CAKIE vs Linum
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
CAKIE compared with Linum
| Detail | 
CAKIE | 
Linum |
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| What it does | Screen recording for your AI with transcripts and screenshot highlights
| Generative video models for animation
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| Stage | Not given
| Not given
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| Founded | Not given
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| Based in | US
| US
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| Pricing model | Free
| Not given
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| Pricing | Not given
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| Key features | - Screen recording with narration
- Automatic transcription
- Screenshot highlights detection
- AI-ready prompt generation
- Local processing and storage
- Review and editing before sharing
| - 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 | - Combines video, transcript, and screenshot highlights in one prompt for AI
- All recording and transcription happen locally on your Mac
- Copy and paste directly into AI agents without uploading
| - 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) | 6 | 5 |
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| Citation Flow (Majestic) | 22 | 32 |
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| Referring domains (Majestic) | 20 | 397 |
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4 details filled in for both companies.
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