TalkPix vs Linum

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

TalkPix compared with Linum
Detail	TalkPix	Linum
What it does	Create AI videos, ads and product photos from photos or prompts	Generative video models for animation
Stage	Not given	Not given
Founded	2023	Not given
Based in	GB	US
Pricing model	Paid	Not given
Pricing	Pay-as-you-go: Mini $5 USD (50 credits), Starter $10 USD (120 credits), Creator $25 USD (350 credits), Pro $50 USD (800 credits), Studio $100 USD (1800 credits), Agency $200 USD (3800 credits). First video for new customers: $1.99 USD (up to 20 seconds). Talking Photo at 720p: approximately 1 credit	Not given
Key features	Talking Photo studio with realistic lip-sync 150+ ready-made avatars including people, pets, cartoons, and Santa Multiple output resolutions: 720p or 1080p 30 voices across 10 languages Developer API for programmatic video generation	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
What makes it different	Privacy-first: photos and audio never used for AI training and auto-deleted after 30 days Five specialized studios in one platform with shared credit wallet	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
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)	26 +1 (up) since last check	44 +1 (up) since last check
Trust Flow (Majestic)	21	5
Citation Flow (Majestic)	29	32
Referring domains (Majestic)	104	397

4 details filled in for both companies.

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