribution live on the same dashboard, so the post path does not require a second vendor for a simple client delivery. Distribution inside the product is still not a statement about every DSP's AI policy. Read the destination's rules separately.
Sample rate and files
A printed sample rate was not part of the Loudly pages I froze on 2026-10-18. I will not copy ElevenMusic's 44.1 kHz into this row. Inspect the export. The fact that matters for the free tier is duration, not rate: 30 seconds, then a paywall. If your test asserts "file duration greater than 30 seconds" on a free token, it should fail. That failure is the product working as documented.
License boundary
Paid plans grant a worldwide, non-exclusive, royalty-free commercial license for Loudly's own output. Read the nouns. Worldwide, non-exclusive, royalty-free: that is a use right. It is not an assignment of copyright to you. It does not mean you own the composition. It does not mean you can register the track as if a human-authored work had been signed over. It does not bind a partner-model output that ships under different terms. For a freelancer putting music under a client video, a podcast, a game, or a piece of software, this is still the most explicit paperwork of the ten, provided you generated on Loudly's own models and you paid.
The free 30-second file is a listening tool. Do not paste it into a client cut and assume the paid grant applies backwards.
Price on 2026-10-18
The pricing page renders dynamically, and a stable official USD figure is not published in a form I am willing to hard-code. Old blog posts that quote 2024 prices are out of date. I am intentionally leaving the dollar cell blank. Confirm at checkout on the day you pay. If a teammate pastes a dollar amount from a screenshot into this doc later, check the date on the screenshot before you trust it.
Fixture log
Use the free tier, with no card, to hear VEGA in seconds and to confirm the 30-second wall. Use a paid plan only after you know whether you need MANTA 1 vocals or only beds. If the genre starts looping a pattern, that matches the note on complex material and MANTA 1 being new. It is not a reason to invent a failure rate. It is a reason to keep a human on the audition.
Who it fits: freelancers and studios who need music they can place in client work and who need a license paragraph that says what it grants. It is a weaker fit if the only question is "which vocal model has the most editing depth." That question still points at ElevenMusic.
The URL, unchanged, is Loudly. Check the model name on the render before you rely on the Loudly grant.
AI Song Maker: Aggregator Surface on aisongmaker.io
The name is a trap. This section is only about aisongmaker.io, operated by CNINGOT LLC in Sheridan, Wyoming. A different site, aisongmaker.ai, belongs to a different company. Do not mix their models, their prices, their support contacts, or their people. If a dependency review names the wrong domain, the rest of the license analysis is about a product you did not buy. The door for this product is AI Song Maker.
Model
The .io product behaves more like a multi-model aggregator than like a single in-house checkpoint. Public entry points include DiffRhythm, Riffusion, MusicGen, and ACE-Step. The commercial-license page cites the underlying open-source model licenses as part of the basis for allowing commercial use. That citation is a clue, not a comfort. Open-source model licenses are not identical to each other, and an aggregator page that points at them still has to be read. Store the model name next to the file. "Generated on AI Song Maker" is not a license identifier if one route was MusicGen and another was ACE-Step.
What the dashboard actually exposes is wide: an AI singer, a custom voice, VibeSeed, AI covers, vocal removal, MP3-to-MIDI, a MIDI editor, section replacement, photo-to-singing, and music videos. Section replacement is the repair control for the chorus-line bug. Lyrics can run to roughly 5,000 characters, which is far past the four-line Chinese fixture and long enough to paste a full lyric sheet without truncating mid-sentence. The marketing claim on duration is songs up to 8 minutes. I am labeling that as marketing. It is not a stopwatch result from the public six-brief style of test that Mureka has.
Duration
In the hands-on pass, the same lyric came back as a song quickly, and the dashboard had more entry points than you can scan in one look. The tool will carry songs past four minutes. The mix does not have the separation of the top tier. A third-party comparison puts it in the quick-prototype and budget bracket: fine for drafts, not the last stop before a commercial release. I agree with that placement as a workflow label. Drafts are a legitimate job. Shipping a paid ad from a draft model without a second pass is a different job.
Twenty daily credits buy about four generations. That is two rounds of comparison if you render two takes per round. It is not a load test. Do not point a cron at the free quota and expect it to survive a demo day.
Stems
Vocal removal, MP3-to-MIDI, and a MIDI editor are the post tools that are actually listed. I do not have a "12-track" or "9-track" number to put beside them. Vocal removal is not the same assertion as a phase-checked drum stem. If the client needs buses, plan on another tool after the draft, or verify an export this page did not document. Section replacement still lets you patch a span of the song, which is the repair half of the first task, even when the stem half is weak.
