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Linum vs Motion Fab

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 Motion Fab
DetailLinum logo LinumMotion Fab logo Motion Fab
What it doesGenerative video models for animation AI agent for creating motion graphics by describing videos in chat
StageNot given Not given
FoundedNot given Not given
Based inUS DE
Pricing modelNot given Freemium
PricingNot given Free Start plan with monthly credit allowance; PRO plan with monthly or yearly billing (prices not specified on pages); credit packs available for PRO users
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
  • Edit animations in words without keyframes
  • Live preview with play, pause and scrub controls
  • Upload and integrate your own footage, photos and logos
  • AI-composed music and sound effects synced to animation rhythm
  • Built-in library of open-licence fonts for Latin and Cyrillic
  • AI image and clip generation within projects
  • Template-based project setup with style presets
  • MP4 video export
  • 3D effects rendering in code
  • Chat-based interface for animation direction
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
  • No timeline or keyframe editing required—control animations entirely through natural language chat
  • Instant preview updates as you refine your animation requests
  • AI automatically composes music and sound effects to match your animation
  • Works in browser with guest or signed-in workflows
  • Includes AI-generated images and clips alongside hand-built assets
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)511
Citation Flow (Majestic)3223
Referring domains (Majestic)39717

4 details filled in for both companies.

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