ACE-Step 1.5 XL vs Stable Audio 2.5

ACE-Step 1.5 XL and Stable Audio 2.5 side by side: specs, capabilities, parameters, and live pricing from the EmpirioLabs catalog.

ACE-Step Stability AI Audio Generation

ACE-Step 1.5 XL vs Stable Audio 2.5 at a glance

ACE-Step 1.5 XL from ACE-Step and Stable Audio 2.5 from Stability AI are both in the Audio Generation category, available through the EmpirioLabs API.

Key differences

  • ACE-Step 1.5 XL is the newer release (Apr 2, 2026); Stable Audio 2.5 was released on Sep 10, 2025.
  • Capabilities listed only for ACE-Step 1.5 XL: lyrics, text to music, seed control, commercial ready.
  • Capabilities listed only for Stable Audio 2.5: text to audio, sound effects.

ACE-Step 1.5 XL vs Stable Audio 2.5: specs

SpecACE-Step 1.5 XLStable Audio 2.5
Model IDace-step-1-5-xlstable-audio-2-5
AuthorACE-StepStability AI
ReleasedApr 2, 2026Sep 10, 2025
Input
Text
Text
Output
Audio
Audio
Endpoints
POST /v1/audio/generations
POST /v1/audio/generations
Capabilities
music generation lyrics text to music seed control commercial ready
music generation text to audio sound effects

ACE-Step 1.5 XL vs Stable Audio 2.5: API pricing

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

ACE-Step 1.5 XL vs Stable Audio 2.5: 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.

ParameterACE-Step 1.5 XLStable Audio 2.5
promptstringstring
lyricsstring-
audio_duration10 to 600 Default: 30-
num_inference_steps1 to 20 Default: 8-
guidance_scale0 to 20 Default: 1-
shiftnumber-
seedintegernumber
formatflac, wav, ogg, mp3 Default: flac-
response_formaturl, b64_json Default: url-
return_base64boolean Default: false-
mode-text-to-audio, audio-to-audio, audio-inpaint Default: text-to-audio
output_format-mp3, wav Default: mp3
duration-1 to 190 Default: 190
steps-4 to 8 Default: 8
cfg_scale-1 to 25 Default: 1
strength-0.01 to 1 Default: 1

ACE-Step 1.5 XL vs Stable Audio 2.5: limits and notes

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.

Stable Audio 2.5

Adds audio-inpaint mode (regenerate a time window) on top of Stable Audio 2.0.

Mode requirements

  • Audio-to-audio and audio-inpaint both require BOTH a prompt and an uploaded audio file
  • Audio-to-audio uses the reference audio for style/conditioning, NOT for voice cloning

How to call ACE-Step 1.5 XL and Stable Audio 2.5

ACE-Step 1.5 XL 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 ace-step-1-5-xl or stable-audio-2-5. 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": "ace-step-1-5-xl",
    "prompt": "Describe what you want ACE-Step 1.5 XL to generate."
  }'

ACE-Step 1.5 XL vs Stable Audio 2.5: tests and guides

Prompt tests and comparison runs that cover both models.

ACE-Step 1.5 XL vs Stable Audio 2.5: common questions

What is the difference between ACE-Step 1.5 XL and Stable Audio 2.5?

ACE-Step 1.5 XL is the newer release (Apr 2, 2026); Stable Audio 2.5 was released on Sep 10, 2025. Capabilities listed only for ACE-Step 1.5 XL: lyrics, text to music, seed control, commercial ready. Capabilities listed only for Stable Audio 2.5: text to audio, sound effects. The specs, rate cards, and parameters on this page come from the live EmpirioLabs catalog.

Which is newer, ACE-Step 1.5 XL or Stable Audio 2.5?

ACE-Step 1.5 XL is the newer release (Apr 2, 2026); Stable Audio 2.5 was released on Sep 10, 2025.

Which has the lower rate, ACE-Step 1.5 XL or Stable Audio 2.5?

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 ACE-Step 1.5 XL and Stable Audio 2.5 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 ACE-Step 1.5 XL and Stable Audio 2.5 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.

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