Music videos are a separate duration table: 10 seconds on Free, 2 minutes on Basic, 5 minutes on Standard and Pro. A 10-second free video is a storyboard sample. It is not a YouTube master. Do not let a demo of the free video set the client's expectation of length.
Sample rate and files
Outputs named on the plan are MP3, WAV, and MIDI. Sample rate and bitrate were not printed in the snapshot I trust. MIDI is the interesting one for a developer. If you can get a MIDI file out, ACE Studio or a conventional DAW can become the next stage without another full generation. That is a cleaner pipeline than hoping the mix separation improves inside the aggregator. Inspect the WAV header yourself before you promise a rate in a delivery spec.
License boundary
This is the sharp edge. The pricing card has placed a "Commercial License" mark in the Free column. The same page's FAQ says free users may only use songs for personal, non-commercial purposes. Those sentences cannot both be the contract. Trust the FAQ and the license page over the checkbox graphic. If you plan to sell, pay, and pay on the generation you intend to sell. A file you rendered on the free tier does not become a commercial file because you subscribed the next morning, unless the terms explicitly say so. Generate under the paid plan.
Even a paid commercial grant is permission, not ownership. Citing MusicGen or ACE-Step or the other open models does not hand you a registration. It tells you the vendor is leaning on those upstream licenses. Your review still has to match the route you used.
Price on 2026-10-18
Basic is $14.99 per month, or $10.49 per month on annual billing. Standard is $29.99 per month, or $20.99 annual. Pro is $59.99 per month, or $41.99 annual. The annual Basic figure is why this tool shows up in the "most features per dollar" line. The dollar is real. The license contradiction is also real. Cheap and unclear is not cheaper than a slightly higher plan with one sentence you can show a lawyer.
Fixture log
Use the 20 credits to run the chorus twice and a repair twice. Listen for mix separation, not for a miracle. If the draft is good enough to arrange and bad enough to mix, move the MIDI or the stems-you-don't-have problem to a DAW instead of buying the top tier for a separation the product did not demonstrate. Keep aisongmaker.ai out of the bookmark folder so a later you does not compare the wrong rate card.
Who it fits: budget-conscious builders who want many tools in one dashboard and who will read the license before they publish. The second copy of the URL is AI Song Maker. The FAQ wins over the free-column badge.
ACE Studio: MIDI In, Vocal Out, DAW Bridge
ACE Studio is not a one-prompt song generator. That is the point, and it is why an empty project stalls. The workflow is MIDI plus lyrics. You decide pitch, phrasing, vibrato, and emotion note by note. The model renders the singing. Musical decisions stay with you. If your repo has no melody, this is the wrong first dependency. The site I used is ACE Studio.
Model
The catalog lists 140 or more voices on some pages and 160 or more on others, across 8 languages. I am keeping the range, because the pages do not agree on a single integer and I will not average them into a fake precise count. Language coverage matters for the bilingual fixture. A voice that claims 8 languages still has to be heard on the four Chinese lines. A catalog count is not a pronunciation score.
Around that vocal core: singing voice cloning, a voice changer, AI instruments, Generative Kits, a stem splitter, vocal-to-MIDI with lyrics, a music enhancer, sound-effects generation, a video composer, and music videos. The bridge back to a real session is ACE Bridge. It connects through VST3, AU, and AAX, with ARA and tempo sync. For a developer who already lives in a DAW, that plugin list is the integration, not the website. Tempo sync is how the 92 BPM brief survives contact with picture. If the plugin drifts, the Chinese line will not land on the cut even when the phonemes are right.
Duration
Give it MIDI and lyrics and about ten minutes gets you a vocal with audible breath and vibrato detail. That ten minutes is hands-on time, not a queue time for a full arrangement. The six expression parameters can be automated one by one: Formant, Energy, Tension, Falsetto, Air, and Breath. That list is the actual control surface. If you only needed a prompt, you will feel the ten minutes as friction. If you needed the Chinese line to breathe on a specific syllable, you will feel them as the first tool in this article that lets you edit like a performance instead of like a reroll.
It does not write the melody for you. An empty project stalls. That is correct behavior for a synth, and it is a failed acceptance if your ticket said "invent the song." Put ACE Studio second in the pipeline when Mureka, ElevenMusic, Tunee, or even a human sketch has already produced a tune you can transcribe.
Stems
A stem splitter is part of the product, as is vocal-to-MIDI with lyrics. I do not have a published track count to set beside Mureka's twelve or Loudly's nine, so I will not invent "it exports four buses cleanly." The practical post path for this tool is the plugin: you are already inside the DAW, printing audio from a MIDI performance. Phase problems, if they exist, are the same problems you have with any stacked vocal print. An independent review of the product also says the Canvas still falls short of a full DAW, and complex arrangements go back to your main DAW. I would believe that before I would try to replace a session template with the Canvas. ACE Bridge is the grown-up route. The Canvas is a sketchpad.
