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QuickAds vs Linum

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

QuickAds compared with Linum
DetailQuickAds logo QuickAdsLinum logo Linum
What it doesPerformance creative at scale Generative video models for animation
StageNot given Not given
FoundedNot given Not given
Based inUS US
Pricing modelFreemium Not given
PricingSelf-serve platform starts at $99/month USD. Managed creative services priced separately based on volume and scope, starting from $5,000/month. Managed plans deliver 1,000+ creatives per month on 5-7 day turnaround. Not given
Key features
  • UGC and video production services
  • Over 35 languages supported including Hindi, German, Dutch, French
  • White-label platform option with custom branding
  • 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
  • Proprietary library of 32M+ ad insights powering creative strategy and AI production
  • Managed production delivering 1,000+ creatives monthly with 5-7 day turnaround
  • Average 88% cost reduction compared to traditional agencies
  • Full creative chain covered in one platform from research to campaign execution
  • Combination of AI production with human creative strategists
  • 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)56 +1 (up) since last check44 +1 (up) since last check
Trust Flow (Majestic)265
Citation Flow (Majestic)4532
Referring domains (Majestic)4280397

4 details filled in for both companies.

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