Tiny Desk AI vs Linum
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Tiny Desk AI compared with Linum
| Detail | 
Tiny Desk AI | 
Linum |
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| What it does | Create AI-generated desk concert videos from your photos
| Generative video models for animation
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| Stage | Startup
| Not given
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| Founded | 2026
| Not given
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| Based in | CN
| US
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| Pricing model | Paid
| Not given
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| Pricing | 1 video: $4.99; 3 videos: $9.99; 7 videos: $19.99. One-time payment, no subscription, videos do not expire.
| Not given
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| Key features | - Free watermarked preview image per account
- 15-second 720p video output
- Support for up to 5 people or pets in one video
- Multiple style options: pet, cartoon, or realistic
- Vertical and wide format options
- Silent copy of video included
- Automatic content safety checks
- Photos deleted after 7 days
- Money-back refund guarantee
| - 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 | - Original AI-generated music unique to each video, not voice clones
- Completely new AI-generated scenes, not face swaps or edits of real concerts
- Pay once with no subscription, videos never expire
- Multiple people or pets can perform together at the same price
- Full rights to download and post your generated videos
| - 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) | Not checked yet ● no change since last check | 44 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 0 | 5 |
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| Citation Flow (Majestic) | 13 | 32 |
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| Referring domains (Majestic) | 1 | 397 |
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4 details filled in for both companies.
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