Tiptoeing 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.
Tiptoeing AI compared with Linum
| Detail | 
Tiptoeing AI | 
Linum |
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| What it does | AI video generator that puts you in the viral tiptoeing in my jordans meme
| 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 | SG
| US
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| Pricing model | Paid
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| Pricing | $6.99 per single video or $12.99 for 3 videos (barn pack), paid once with no subscription. Card charged only when video is ready.
| Not given
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| Key features | - Replace one or both people in the original clip
- Support for pets as tiptoer or scared one
- Vertical 9:16 and landscape 16:9 video formats
- Original soundtrack included with all videos
- No account or app installation required
- Video ready in 3 to 6 minutes
- HD MP4 download with no watermark
- Photos automatically deleted after 7 days
- 3-pack option for multiple videos
- Charged only when video is successfully created
| - 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 | - Uses original viral clip with user faces inserted, not edited templates
- No prompts, editing or technical skills required
- Works with pets unlike free alternatives
- Browser-based with no app or account needed
- Refund if video fails, charged only on success
| - 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) | 7 ▲ +1 (up) since last check | 44 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 8 | 5 |
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| Citation Flow (Majestic) | 19 | 32 |
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| Referring domains (Majestic) | 3 | 397 |
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4 details filled in for both companies.
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