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Linum vs Miredo

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Linum compared with Miredo
DetailLinum logo LinumMiredo logo Miredo
What it doesGenerative video models for animation AI music generator that creates songs with lyrics, vocals and cover art you can use commercially
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given Freemium
PricingNot given Free: 100 credits on sign-up. Credit packs from $5 (250 credits). Subscriptions from $29/month (1,500 credits). Music generation costs 10 credits and returns two versions.
Key features
  • Pyramid-JiT (P-JiT) architecture with 32×32 token reduction
  • 4× more aggressive token reduction than Linum v2
  • Converges in 11× fewer samples than Linum v2
  • 2B-parameter model with frozen Qwen text encoder
  • Pixel-space diffusion with multi-resolution readouts
  • PixelREPA alignment with DINOv3-L
  • Curriculum learning over noise schedule
  • Music generation with two versions
  • Lyrics generator for song drafts
  • Extend music tool for longer songs
  • AI cover for different song styles
  • Add vocals and instrumentals to backing tracks
  • Section replace to rewrite song parts
  • Vocal remover and stem splitter
  • AI mastering for polished audio
  • Upload and edit your own audio files
  • Certificate of Authorship for each song
What makes it different
  • Low-cost training: full 2B model trained for just $21K in compute
  • Controls baked into model training rather than post-hoc fine-tuning
  • Pixel-space compression without separate VAE bottleneck
  • Apache 2.0 open release with full model weights and code
  • Unlimited downloads on paid accounts with no monthly caps
  • Refine songs in one conversation without losing originals
  • No music experience needed; describe in everyday words
  • Upload your own lyrics or audio files to build on
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)44 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)50
Citation Flow (Majestic)320
Referring domains (Majestic)3970

3 details filled in for both companies.

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