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EdenLive: Open-Source Real-Time Generative Rendering from Any Visual Reference | VAST AI Research
21d ago · en-US audio
Any visual reference. A new world, rendered in real time. EdenLive is an open-source real-time generative renderer from VAST AI Research that transforms 3D blockouts, game engine footage, 2D cartoons, and real-world video into detailed photorealistic or stylized video. It preserves the source layout, camera motion, and dynamics while generating a new visual world in real time. 24+ FPS at 720p. A 5B model running…
Tripo AI
The highest-rated 3D AI model generation platform ⚡ Image/Text to 3D: Smart Mesh P1.0 • Clean Topology • 8K Texture • Auto-Rigging 🎨 Image Gen: GPT Image 2 • Nano Banana…
Outlier score
This score was measured on Tue, 10 Nov 2026 01:33:28 GMT. Current view counts may differ.
3.4M views ÷ a 9.3K baseline = 369.7×. Compared with 27 earlier videos from the same channel, matching the format recorded at scoring time. Older-upload baseline: reference videos had at least as long to gain views. This comparison is not age-matched.
YouTube snapshot: Tue, 10 Nov 2026 08:22:11 GMT. Counters may have changed.
Read the methodologyGenerative AI & Agents
Channel-balanced percentile: 100
Comparison details
21 videos from 15 other channels, with each channel weighted equally. Same format and language, with 1,000,000–9,999,999 subscribers. Observed at 511 hours after publication, within ±48 hours.
This describes the collected sample, not all of YouTube. Updated Tue, 10 Nov 2026 09:44:12 GMT.
Niches & tags
Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools