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AI Image Editor vs Linum

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

AI Image Editor compared with Linum
DetailAI Image Editor logo AI Image EditorLinum logo Linum
What it doesEdit photos with AI using natural language text prompts Generative video models for animation
StageNot given Not given
FoundedNot given Not given
Based inSG US
Pricing modelFreemium Not given
PricingFree plan with account creation (no credit card required). Paid subscriptions: Basic $15/month (200 credits/month), Pro $39/month (800 credits/month), Max $160/month (3600 credits/month). Annual billing available with 50% discount. Credit packs available for additional usage. Not given
Key features
  • Natural language editing for complex photo changes
  • Character consistency across up to 5 characters
  • 4K output upscaling
  • Text rendering in generated images
  • Multi-image fusion and blending
  • Background removal tool
  • Image enhancement and upscaling
  • Video generation from text and images
  • 6+ AI image models available
  • 10+ AI video models available
  • 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
What makes it different
  • Workspace designed for production work rather than one-off demos, with consistent outputs and team collaboration
  • Clear control over prompts, models, and credit usage before generation
  • Multiple frontier AI models from leading providers in one interface
  • Professional-grade output supporting 2K/4K resolution and commercial use
  • Mobile-friendly browser-based editor with no software installation needed
  • 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
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)52 +1 (up) since last check44 +1 (up) since last check
Trust Flow (Majestic)115
Citation Flow (Majestic)3432
Referring domains (Majestic)218397

4 details filled in for both companies.

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