Sample rate and files
The plugin formats are the published contract: VST3, AU, AAX, ARA. An audio sample rate for offline export was not the number I could pin on 2026-10-18. In a DAW this usually means "the session rate," which is your setting, not theirs. Do not write their name next to 96 kHz unless you set the session to 96 kHz. The vocal you print inherits the session. Document your session, not a guess about their renderer.
License boundary
You can start free. The free start is not a permanent full version. Do not architect a classroom image or a CI runner around an unmetered free seat that the vendor can close.
Prebuilt voices and instruments are described as royalty-free for streaming, monetized YouTube, ads, games, and client work. That is the vendor's description of a license to use those assets. It is not a statement that the resulting song is a copyright you can register in every country. Voice cloning is a separate gate: it depends on whether you hold the rights to that voice. A slider that can sound like a person is not permission to clone that person. Bring your own rights or use the prebuilt roster.
Price on 2026-10-18
Artist is about $16.58 per month on annual billing. Artist Pro is about $22 per month on annual billing. Rent-to-own means you keep access after roughly two years. I would model that as a lease that converts, and I would keep the "roughly" in the comment. Two years of Artist at the annual rate is the figure a producer can justify if the vocal prints are replacing session-singer revisions. It is a bad purchase if you wanted a prompt box for a single Friday delivery. Chen's coffee spot would not have started here. A series of films with a locked melody would.
Fixture log
The ten-minute vocal with breath and vibrato is the success case, and only after MIDI exists. The stall on an empty project is the failure case the sales page can hide. Expression automation is how you would chase the one Chinese syllable that Suno would only regenerate wholesale. That is a different kind of fix than ElevenMusic inpainting, and for a composer it is the better kind. For a marketer with no MIDI, it is a wall.
Who it fits: songwriters, producers, and game or film composers who already have musical intent and want the vocal performance under control. The link stays ACE Studio. Bring a melody or do not bring the project.
Musicfy: Voice Models, Not a Song Factory
Musicfy does a narrower job, and it does that job on purpose. The job is the voice. You pick a preset vocal that is described as royalty-free, you train a custom voice on your own recordings, or you transform a vocal you already have. Covers, vocal replacement, and other voice-led workflows sit on top. There is an API if you need to embed the voice step in another product. Songwriting is not the center of the product, which is why I do not rank it against Mureka as a Suno clone. The URL is Musicfy.
Model
A public 60-day test covered 200+ voice generations and 50+ songs, and it scored the product 4/5. Voice cloning was the strength. A few clean vocal takes were enough to train a model. That is the implementation note I would trust: the training set can be small, and it still has to be clean, and it still has to be yours. Text-to-song does work. Complex genres smear. Pages load slowly. None of those three sentences require me to pretend I heard a new genre matrix. They are the published 60-day results, and "smear" is a reason to keep complex harmonic material on a different generator and only borrow Musicfy for the voice.
The homepage, still in 2026, labels Stem Splitters as Coming Soon. I am taking the homepage literally. A roadmap badge is not a stem export. If your acceptance says vocal-drums-bass-other this week, Musicfy fails that assertion today, and a blog post that hopes otherwise is wrong.
Duration
The 60-day window and the counts (200-plus voices, 50-plus songs) are the scale of the public test, not a render-time SLA. What you should budget is ears-on time for the training takes, plus another pass when a complex genre smears and you have to decide whether to simplify the arrangement or move the song job elsewhere. Slow page loads are a product bug for anyone automating through the UI. If you have the API, prefer it over driving the slow pages. If you do not, do not put this UI on the critical path of a live demo.
Stems
Coming Soon means not in the build I would ship against. Do not write a client proposal that lists stem splitting as a Musicfy feature because a navigation item exists with a future label. Vocal replacement assumes you already have a song, or at least an instrumental, from somewhere else. That somewhere else can be Mureka, ElevenMusic, Loudly, or a human session. Musicfy is a stage, not the whole pipeline. Treat a missing stem splitter as a hard fail for the third task, not as a soft "maybe later."
Sample rate and files
No sample rate was published in the notes dated to this 2026-10-18 pass. Voice audio still has to meet whatever the trainer accepts. The practical spec I can write without inventing numbers: a few clean vocal takes, your own voice or a voice you have rights to, no background-music soup in the training file. If the takes are noisy, you are training the noise. The 4/5 score does not specify a sample rate either. Leave the header check to the file you actually download.
