Rivollo vs Linum
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Rivollo compared with Linum
| Detail | 
Rivollo | 
Linum |
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| What it does | Turn product photos into interactive 3D product pages
| Generative video models for animation
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | IN
| US
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| Pricing model | Freemium
| Not given
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| Pricing | Free plan with 0 AI Credits and 1,000 views. Pro plan at $19.00/month with 2,000 AI Credits and 25,000 views.
| Not given
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| Key features | - AI-powered image to 3D conversion
- Shareable product links for instant access
- Augmented reality view in customer's space
- Embed to any website or storefront
- Live analytics and conversion tracking
- Multiple file format support
- Product configurator with multiple hotspots
- Purchase link integration for customers
- Custom branding on paid plans
- Mobile app for on-the-go 3D generation
| - 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 | - No 3D modeling skills or software required to create interactive 3D products
- Generate 3D models in minutes from a single product photo
- Measurable conversion improvements with live analytics
- Worldwide availability with free plan to start
- AR capability lets customers visualize products in their own space
| - 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
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| Platforms | 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) | 1 ● no change since last check | 44 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 4 | 5 |
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| Citation Flow (Majestic) | 13 | 32 |
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| Referring domains (Majestic) | 6 | 397 |
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4 details filled in for both companies.
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