Pixury vs Linum
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Pixury compared with Linum
| Detail | P
Pixury | 
Linum |
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| What it does | AI-powered templates for creating product videos and ads for e-commerce
| Generative video models for animation
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| Stage | Startup
| Not given
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| Founded | 2025
| Not given
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| Based in | HK
| US
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| Pricing model | Freemium
| Not given
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| Pricing | PLUS: $9.99/month yearly ($12.99/month monthly), 200 credits per month; MAX: $19.99/month yearly ($24.99/month monthly), 500 credits per month; ULTRA: $34.99/month yearly ($39.99/month monthly), 1000 credits per month. Yearly billing saves up to 23%.
| Not given
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| Key features | - One-click video ad generation from product images
- 4K quality video output
- Instant video generation
- Cinematic ad templates with customizable styles
- AI poster template creation with text rendering
- Commercial usage rights included
- No manual editing required
- Multiple concurrent jobs per plan
- Image-to-video conversion
| - 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 | - Automated ad generation workflow eliminating manual scriptwriting and editing
- Professional-grade output without production experience required
- AI-generated ad concepts and storyboards instantly
- Unified membership across multiple creative apps
- Trending styles accessible in one click
| - 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
| Not given
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| Open source | Not given
| Not given
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| Platforms | Not given
| Not given
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| Public API | Not given
| 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) | 0 | 5 |
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| Citation Flow (Majestic) | 17 | 32 |
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| Referring domains (Majestic) | 7 | 397 |
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4 details filled in for both companies.
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