License boundary
The Professional page and the Studio page list a commercial license. The Starter page does not. That omission is the finding. Do not buy Starter, ship a client spot, and argue that the brand "supports commercial use" in the abstract. The plan page you paid for is the page that has to say it. A higher tier's sentence does not drip down unless the terms say it drips down.
The main terms page shows a last-updated date of September 2023. That is old for a product that handles voice cloning and commercial rights in 2026. Old terms are not automatically void. They are a review flag. Screenshot them. If the product added cloning features after the terms date, ask support which document governs, and keep the answer. I would not want to discover the governing clause during a takedown.
One more line, because the marketing invites a mistake. "Sing like your favorite artist" is a feature slogan. It is not permission to clone a real singer. The public 60-day notes do not overturn that. A custom model trained on your takes is a different fact from a model trained on a celebrity a cappella you do not own.
Commercial use, where the plan actually grants it, remains a license to use. It is not a copyright registration.
Price on 2026-10-18
Starter is about $8 per month on annual billing. Professional is $20 per month. Studio is $56 per month during the promotion that was current for this snapshot. The promotion price is not a permanent list price. Write "promo" next to $56 or you will under-forecast next quarter. Free entry exists, with limits. Use it to hear a preset voice and to see whether your training takes converge. Do not use it as the legal basis for a paid publish.
Fixture log
The voice stage passes when the takes are clean and the genre is not asking the song model to do the hard part. The song stage is optional and weaker, especially where complex material smears. The stem stage fails on current labeling. The commercial stage passes only on Professional and Studio, and only as a license, with a terms page that has not been refreshed since September 2023. That is a complete scorecard without any new listening claims.
Who it fits: creators making covers and vocal-led clips who already hold an instrumental or a finished song from another tool. It also fits a product team that wants a voice API and is willing to own the rights question in their own terms of service. Open Musicfy and read the Starter page and the Professional page side by side before you pick a tier. The absence of a sentence is data.
Solmi: MP3 to Lip-Synced Picture
Solmi answers a downstream ticket: the song exists, and the publisher asked for a video. It does not replace the generator that wrote the chorus. If you are still on the "fix the Chinese line" bug, finish that on a music tool, bounce a file, then come here. Upload MP3 or WAV. A Suno download is an acceptable input if you actually have the file. The account link is Solmi.
Model
You pick an aesthetic. Solmi detects lyrics, builds characters and scenes, and lip-syncs the vocal. The published language coverage is 14 languages, which is wide enough for the bilingual fixture if the lyric detector agrees with what you sang. Detection is not the same as pronunciation repair. If the Chinese line was wrong in the audio, the video will mouth the wrong line with confidence. Fix the audio first. A video model cannot inpaint a phoneme it only sees as a waveform.
Casting from your own photos is how you keep the same face across scenes. That feature has a rights twin: you need the right to use those photos and the right to depict those people. The tool will not invent that right for you.
Duration
The official estimate from upload to a finished video is roughly 3–10 minutes. In the pass that matches this write-up, the path was: upload a three-minute MP3, approve a storyboard, then render, inside that same 3–10 minute estimate. I am not tightening the estimate to a single number. Network, length, and aesthetic choice can move you inside the window. What I will not do is quote a 30-second render just because the music fixture was 30 seconds. The video job was described on a three-minute master.
Aspect ratios are part of the contract, and they are more specific than the audio tools managed to be. YouTube at 16:9. TikTok and Reels at 9:16. Spotify Canvas as an 8-second vertical. If your publisher is a Canvas loop, an 8-second spec is the acceptance, not a full-length MV. If your publisher is a vertical ad, 9:16 is the acceptance. Generate the one the placement needs. A 16:9 master cropped in an editor is how faces lose the lip sync you just paid for.
Stems
Not the job. Solmi consumes a stereo master. It does not replace a stem splitter, and I found no reason in the product notes to pretend it prints drums and bass as separate files. Keep the music tool in the pipeline for the stem task. Solmi starts when the master is done. Passing a project file in and hoping for buses is a category error.
Sample rate and files
Input is MP3 or WAV. Output specs that are actually printed are about the picture: free preview at 20 seconds, 480p, with a watermark; paid plans at full length, 720p or 1080p, without the watermark. No audio sample rate is published for a re-render because the audio is the file you uploaded. Preserve your master. Do not let a video export become the only copy of the song. A compressed video soundtrack is a terrible archive, and 480p preview audio is worse. Store the WAV next to the MP4 and treat the video as a picture deliverable.
Pasting a Suno link often fails. Solmi's own FAQ says so, and the reliable path is to download the file first and upload that. If you are automating this, do not build the integration on a share URL. Build it on a file upload. The link failure is a known edge, not an intermittent mystery you should retry fifty times.
