Image AI API for on-model imagery, virtual try-on, and ad creative for ecommerce and fashion
Stage
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Founded
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Based in
US
US
Pricing model
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Pricing
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Pro: $166/month (annual) or $199/month (monthly) with $200 API allowance. Studio: $416/month (annual) or $499/month (monthly) with $500 API allowance. Enterprise: from $1,999/month (annual). All plans billed by processing time at $0.0012 per second. Typical costs at 1024×1024: image generation ~$0.0
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
On-model imagery generation from product photos
Virtual try-on for garments on AI models
Background replacement and removal
Identity lock, faceswap, and model consistency
Video, speech, and 3D generation
Asynchronous job processing with webhooks
Product detail preservation with controls
Commercial licensing and AI disclosure metadata
Upscaling and image finishing
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
No image storage or model training on user content
Tuned specifically for fashion and product imagery with preserved detail
Linum
LastShoot