Linum vs Tiny Desk AI

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 Tiny Desk AI
Detail	Linum	Tiny Desk AI
What it does	Generative video models for animation	Create concert meme videos by putting your face in the Outstanding Tiny Desk performance
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	HK
Pricing model	Not given	Paid
Pricing	Not given	Single: $9.99 for 1 video (10 credits). Double: $16.99 for 2 videos or 1 in HD (20 credits). Party: $34.99 for 5 videos or 2 in HD (50 credits). 480p uses 10 credits, 720p HD uses 20 credits. One-time packs, no subscription. Credits never expire.
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	Upload 1-5 photos to create video 18-second vertical 9:16 MP4 format Includes original concert sound Downloads without watermark Uses Seedance 2.5 video model Credits never expire Automatic credit refund on failed renders Add friends for free to cast roles
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 price covers solo or full 5-person band Advanced AI model creates realistic facial replacements No subscription required, credits never expire Fast rendering time for HD videos
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	44 +1 (up) since last check	14 no change since last check
Trust Flow (Majestic)	5	7
Citation Flow (Majestic)	32	21
Referring domains (Majestic)	397	17

4 details filled in for both companies.

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