License boundary
The site says paid plans include commercial licensing. That is a site statement about a video plan. It does not clear the song inside the video. If the master came from Suno, Mureka, ElevenMusic, or anywhere else, the music license still has to allow the video use. Solmi cannot grant rights in an input you did not have. A watermark-free 1080p export is a product entitlement. It is not a chain-of-title document.
The free tier is a 20-second, 480p preview with a watermark, no credit card, plus daily credits for limited songs or lyric videos. That preview is enough to judge whether the aesthetic and the mouth match. It is not a publishable ad. The watermark is the contract made visible.
The harder finding is corporate identity. The terms, the homepage, and the press kit do not disclose a legal entity name or a team. Treat Solmi as a product. The pages do not name a legal entity. Pricing also renders dynamically, so the numbers below are the ones visible on 2026-10-18 and still need a checkout check. If your compliance process requires a vendor legal name before a purchase order, this gap is a blocker, not a footnote.
Price on 2026-10-18
Plus is $35 per month. Creator is $85 per month. Pro is $135 per month. Paid output is the full-length 720p or 1080p file without a watermark. I would not annualize these into a discount the page did not offer in the snapshot. Confirm the dynamic price at checkout, then screenshot it. The gap between a 20-second watermarked preview and a $35 plan is the real purchase decision. Make it after you have seen the mouth on your own chorus, not after you have seen a demo reel.
Fixture log
Three minutes of audio, a storyboard approval, a render inside 3–10 minutes, lyric detection across the 14-language claim, and a stable face when the cast comes from your photos. The Suno-link failure mode is specific enough to write a test for: a pasted link should be treated as an expected fail, and the file upload is the happy path. Udio users are in the same bucket as Suno users here. Bring a download, not a player URL.
Who it fits: anyone who already has the song and needs a vertical or a widescreen today, and who can tolerate an unverified legal entity on the vendor side. Speed is the feature. Title is the risk. Use Solmi for the upload test, and keep the master audio in your own bucket.
One More Shot AI: Shot-Level Video After the Song Exists
One More Shot AI aims at independent artists and labels. It is a downstream tool, and that is a compliment, not a slight. Do not ask it to write the chorus Suno missed. Compare its pictures to Runway, Kaiber, and Solmi. The song is an input. The control over shots is the product. I opened One More Shot AI.
Model
Three modes cover three levels of control, and they should be three code paths, not one "make video" button.
AI Artist builds a persistent virtual artist from a photo or a description and reuses that identity across videos. Persistence is the point. A one-off face that changes every render will not survive a three-video release schedule.
Auto Videos takes a song and photos, then AI agents arrange the video the way a small crew would. You trade control for speed. The published limit inside this mode is real: no model picker, and no per-scene storyboard. If you need to approve every shot before tokens burn, Auto is the wrong mode. Switch to Project Mode.
Project Mode is where you edit individual shots. That is the precision path, and it is why a label would sit here instead of on a one-click MV tool. It is also the path that costs operator time. Do not quote Auto's render clock as the cost of Project Mode.
The system analyzes waveform, beats, tempo changes, vocal segments, and mood to build synchronized visuals. There are Business, Labels, and API entry points for anyone who needs this outside a single artist login. The existence of an API entry is the finding. The schema is something you read after you are in the account.
Official showcase pieces run 2:26 and 3:19. Those are full videos, not five-second demos. I am citing the showcase lengths as published durations, not as the length of Chen's 40-second picture lock.
Duration
A four-minute song in Auto mode took about 20–30 minutes and produced 38 shots, with a consistent AI artist and mostly accurate lip sync. The on-screen countdown said 60 minutes and finished early. I am keeping both numbers because they teach different things. The 20–30 minute range is the observed job length for a four-minute master. The 60-minute countdown is a UI estimate that was pessimistic. If you are writing a progress bar on top of their progress bar, do not tell the user "60 minutes" as a promise, and do not tell them "20 minutes" as a promise either. Show their countdown, and log the actual completion.
Before you spend render tokens, a moodboard previews palette, story, and character stills. That preview is the cheap assert. Use it. Skipping it because Auto feels automatic is how you pay for 38 shots of the wrong wardrobe.
A four-minute song is not the 30-second chorus fixture. Scale your expectation. I am not dividing 25 minutes by four and declaring a per-minute SLA. The data point is one published job shape: about four minutes of music, Auto, 38 shots, 20–30 minutes of wall clock, countdown reading 60.
Stems
Out of scope. The input is the song plus photos. Shot edits happen in Project Mode. Nothing in the notes says you get vocal, drums, bass, and other back out. Do the stem work before the video work. A 38-shot render of a mix you cannot reopen is a painful way to discover that the bass was wrong.
