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Modellix vs Linum

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

Modellix compared with Linum
Detail ModellixLinum logo Linum
What it doesOne unified API for AI media generation with world-class image, video, audio and text models Generative video models for animation
StageEstablished Not given
Founded2011 Not given
Based inSG US
Pricing modelFreemium Not given
PricingFree to start with pay-as-you-go per-model pricing. Image generation from $0.0053/img, video generation from $0.043/sec, audio from $13/M chars. No subscriptions required. Not given
Key features
  • Unified API for multiple AI models
  • Transparent per-model pricing with no hidden costs
  • Complete API call logs with inputs, outputs, latency and costs
  • Real-time billing and deposit history
  • Multilingual support in English, Chinese and Cantonese
  • Enterprise SLA with high availability guarantees
  • Singapore-based cloud infrastructure
  • ISO/IEC 27001 certification
  • ISO/IEC 27701 Privacy Information Management System certification
  • 140+ AI models for image, video and audio
  • 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
  • One unified API instead of managing multiple API keys and nested parameters
  • Completely transparent pricing with no hidden costs
  • Complete call logs capturing inputs, outputs and costs for debugging
  • Backed by NASDAQ-listed company with 15+ years infrastructure experience
  • Fast expert support via email and Discord
  • 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)36 +1 (up) since last check44 +1 (up) since last check
Trust Flow (Majestic)275
Citation Flow (Majestic)3732
Referring domains (Majestic)205397

4 details filled in for both companies.

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