Trial: free (1 standard generation for eligible new accounts). Creator: $19 USD/month (10 standard generations per month). Pro: $49 USD/month (35 standard generations per month). Top-up: $10 USD for 5 additional standard generations (one-time, non-expiring). Annual plans include two months free comp
Not given
Key features
Photo to 3D generation from single or multiple views
Description to 3D generation
Sketch to concept brief conversion
Surface smoothing and detail refinement
Material and lighting adjustment
Multiple export formats
Private model library
GLB model import
Packaging templates
Scene composition and backdrop selection
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
Browser-based studio requires no software installation or download
Editing and exporting existing models do not consume generation credits
Works with multiple input types including photos, descriptions, sketches and imported models
Top-up credits never expire
First subscription refundable within 14 days if credits unused
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
Vitraliq
Linum