Sample rate and files
Audio format specs were not the published contract. Picture and time were. You upload a song you already rendered, so the sample rate is whatever you bounced. Lip-sync quality follows the vocal clarity of that bounce. A chorus with a smeared Chinese line will sync to the smear. The countdown behavior is the other interface contract worth testing: the number on screen can overestimate, and finishing early is not a crash. Assert on job state, not on the first countdown value.
License boundary
You have to hold the rights to every song, every photo, and every person you upload. That sentence is broader than "don't clone a celebrity voice." A band photo, a friend's face, a sample you do not own, a Suno master your plan does not allow you to visualize: all of those fail the input test even if the renderer is happy to try. The tool will produce the frames. The problem arrives later, from a person or a rightsholder. Build the check before the upload, not after the render.
There is a free start. Pricing itself is shown inside the app. I am not writing a dollar figure, because the public page did not give me a stable one and the fact pattern says not to invent one. Confirm at checkout. A free start is enough to see the moodboard and to learn which mode you actually needed.
The company behind the product is KRNL SRL in Milan. The CEO title belongs to KRNL, not to a separately verified company named One More Shot AI. If a vendor form asks for the legal entity, write KRNL SRL, not a guessed brand entity. I am not going to invent a registration number or a share structure that was not in the pages.
Commercial use of the output still cannot outrun the rights in the input. And a platform license, if your paid plan includes one, is permission. It is not a copyright registration in the video or in the song.
Price on 2026-10-18
App-side pricing only. No USD number in this note. If a reseller page quotes a monthly dollar amount, it is not part of this snapshot unless you saw it inside the app on 2026-10-18 and saved the screenshot. I did not freeze one, so the cell stays "confirm in the app."
Fixture log
The success case is a consistent identity across 38 shots, mostly accurate lip sync, a moodboard you can reject for free, and a job that beat a pessimistic countdown. The failure case is Auto when you needed a per-scene storyboard, or any upload you did not have rights to. Showcase lengths of 2:26 and 3:19 are evidence that the tool is trying to finish real videos. They are not evidence about musical quality, because musical quality was not the task.
Who it fits: artists and small labels who want a stable visual identity and shot-level control, and who already have a master they are allowed to picture. For a same-day MV with less control, Solmi is the faster comparison. For the song itself, neither one is the Suno replacement.
The second link, same string, is One More Shot AI. Check the mode before you spend the render.
Side-by-Side on 2026-10-18
All paid-from figures below are the official numbers that were visible on October 18, 2026. They change. Loudly and One More Shot AI stay unpriced on purpose. A blank cell is more honest than a stale blog number.
| # | Tool | Best for | Free tier | Paid from |
|---|---|---|---|---|
| 1 | Mureka | Full song replacement | Yes | ~$8/mo annual |
| 2 | ElevenMusic | Model quality and editing | Yes, limited | $6/mo (ElevenLabs); $9.99/mo (ElevenMusic.io) |
| 3 | Soundverse | All-in-one studio | ~3 full songs | $12/mo ($10 annual) |
| 4 | Tunee | Conversational agent plus video | Yes, stricter rights | Full price list not published; ~$18/mo referenced |
| 5 | Loudly | Rights-cleared production | Yes, no card | Dynamic pricing; confirm at checkout |
| 6 | AI Song Maker | Features per dollar | 20 credits/day | $14.99/mo ($10.49 annual) |
| 7 | ACE Studio | Pro vocal synthesis | Limited start | ~$16.58/mo annual |
| 8 | Musicfy | AI voice and covers | Yes | ~$8/mo annual |
| 9 | Solmi | Song to MV, fast | 20s watermarked preview | $35/mo |
| 10 | One More Shot AI | Controlled MV production | Yes | App-side pricing |
How I would read this table in a design review. The "best for" column is a job, not a quality crown. The free column tells you whether the fixture can run without a card. The paid column is a 2026-10-18 snapshot, and two of the rows refuse to be snapshotted. If a teammate sorts by price and drops Loudly for having no number, they sorted a missing value into "expensive" or into "free." Both sorts are wrong. Open the checkout.
A second reading, against the four assertions. Full-song repair wants Mureka's region edit or ElevenMusic's inpainting, with Tunee's chat and AI Song Maker's section replacement as alternate patches, and ACE Studio as the MIDI patch. Chinese delivery has one published head-to-head worth citing: Tunee's public test against Suno. Everyone else still owes you a run of the four Chinese lines. Stems are real, today, on Mureka (12, Pro), Loudly (up to 9), and Soundverse (from Creator). ACE Studio has a splitter inside a vocal synth workflow. Musicfy's splitter is still Coming Soon. Solmi and One More Shot AI do not pretend. Commercial clarity is best on Loudly's paid own-model grant, sharpest as a trap on AI Song Maker's free column, and split across two products on ElevenMusic. Soundverse's two official pages disagree. Solmi's paid plans say they include commercial licensing, and the vendor entity is undisclosed. That is the whole table in prose. The grid is only an index.
