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Linum vs HoneyVid

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 HoneyVid
DetailLinum logo LinumHoneyVid logo HoneyVid
What it doesGenerative video models for animation Create viral AI videos by swapping yourself into trending clips
StageNot given Not given
FoundedNot given Not given
Based inUS SE
Pricing modelNot given Freemium
PricingNot given Monthly plans: Starter 120 credits for $9.99/month ($0.08 per credit), Creator 300 credits for $24.99/month ($0.08 per credit). Credit packs: 100 credits for $9.99 ($0.10 per credit), 300 credits for $29.99 ($0.10 per credit). A 15-second video costs 38-41 credits in Standard ($3.17-$3.42 on a plan)
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
  • Viral video template swaps with original moves and sound
  • Motion Control with step-by-step gesture copying
  • Pet and animal video generation up to 10 seconds
  • Multiple AI video models: Veo 3.1, Seedance 2.0, Wan 3.0 Prime
  • AI image generation with multiple models
  • MCP integration with Claude and ChatGPT
  • Transparent pricing shown before video creation
  • Video upscaling to 1080p or 4K
  • Automatic refund of failed videos
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
  • Works with Claude, ChatGPT and Cursor via MCP for one-click integration and voice requests
  • Failed videos refunded automatically with no cost to user
  • New models and features shipped weekly
  • Transparent pricing with exact cost shown before generation
  • Three-step process: pick video, add photo, create
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)44 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)50
Citation Flow (Majestic)320
Referring domains (Majestic)3970

4 details filled in for both companies.

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