Linum vs Fittins AI
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Linum compared with Fittins AI
| Detail | 
Linum | 
Fittins AI |
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| What it does | Generative video models for animation
| Premium AI fashion generation service for on-model photos, virtual try-on and fashion videos
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| Stage | Not given
| Startup
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| Founded | Not given
| 2025
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| Based in | US
| US
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| Pricing model | Not given
| Freemium
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| Pricing | Not given
| Free plan: 40 credits/month. Kickstart: $5/month (500 credits). Starter: $9/month (1,000 credits). Pro: $27/month (3,000 credits). Business: $68/month (8,000 credits). Enterprise: $160/month (20,000 credits). Yearly billing costs the same as 11 months. Credit packs: $5 for 600 credits, $10 for 1,250
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| Key features | - 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
| - On-model fashion photos from 1 to 3 product photos
- Photos up to 8K resolution
- Fashion videos 5 or 10 seconds up to 4K
- AI model library with custom model creation
- Location library with custom locations
- Four quality tiers: Turbo, Default, Premium and Ultra
- 7 photo aspect ratios (1:1, 9:16, 16:9, 3:4, 4:3, 3:2, 2:3)
- PNG and MP4 downloads
- Commercial use rights for generated content
- API for custom integrations
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| What makes it different | - 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
| - Fast generation in 30-60 seconds for images and 2-5 minutes for videos
- Full commercial rights to all generated content
- Works with any store: Shopify, Etsy, Amazon
- Free plan with 40 credits monthly to start
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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) | 44 ▲ +1 (up) since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 5 | 0 |
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| Citation Flow (Majestic) | 32 | 0 |
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| Referring domains (Majestic) | 397 | 0 |
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4 details filled in for both companies.
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