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Linum vs AI Short Drama

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 AI Short Drama
DetailLinum logo LinumAI Short Drama logo AI Short Drama
What it doesGenerative video models for animation Turn your story idea into a complete AI short drama with scripts, characters, scenes and cinematic video
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given Paid
PricingNot given Monthly plans: Starter at $24.99/month, Standard at $66.66/month (Save 33%), Premium at $99.99/month (Save 50%). Annual plans: Starter at $299.90/year, Standard at $799.90/year, Premium at $1199.90/year. One-time credit packs: Lite $299.90 for 15,000 credits, Pro $499.90 for 28,000 credits, Ultra $1
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
  • Script generation from story premises
  • Character reference image creation and consistency
  • Storyboard frame design
  • Video shot generation from scene prompts
  • Multilingual dialogue and voice generation
  • Scene editing and regeneration
  • Episodic storytelling support
  • Commercial usage rights
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
  • One connected creative workflow combining script, characters, visuals and video in a single platform
  • Maintains character consistency across multiple scenes and shots
  • Makes drama production accessible to independent creators without full production crews
  • Full editorial control with AI supporting creative choices
  • Supports multiple output formats for different social platforms
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 check7 +2 (up) since last check
Trust Flow (Majestic)54
Citation Flow (Majestic)3218
Referring domains (Majestic)3973

3 details filled in for both companies.

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