Alternatives to ACE-Step

2 alternatives to ACE-Step that we cover: Suno, ElevenLabs. The table shows the evidence behind each entry and whether its pricing has been verified.

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ACE-Step
SunoElevenLabs
ACE-Step alternatives: Suno, ElevenLabs

ACE-Step in brief

Open-source (Apache-2.0) music generation foundation model you can run yourself.

ACE-Step v1.5 was released on Jan 28, 2026 per the README. The repository's last push we saw was in February 2026, so treat it as a stable open option rather than a fast-moving one.

What it does well: Apache-2.0 open source; Runs locally; README says as little as 8GB VRAM with optimizations; ComfyUI nodes and LoRA training available.

Where it falls short: No GitHub releases found; last push Feb 2026; Setup needs a GPU and technical comfort; We did not listen-test it.

Latest version we cover: v1.5 (Jan 28, 2026). Vendor: ACE-Step.

When to look beyond ACE-Step

Skip ACE-Step if:

Read the full ACE-Step write-up →

When ACE-Step is still the right pick

Stay with ACE-Step if:

ACE-Step: Not verified. Evidence: Reported (not run by us).

Before you switch, note what we could not verify about ACE-Step:

See also all alternatives pages and side-by-side comparisons.

ACE-Step and its alternatives at a glance

ACE-Step and alternatives: evidence, pricing status, latest version and last verified date
ToolEvidencePricingLatest version we coverLast verified
ACE-StepReported (not run by us)Not verifiedv1.5
SunoReported (not run by us)Not verifiedv6
ElevenLabsReported (not run by us)Not verifiedn/a

Evidence labels: Reported means written from official sources; Tested means a small smoke test with its scope stated. See methodology. Pricing status shows how well we could verify prices; open each tool page for the note.

2 alternatives

SunoReported

Suno

Verdict: The most complete song-making tool we track; the v6 editing features are the draw. Rights and licensing questions are yours to check.

Pick Suno if: Anyone who wants finished songs from a prompt or a voice memo; Producers who want to edit sections in plain language.

  • For music: Suno is #1, ACE-Step is #3.
  • Latest release we cover: Suno v6 on Sep 9, 2026. ACE-Step v1.5 on Jan 28, 2026.
  • Evidence: Suno: Reported (not run by us). ACE-Step: Reported (not run by us).
  • Strength: Suno: Plain-language editing of parts of a song. ACE-Step: Apache-2.0 open source.
  • Main caveat: Suno: Best models need a paid plan. ACE-Step: No GitHub releases found; last push Feb 2026.
ElevenLabsReported

ElevenLabs

Verdict: Best for builders adding voice or music to products; the Video to Music API is the interesting new piece for creators.

Pick ElevenLabs if: Developers building voice agents or translation features; Creators who want an API that scores videos.

  • For music: ElevenLabs is #2, ACE-Step is #3.
  • Latest release we cover: ElevenLabs (no version recorded) on Oct 19, 2026. ACE-Step v1.5 on Jan 28, 2026.
  • Evidence: ElevenLabs: Reported (not run by us). ACE-Step: Reported (not run by us).
  • Strength: ElevenLabs: Detailed, dated API changelog. ACE-Step: Apache-2.0 open source.
  • Main caveat: ElevenLabs: Realtime Translation is enterprise-only. ACE-Step: No GitHub releases found; last push Feb 2026.

FAQ

What are the best alternatives to ACE-Step?

Suno, ElevenLabs. Each is covered with a verdict on this site.

When should I use something other than ACE-Step?

Skip ACE-Step if: You want a polished app with no setup; You need active weekly releases.