AI music generators compared: prompts, limits and structure
Seven AI music generators, seven ways of reading a prompt. This page sets them side by side, first by what each platform documents, then by how APMonster writes for each one. Then it writes one brief for all seven, so you can see what changes and why.
What does each platform document?
Each cell is a fact the platform's own pages give, as its guide sets out with the source and the date it was read.
| Platform | Prompt length | Things to avoid | Sung lyrics | Longest song | Downloads |
|---|---|---|---|---|---|
| Suno | None published (its form took 1,000 characters) | Exclude Styles box | Yes (its form took 5,000 characters) | 8 minutes per generation | Yes, capped by plan |
| Eleven Music | 4,100 characters (API) | Exclude styles, per track or section | Yes | 10 minutes | Yes |
| Lyria 3.5 | 131,072 tokens (API) | None documented | Yes, under a Lyrics: header | About 3 minutes | MP3 or WAV (API) |
| Stable Audio 3 | 10,000 characters (API) | None on the hosted API | No: instrumentals only | 380 seconds (API) | Yes, and you own them |
| EasyMusic | 1,000 characters (Style) | Exclude styles box | Yes (5,000 characters) | Set from 10 to 360 seconds (Fusion) | MP3, M4A, WAV and stems |
| Loudly | 1,000 characters | None | MANTA 1 only (3,000 characters) | 420 seconds (free plan: 30) | WAV, MP3 and stems |
| Udio | None stated | Style Reduction | Yes | 2:10 per generation, extendable | Off since 29 October 2025 |
How does APMonster write for each platform?
Each row is built from the file APMonster writes every prompt from. APMonster's working length is how long APMonster keeps its prompts for that platform, never more than the platform's own limit where it states one.
| Platform | Prompt form | APMonster's working length | Things to avoid | Song structure | LyrAssist writes | Tempo |
|---|---|---|---|---|---|---|
| Suno | Short sentences | 900 characters | "Exclude Styles" | Tags in the lyrics | Sung lyrics | "N BPM" |
| Eleven Music | Section plan | 1,500 characters | "Exclude styles" | Section plan with lengths | Sung lyrics | "N BPM" |
| Lyria 3.5 | A topic or genre, then comma-separated tags | 1,200 characters | None: said positively | Timestamped segments | Sung lyrics | "N BPM" |
| Stable Audio 3 | Track type, then comma-separated fields | 1,500 characters | None: said positively | Described in words | A vocal guide for a singer | "N BPM" |
| EasyMusic | Short sentences | 900 characters | "Exclude Styles" | Tags with cues, in the lyrics | Sung lyrics | "N BPM" |
| Loudly | Short sentences | 1,000 characters | None: said positively | Described in words | A vocal guide for a singer; sung lyrics for MANTA 1 | "N BPM" |
| Udio | A topic or genre, then comma-separated tags | 1,500 characters | "Style Reduction" | Tags in the lyrics | Sung lyrics | "N BPM" |
One brief, written seven ways
Here is one song, briefed once. Below it is the prompt APMonster's format calls for on each platform, and each structure as APMonster writes it. Each guide explains what changed for its platform, and why.
The briefGenre: dream pop Era: late 1980s Tempo: 92 BPM Key: A minor Mood: wistful, hopeful Instruments: chorus-soaked electric guitar, warm analog synth pads, soft drum machine, round bass Vocals: breathy female lead Avoid: heavy distortion, trap hi-hats Structure: Intro (4 bars, instrumental), Verse (16 bars), Chorus (8 bars), Verse (8 bars), Chorus (8 bars), Bridge (8 bars), Chorus (8 bars), Outro (4 bars, instrumental); about 2:47
Suno
StyleDream pop at 92 BPM in A minor. A breathy female lead, wistful and hopeful. Chorus-soaked electric guitar, warm analog synth pads, a soft drum machine and round bass, with a late-1980s shimmer.Exclude Styles
heavy distortion, trap hi-hatsLyrics (the section tags; LyrAssist writes the lines under each)
[Intro] [Verse 1] [Chorus] [Verse 2] [Chorus] [Bridge] [Chorus] [Outro]
Eleven Music
Overall styles (the start of the prompt)Global styles: dream pop, late-1980s shimmer, 92 BPM, A minor, wistful, hopeful, chorus-soaked electric guitar, warm analog synth pads, soft drum machine, round bass, breathy female vocalExclude styles
heavy distortion, trap hi-hatsSections (the rest of the prompt; LyrAssist adds the lyrics)
[Intro] (10s) style: soft, instrumental [Verse 1] (42s) style: steady [Chorus] (21s) style: strong [Verse 2] (21s) style: steady [Chorus] (21s) style: strong [Bridge] (21s) style: soft [Chorus] (21s) style: full force [Outro] (10s) style: very soft, instrumental
