Linum vs SellerPic

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 SellerPic
Detail	Linum	SellerPic
What it does	Generative video models for animation	AI-powered product image and video creation for e-commerce sellers
Stage	Not given	Established
Founded	Not given	2019
Based in	US	SG
Pricing model	Not given	Not given
Pricing	Not given	Free plan with 20 credits; Starter at $29/month ($14.5/month yearly) with 200 credits/month; Growth at $79/month ($39.5/month yearly) with 600 credits/month; Advanced at $99/month ($49.5/month yearly) with 3,000 credits/month. Generating 1 image costs 1 credit, generating 1 video costs 10 credits.
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	Commercial use rights for all generated content
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	Create professional product content from a single image without hiring models or studios Ready-made content optimized for multiple platforms in minutes Reduce content production costs by 90% compared to traditional photography All-in-one toolkit combining image generation, video creation, and editing tools
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	55 −1 (down) since last check
Trust Flow (Majestic)	5	12
Citation Flow (Majestic)	32	36
Referring domains (Majestic)	397	696

4 details filled in for both companies.

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