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Linum vs I'm Sorry I Lied

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 I'm Sorry I Lied
DetailLinum logo LinumI'm Sorry I Lied logo I'm Sorry I Lied
What it doesGenerative video models for animation AI costume reveal maker
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given Paid
PricingNot given Starter: $5.99 for 1 credit; Creator: $14.99 for 3 credits; Studio: $39.99 for 10 credits. One-time purchase, no subscription. Standard creation uses 1 credit, enhanced video mode uses 2 credits.
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-generated costume transformations with preset options including wizard, witch, vampire, and astronaut
  • Three captioned images and 9-second silent MP4 export at 720×1280 resolution
  • Edit captions after generation without requiring regeneration
  • Private account-based storage for uploads and saved results
  • Mobile browser support with optional image-only download
  • Shared credit balance across three templates: I'm Sorry I Lied, Dime, and Ozil
  • Failed generations automatically return credits
  • Free fictional samples available to watch and download
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
  • Single-photo creation workflow requiring only one original image
  • No subscription required; credits never expire and are purchased as one-time packs
  • Integrated platform handling both AI generation and slideshow creation in one tool
  • Silent MP4 downloads for flexible music and audio customization
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 check8 no change since last check
Trust Flow (Majestic)58
Citation Flow (Majestic)3221
Referring domains (Majestic)39717

3 details filled in for both companies.

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