Linum vs Puyo 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 Puyo AI
Detail	Linum	Puyo AI
What it does	Generative video models for animation	AI image generator and editor for creating, editing and upscaling images
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	US
Pricing model	Not given	Freemium
Pricing	Not given	Free plan with one-time credits on registration; Advanced plan $20/month (or $10/month yearly with 50% savings) with 2000 credits per month; Ultimate plan $40/month with 5000 credits per month.
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	Text to image generation with multiple variations Customizable parameters like size, style, color and lighting Multiple AI models including GPT Image 2 and Flux Fast mode image generation Browser-based, mobile and desktop access
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	Completely free with no usage limits No credit card required for free plan Full commercial rights on paid plans
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	7 no change since last check
Trust Flow (Majestic)	5	5
Citation Flow (Majestic)	32	15
Referring domains (Majestic)	397	3

4 details filled in for both companies.

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