Picking a Tool From the Ticket, Not the Homepage
Match the ticket to one line, then run the free tier that line points at. Do not subscribe to a stack ranking.
You want the closest one-to-one replacement for a Suno prompt-to-song flow, and you still want stems and a DAW path afterward. Start with Mureka. The public timing prior is 86 seconds and tracks around 3:17, the stem depth is 12 on the paid stem tier, and region editing is the repair.
You care about editing one bad line more than you care about the cheapest seat. Go to ElevenMusic. Inpainting and section composition save more time than a faster first render. Remember the fork: ElevenLabs Starter at $6 per month is not the same license as ElevenMusic.io Pro at $9.99, or about $7.99 annual, and only Pro new songs drop the "Made with ElevenMusic" credit and go to streaming.
You want one place for the song, the stems, the voice, and the video, and you can tolerate an agent that asks questions. Soundverse is the widest workspace here. Budget tokens, not just the seat. Creator at $12, Pro at $36, Max from $72, free grant roughly three songs, extend at 45 tokens.
You would rather chat than fill out a form, and Chinese delivery is on the brief. Tunee is built around the conversation and a public 4.5/5 across 37 songs. The price table is the part you cannot review in public. Assume a checkout surprise, and assume video spends the day budget.
You need music in client work and you need the paperwork to say "worldwide, non-exclusive, royalty-free" for the vendor's own output. Loudly. Keep VEGA and MANTA 1 distinct. Keep partner models out from under that sentence. Do not type a dollar amount until the live pricing page shows you one.
You have about ten dollars a month on an annual Basic and a long list of buttons. AI Song Maker on aisongmaker.io gives you the most surface per dollar, from $10.49 annual Basic up to Pro at $41.99 annual. Read the FAQ before you believe the free-column commercial badge. Remember CNINGOT LLC, and remember that aisongmaker.ai is not this vendor.
You already have a melody or MIDI, and the performance has to be directed. ACE Studio will beat every prompt box on vocal control. Budget about ten minutes and the six expression curves. Artist is about $16.58 per month annual. Do not arrive with an empty arrangement.
You need a singer, not a song. Musicfy. Professional at $20 and Studio at $56 promo list a commercial license. Starter at about $8 annual does not list one on its page. Stems are still Coming Soon. The terms date is September 2023.
You already have the song and you need a video before the end of the day. Solmi for speed: 3–10 minutes, 14 languages, 16:9, 9:16, 8-second Canvas, Plus at $35. One More Shot AI for shot-level control: Auto in about 20–30 minutes for a four-minute song, 38 shots, Project Mode when Auto is too blunt, price inside the app, entity KRNL SRL.
If two lines match, open both free tiers and run the same 30-second chorus. The one that lets you fix a single line without a full reroll is the one worth paying for. That test is cheaper than a month on the wrong seat.
Three Commercial Rules Before You Merge
This is the section listicles skip. It is also the section that shows up as a refund, a takedown, or a client who will not pay.
Rule 1: "Commercial use" is permission, not ownership.
When a platform grants commercial rights, it is giving you a license under its terms. The license is usually non-exclusive. Loudly says this in the clearest words of the group: worldwide, non-exclusive, royalty-free, for its own output. That wording is a use right. It is not a guarantee that you can register a copyright in every country. It is not a promise that no third party will ever object. It is not an assignment of the composition to your company. Put the license in the deal folder. Do not put "we own the master" in the deal folder unless a lawyer has told you, in writing, that this specific output supports that sentence. No tool in this list gave me that sentence.
Rule 2: Free tiers are a different contract.
AI Song Maker's own pages disagree about whether free songs are commercial. The card has worn a Commercial License badge in the Free column. The FAQ says personal, non-commercial only. Believe the FAQ and the license page. ElevenMusic lets free new songs be used commercially and requires a visible "Made with ElevenMusic" credit, while only Pro new songs can go to streaming platforms without that credit. Soundverse's free-trial output cannot be monetized, and the finished track is supposed to contain human-added content. Tunee's free output is more restricted than Basic, Plus, and Pro. Musicfy's Starter page does not list the commercial sentence that Professional and Studio list. Solmi's free file is a 20-second watermarked preview. Read the plan you will actually publish under. A trial render is a listening file until the plan says otherwise.
