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Dalle 4 vs Linum

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

Dalle 4 compared with Linum
DetailDalle 4 logo Dalle 4Linum logo Linum
What it doesAdvanced AI image generator creating realistic, high-quality images from text prompts without subscription fees Generative video models for animation
StageNot given Not given
FoundedNot given Not given
Based inIN US
Pricing modelFreemium Not given
PricingFree trial with 25 welcome credits. Starter: $5 (300 credits). Pro: $15 (1,000 credits, most popular with 10% savings). Studio: $35 (2,500 credits, 16% savings). Enterprise: $100 (7,500 credits, 20% savings). All plans are one-time purchases with no subscriptions; credits never expire. Not given
Key features
  • Text-to-image generation from simple prompts
  • Image-to-image editing and restyling
  • Real-time AI image editing with crop, enhance, and background removal
  • Old photo restoration, colorization, and enhancement
  • Multiple style options: cartoon, realistic, 3D, sketch, watercolor, cinematic
  • High resolution output up to 4K
  • Multiple AI models: DALL-E 4, Nano Banana, and Recraft
  • 100% private image generation with no data sharing
  • Pay-as-you-go credit system with no subscription
  • Commercial use rights included in all plans
  • 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
  • No monthly subscription fees, pay-as-you-go credits that never expire
  • Complete creative studio with text-to-image, image editing, background removal, and photo restoration in one platform
  • Newest AI models including DALL-E 4 delivering faster and higher quality results
  • 100% private with no public gallery and AI models never trained on user data
  • Advanced customization with style control, aspect ratios, and model selection
  • 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)8 −1 (down) since last check44 +1 (up) since last check
Trust Flow (Majestic)45
Citation Flow (Majestic)1532
Referring domains (Majestic)17397

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