Free trial with daily starter allowance. Paid tier: Starter $5 one-time prepaid balance. Pro $30 top-up for $35 balance (+$5 bonus). Max $100 top-up for $125 balance (+$25 bonus). Per-action pricing: local jobs (downloading, transcription, captioning) 1¢ per job; video studio short 2¢; AI voice-over
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
Clipper for extracting 30–60s viral moments with Whisper transcription, AI hook detection and word-by-word captions
Video Studio pipeline assembling shorts from AI scripts, stock footage, AI voices and auto-mixed music
Motion Graphics with AI-composed kinetic typography, stat cards and lower-thirds rendered locally to MP4
AI Video generation from text, images or viral templates using multiple models (Veo, Seedance, Kling, Wan)
Music to Video converting songs into AI-generated pictures with lyric captions
Voice Cloning from 10–30 second audio samples running entirely on-device
Website to Video converting URLs into branded promo videos automatically
Personal assistant sending daily notes on trending content from followed creators with email and Telegram replies
156 MCP tools for Claude Code and Cursor enabling end-to-end video automation via AI agents
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
Open source under AGPL-3.0 with full source code available on GitHub for auditing and self-hosting
Pay-per-use pricing with no subscriptions or auto-renewal, instead of $30–50/month with hidden usage caps
Local processing for downloads, transcription and rendering to keep cloud costs small and speed up workflow
No per-seat licensing for teams and agencies, just prepaid account credits regardless of team size
Linum
ViralMint