Stable Audio 3 Medium vs ACE-Step 1.5 XL

Stable Audio 3 Medium and ACE-Step 1.5 XL side by side: specs, capabilities, parameters, and live pricing from the EmpirioLabs catalog.

Stability AI ACE-Step Audio Generation

Stable Audio 3 Medium vs ACE-Step 1.5 XL at a glance

Stable Audio 3 Medium from Stability AI and ACE-Step 1.5 XL from ACE-Step are both in the Audio Generation category, available through the EmpirioLabs API.

Key differences

  • Stable Audio 3 Medium is the newer release (May 20, 2026); ACE-Step 1.5 XL was released on Apr 2, 2026.
  • Capabilities listed only for Stable Audio 3 Medium: text to audio, sound effects.
  • Capabilities listed only for ACE-Step 1.5 XL: lyrics, text to music, commercial ready.

Stable Audio 3 Medium vs ACE-Step 1.5 XL: specs

SpecStable Audio 3 MediumACE-Step 1.5 XL
Model IDstable-audio-3-mediumace-step-1-5-xl
AuthorStability AIACE-Step
ReleasedMay 20, 2026Apr 2, 2026
Input
Text
Text
Output
Audio
Audio
Endpoints
POST /v1/audio/generations
POST /v1/audio/generations
Capabilities
music generation text to audio sound effects seed control
music generation lyrics text to music seed control commercial ready

Stable Audio 3 Medium vs ACE-Step 1.5 XL: API pricing

Live rates from the EmpirioLabs catalog for both models. Each rate card always matches what the API charges.

Stable Audio 3 Medium vs ACE-Step 1.5 XL: API parameters

Request parameters each model lists on EmpirioLabs, with the allowed values or range where one applies. A dash marks a parameter the model does not list.

ParameterStable Audio 3 MediumACE-Step 1.5 XL
promptstringstring
audio_duration1 to 380 Default: 3010 to 600 Default: 30
num_inference_steps4 to 8 Default: 81 to 20 Default: 8
seed0 to 2147483647integer
formatmp3, wav, flac, ogg Default: mp3flac, wav, ogg, mp3 Default: flac
response_formaturl, b64_json Default: urlurl, b64_json Default: url
return_base64boolean Default: falseboolean Default: false
lyrics-string
guidance_scale-0 to 20 Default: 1
shift-number

Stable Audio 3 Medium vs ACE-Step 1.5 XL: limits and notes

Stable Audio 3 Medium

Generates music and sound effects from text: 44.1 kHz stereo, from 1 to 380 seconds per clip. Powered by Stability AI.

Input

  • A text prompt describing the music or sound: genre, instruments, mood, tempo, or the effect.
  • audio_duration sets the length in seconds, from 1 to 380. The default is 30.
  • num_inference_steps from 4 to 8. The default is 8.
  • seed repeats a result. Negative prompts, lyrics and audio inputs are not supported.

Output

  • MP3 by default, or WAV, FLAC or Ogg with format.
  • A signed URL by default, or base64 with response_format set to b64_json.

Billing

  • Billed per clip, whatever its length. A request that fails is not billed.

Weights

  • FP16.

ACE-Step 1.5 XL

Defaults

  • 8 inference steps
  • Guidance scale 1.0
  • Lossless FLAC output

Controls

Supports lyrics, prompt/description, 10-600s duration, seed, shift, and URL or base64 output mode.

How to call Stable Audio 3 Medium and ACE-Step 1.5 XL

Stable Audio 3 Medium runs through POST /v1/audio/generations. The request returns a job_id right away; poll GET /v1/jobs/{job_id} until the job completes and read the output URLs from the result. Both models are called through the same endpoint. Set model to stable-audio-3-medium or ace-step-1-5-xl. Get an API key from the EmpirioLabs dashboard.

cURL: submit the job
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": "Describe what you want Stable Audio 3 Medium to generate."
  }'

Stable Audio 3 Medium vs ACE-Step 1.5 XL: tests and guides

Prompt tests and comparison runs that cover both models.

Stable Audio 3 Medium vs ACE-Step 1.5 XL: common questions

What is the difference between Stable Audio 3 Medium and ACE-Step 1.5 XL?

Stable Audio 3 Medium is the newer release (May 20, 2026); ACE-Step 1.5 XL was released on Apr 2, 2026. Capabilities listed only for Stable Audio 3 Medium: text to audio, sound effects. Capabilities listed only for ACE-Step 1.5 XL: lyrics, text to music, commercial ready. The specs, rate cards, and parameters on this page come from the live EmpirioLabs catalog.

Which is newer, Stable Audio 3 Medium or ACE-Step 1.5 XL?

Stable Audio 3 Medium is the newer release (May 20, 2026); ACE-Step 1.5 XL was released on Apr 2, 2026.

Which has the lower rate, Stable Audio 3 Medium or ACE-Step 1.5 XL?

The two models are priced on different units or tiers, so compare the live rate cards on this page. They always match what the API charges.

Can I switch between Stable Audio 3 Medium and ACE-Step 1.5 XL without rebuilding my integration?

Yes. Both models use POST /v1/audio/generations with the same EmpirioLabs API key, so most integrations switch by changing the model value. Check the parameters table on this page first if you rely on a model-specific parameter.

Can I try Stable Audio 3 Medium and ACE-Step 1.5 XL in the browser before integrating?

Yes. Open each model in the EmpirioLabs playground and run the same prompt on both, with the parameters the API exposes.

Ready to use better endpoints?

Check out our pricing or reach out if you want your own model deployed on our stack.