Linum vs CoupleLens

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 CoupleLens
Detail	Linum	CoupleLens
What it does	Generative video models for animation	AI image generator that turns couple photos into romantic scenes and creative content
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	SG
Pricing model	Not given	Freemium
Pricing	Not given	Not given
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	Romantic scene generation Exclusive couple filters Dynamic video creation Multiple AI effects and styles Free daily credits Mobile app with quick creation
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	Designed specifically for couples to enhance shared moments Free daily credits for regular use Quick creation from phone
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	10 no change since last check
Trust Flow (Majestic)	5	4
Citation Flow (Majestic)	32	28
Referring domains (Majestic)	397	72

4 details filled in for both companies.