Lyria 3.5
Promptdream pop, chorus-soaked clean electric guitar, warm analog synth pads, soft steady drum machine, round bass, breathy female vocals, 92 BPM, A minor, wistful, clean warm mixTimed segments (the rest of the prompt)
[0:00 - 0:10] Intro: instrumental. Intensity: 3/10 (Low) [0:10 - 0:52] Verse 1. Intensity: 5/10 (Medium) [0:52 - 1:13] Chorus. Intensity: 8/10 (High) [1:13 - 1:34] Verse 2. Intensity: 5/10 (Medium) [1:34 - 1:55] Chorus. Intensity: 8/10 (High) [1:55 - 2:16] Bridge. Intensity: 4/10 (Low) [2:16 - 2:37] Chorus. Intensity: 9/10 (Very high) [2:37 - 2:47] Outro: instrumental. Intensity: 2/10 (Very low)
Stable Audio 3
PromptTrackType: Music, VocalType: Instrumental, Genre: dream pop, Instruments: chorus-soaked electric guitar, warm analog synth pads, soft drum machine, round bass, Moods: wistful, hopeful, slow build into each chorus, clean, warm late-1980s production, 92 BPMThe arc (added to the prompt)
Opens with a soft instrumental intro, builds into a steady verse, surges into a strong chorus, drops to a steady verse, surges into a strong chorus, drops to a soft bridge, surges into a full-force chorus, and ends on a very soft instrumental outro.Duration setting
2:47
EasyMusic
StyleLate-1980s dream pop at 92 BPM, wistful but hopeful. A breathy female voice leads over chorus-soaked electric guitar and warm analog synth pads, with a soft drum machine and round bass underneath. It opens sparse, swells into each chorus and fades out.Exclude styles
heavy distortion, trap hi-hatsLyrics (the section tags and cues; LyrAssist writes the lines under each)
[Instrumental Intro — soft] [Verse 1 — steady] [Chorus — strong] [Verse 2 — steady] [Chorus — strong] [Bridge — soft] [Chorus — full force] [Instrumental Outro — very soft] [End]Target duration
2:47
Loudly
PromptWistful dream pop at 92 BPM with a late-1980s shimmer and a gently building energy. Chorus-soaked guitar and warm analog synth pads float over a soft drum machine and round bass in a clean, airy mix.The arc (added to the prompt)
Opens with a soft instrumental intro, builds into a steady verse, surges into a strong chorus, drops to a steady verse, surges into a strong chorus, drops to a soft bridge, surges into a full-force chorus, and ends on a very soft instrumental outro.Length setting
2:47
Udio
PromptA slow drive home through a sleeping city, dream pop, breathy female vocals, wistful, hopeful, chorus-soaked electric guitar, warm analog synth pads, soft drum machine, round bass, 92 BPM, late-1980s shimmerStyle Reduction
heavy distortion, trap hi-hatsLyrics (the section tags; LyrAssist writes the lines under each)
[Intro] [Instrumental] [Verse] [Chorus] [Verse] [Chorus] [Bridge] [Chorus] [Outro] [Instrumental]
The structure blocks are exactly what the app writes for this song. The prompts show the shape APMonster asks for on each platform; the wording of a generated prompt varies from one generation to the next.
Frequently asked questions
Which AI music generators take a negative prompt?
Suno has an Exclude Styles box and EasyMusic an Exclude styles box, Udio has Style Reduction, and Eleven Music has Exclude styles for the whole track or one section. Google documents no negative prompt for Lyria 3.5, Stability's hosted API has none for Stable Audio 3, and Loudly has none: for those, describe what you want instead, as APMonster does.
Which AI music generators make instrumentals only?
Stable Audio 3 makes instrumentals only. Loudly's VEGA models do too, while its MANTA 1 model sings.
Where do section tags like [Chorus] go?
On Suno, EasyMusic and Udio they go in the lyrics box. Eleven Music takes a plan with a length for each section, Lyria takes section tags or timestamps in the prompt, and Stable Audio 3 and Loudly take no section tags, so the song's arc is described in words.
Which AI music generator makes the longest songs?
Eleven Music, at up to 10 minutes, then Suno at up to 8 minutes in one generation. Loudly makes up to 420 seconds, Stable Audio 3 up to 380 seconds through its API, and Lyria 3.5 about 3 minutes. Udio makes 2:10 at a time and extends from there.
Can you download songs from every platform?
No. Udio turned off downloads on 29 October 2025, and Suno limits them by plan. Eleven Music, Stable Audio 3, EasyMusic and Loudly offer downloads, and Lyria 3.5 returns MP3 or WAV through its API.