Rule 3: Input rights are your problem.
Upload a reference track, a real singer's voice, a melody you do not own, or a person's photo, and you need the rights to that input. ElevenMusic's copyright screen reduces one risk and then blocks downloads that reference other artists' songs. It does not move the risk onto ElevenLabs. Musicfy's cloning tools do not become legal because the button exists. ACE Studio's cloned voices depend on your rights. One More Shot AI requires rights in every song, photo, and person. Solmi will lip-sync whatever master you had the right to upload, and it will also lip-sync a master you did not. The renderer is not the rights department.
One habit that costs nothing: screenshot the pricing page and the license page on the day you subscribe. Plan names and prices move faster than articles do. The date on this note is 2026-10-18. If you are reading it later, the screenshots you take yourself outrank the table above.
FAQ
Is Suno still worth paying for in 2026?
Yes, if what you need is speed and the prompt-to-song feel. I burned a session on it for Chen's spot and the wall I hit was repair plus a credit cap, not "the model cannot sing." The alternatives in this note win on editing depth, stem workflows, clearer licensing, or video. Switch when you hit a specific wall. Do not switch because a ranked list told you to. If Suno already fixes the section you care about on your current plan, stay. If it only offers a full reroll, the first two sections of this note are the migration.
Which alternative has the most usable free plan?
"Usable" means "enough to judge the interface," not "enough to score a commercial campaign." Soundverse gives you roughly three full songs on 1,000 tokens. AI Song Maker gives 20 credits a day, about four generations. ElevenMusic lets you create free songs if you can live with attribution. Solmi gives a 20-second watermarked preview at 480p and does not ask for a card. Loudly lets you hear models without a card and then stops the export at 30 seconds. Tunee is about three songs a day with stricter rights. All of those are enough to run the chorus fixture. None of them are a blanket commercial grant. Mureka, ACE Studio, Musicfy, and One More Shot AI also let you start free, with the limits already spelled out in their sections.
Can I release AI-generated songs on Spotify?
It depends on the plan, not on the mere fact that a website generated audio. ElevenMusic is the explicit example: DSP distribution is limited to Pro new songs. A free song that is commercially usable with a "Made with ElevenMusic" credit is still the wrong file for a distributor upload. Other tools vary, and several never mention streaming by name. Check the distribution clause before you upload. A Loudly use-license, a Musicfy Professional license, or a Solmi video license does not rewrite a distributor's content policy. Read both documents. The expensive failure is a release week takedown, not a rejected preview.
Which one sounds the most like Suno?
Mureka and ElevenMusic are the closest in workflow and in full-song output. Mureka, in the public six-brief same-prompt test, averaged tracks around 3:17 with generations around 86 seconds. ElevenMusic's v2.5 won most pairs in the vendor's 47,885-pair blind evaluation. Taste is still subjective. Run your own reference through the free tiers, including the Chinese chorus line, and keep the take you can repair. If the ticket is a voice rather than a song, Musicfy is the closer comparison and Suno is the wrong baseline. If the ticket is a video, you are comparing Solmi and One More Shot AI to each other, not to Suno.
Do I have to credit the tool?
Only when the plan says so. ElevenMusic's free tier requires the visible credit "Made with ElevenMusic." Pro new songs do not. Tunee's free tier expects attribution, and the paid Basic, Plus, and Pro grants are the ones that talk about commercial rights for qualifying content. Other products vary by plan, and a few hide the answer in a FAQ that contradicts a pricing badge. If the credit is required, it is part of the deliverable, like a font license. Ship it where the audience can see it. Do not bury it in a README and call the ad clean.
Bottom Line
The best Suno alternative in 2026 is whichever one does the job after the song exists. Pick Mureka when you want the closest replacement and a 12-track stem path. Pick ElevenMusic when you need to patch one line and you can keep the ElevenLabs plan and the ElevenMusic.io plan straight. Pick Soundverse when the workspace has to cover song, stems, voice, and video, and you will watch the token meter. Pick Solmi when the master is done and you need a picture in 3–10 minutes. Pick One More Shot AI when the picture needs shot control and you can accept app-side pricing from KRNL SRL.
Leave SOUNDRAW off this list unless the job is a royalty-free bed with no lead vocal. Leave aisongmaker.ai off the invoice unless you meant that other company. Do not write a dollar price for Loudly or for One More Shot AI until the live screen shows you one. Do not tell a client that a commercial toggle is a copyright registration.
Then do one thing today. Open two free tiers. Run the same 30-second chorus, female vocal, 92 BPM, one Chinese line. Try to fix that line without regenerating the whole file. The tool that lets you fix it is the one worth paying for on a snapshot dated 2026-10-18.
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