Turn any source into narrated courses, shorts and product videos with rendered code, math and diagrams
Stage
Not given
Not given
Founded
Not given
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Based in
US
US
Pricing model
Not given
Freemium
Pricing
Not given
Free plan with 1 MotionCraft video up to 1 minute; Try pass $4.99 one-time for 7 days; Creator $29/month for 30 minutes; Pro $59/month for 60 minutes; Studio $129/month for 130 minutes; Enterprise from $399/month for 400+ minutes. Minute packs: 10 minutes for $15, 30 for $39, 100 for $119.
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
23 specialized formats including lectures, shorts and product videos
Support for 38 languages with native voices including Indian languages
Bring source from repos, documents, links, YouTube and recordings
AI storyboard that directs scenes granularly
Cutaway screen capture converts recordings into narrated walkthroughs
Full timeline editor edit by editing text or visually
Voice cloning on Pro plan and above
Quiz, flashcard and SCORM support for learning management
4K export available on Pro and above
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
Removes time barrier compared to traditional video editing tools like Camtasia
Code and math rendered from actual source not manual creation
Purpose-built formats for specific subjects not generic templates
Creator retains authorship with AI handling production automation
Converts technical content into multiple formats from single source
Linum
CourseSmith