videos.social vs Linum
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
videos.social compared with Linum
| Detail | 
videos.social | 
Linum |
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| What it does | Turn your blog posts into narrated videos
| Generative video models for animation
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| Stage | Not given
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| Founded | Not given
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| Based in | IN
| US
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| Pricing model | Not given
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| Pricing | Starter: $10 for 10 exports. Weekly: $27 for 30 exports. Volume: $80 for 100 exports. 1 credit = 1 export, no monthly plan, credits do not reset.
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| Key features | - Turn blog posts, articles, PDFs, research papers and YouTube videos into videos
- Edit individual scenes and lines without remaking the entire video
- Export in wide 16:9 and vertical 9:16 formats
- Customize fonts, colours and logo on every video
- Change voiceover, music, visuals and scene timing
- Automatic scene timing synced to voiceover
- AI agent integration for automated video creation
- Free drafting and editing, pay only on export
| - 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
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| What makes it different | - Narration over motion graphics, no avatars or cameras needed
- First export is completely free
- Input from multiple sources in one tool
| - 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
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 9 ▲ +1 (up) since last check | 44 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 2 | 5 |
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| Citation Flow (Majestic) | 14 | 32 |
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| Referring domains (Majestic) | 18 | 397 |
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4 details filled in for both companies.
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