Home Blog

Stable Audio 3 Medium vs Stable Audio 2.5 vs ACE-Step 1.5 XL: one beat, one sound effect

Stable Audio 3 Medium vs Stable Audio 2.5 vs ACE-Step 1.5 XL blog cover

Oct 24, 2026

EmpirioLabs AI

Disclosure: This article was written with AI assistance and reviewed by EmpirioLabs AI.

Short answer: Stable Audio 3 Medium makes instrumental music and sound effects up to 380 seconds for $0.035 a request at any length; Stable Audio 2.5 makes the same kinds of clips up to 190 seconds for $0.68 a request; ACE-Step 1.5 XL is the one for songs with sung lyrics, from 10 to 240 seconds at $0.00025 a second ($0.0075 for 30 seconds). Listen to the clips below and pick by the sound you need. All three run on EmpirioLabs through one API.

Specs at a glance

Stable Audio 3 MediumStable Audio 2.5ACE-Step 1.5 XL
Price$0.035 per request$0.68 per request$0.00025 per second
A 30-second clip costs$0.035$0.68$0.0075
Length1 to 380 seconds1 to 190 seconds10 to 240 seconds
Sung lyricsNoNoYes
Sound effectsYesYesNo (music)
FormatsMP3, WAV, FLAC, OggMP3, WAVFLAC, WAV, Ogg, MP3

How we ran it

Each model got the same prompts, one shot each, with the same seed (20261024) and its default settings, through POST /v1/audio/generations on October 24, 2026. ACE-Step 1.5 XL ran the beat as an instrumental ("lyrics": "[instrumental]") and skipped the sound effect, which is not what it is for. No result was retried or picked.

Prompt 1: a 30-second lo-fi beat

Warm lo-fi hip hop beat with soft Rhodes piano, vinyl crackle, mellow bass and brushed drums, 85 BPM

Stable Audio 3 Medium

Stable Audio 2.5

ACE-Step 1.5 XL

Prompt 2: a 10-second sound effect

A steam train passing through a station: approaching chuffing, a long whistle, brakes squealing, then fading away

Stable Audio 3 Medium

Stable Audio 2.5

When to use each

  • Stable Audio 3 Medium for instrumental tracks and sound effects, especially long ones: a six-minute track costs what a ten-second one does.
  • Stable Audio 2.5 when you already build on it and clips up to 190 seconds are enough.
  • ACE-Step 1.5 XL for songs with sung lyrics, priced by the second.

Generate them on EmpirioLabs

curl https://api.empiriolabs.ai/v1/audio/generations \
  -H "Authorization: Bearer $EMPIRIOLABS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "stable-audio-3-medium",
    "prompt": "Warm lo-fi hip hop beat with soft Rhodes piano, vinyl crackle, mellow bass and brushed drums, 85 BPM",
    "duration": 30
  }'

The response is a job_id to poll at GET /v1/jobs/{job_id}. Change model to stable-audio-2-5 or ace-step-1-5-xl to run the same prompt on another model; each model page lists its own controls.

Frequently asked questions

Which one makes the longest clips?

Stable Audio 3 Medium, up to 380 seconds in one request.

Which one sings lyrics?

ACE-Step 1.5 XL. Both Stable Audio models make instrumental music and sound effects.

Does a longer clip cost more?

Not on the Stable Audio models, which are priced per request. ACE-Step 1.5 XL is priced per second of audio.

Try it

Playground | Models | Pricing

Stable Audio 3 Medium and Stable Audio 2.5 are Stability AI models. Powered by Stability AI.

Ready to use better endpoints?

Explore our models, or contact us about business inquiries, custom deployments, or anything else.