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Linum vs logo.deal

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 logo.deal
DetailLinum logo Linumlogo.deal logo logo.deal
What it doesGenerative video models for animation AI logo generator with real SVG output
StageNot given Not given
FoundedNot given Not given
Based inUS IN
Pricing modelNot given Freemium
PricingNot given Free: one free AI generation (two watermarked SVG concepts) with no signup. Starter $15/month or $144/year (160 studio credits per month). Pro $39/month or $374/year (420 studio credits per month). Agency $99/month or $950/year (1,050 studio credits per month). Annual plans include a 7-day free tria
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
  • AI generates logo concepts as real SVG vector graphics
  • Free manual edits to colours, text and layout
  • SVG and PNG exports included
  • Commercial use on paid plans
  • Works in Figma, Illustrator and Inkscape
  • Four logo concepts per generation
  • Four style options: minimal, playful, luxury, tech
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
  • Real SVG output that stays sharp at any size, not rasterized images
  • Free manual edits included with every subscription
  • No designer in the loop; you make the logo yourself
  • One free generation with no signup required
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 check2 +1 (up) since last check
Trust Flow (Majestic)50
Citation Flow (Majestic)320
Referring domains (Majestic)3970

4 details filled in for both companies.

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