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Smart Headshots AI vs Linum

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

Smart Headshots AI compared with Linum
DetailSmart Headshots AI logo Smart Headshots AILinum logo Linum
What it doesAI headshot generator for professional headshots that look like you Generative video models for animation
StageNot given Not given
FoundedNot given Not given
Based inIN US
Pricing modelPaid Not given
PricingStarter: $19 for 40 headshots, Professional: $29 for 60 headshots, Executive: $39 for 100 headshots. All prices are paid once with no subscription. Not given
Key features
  • 10 photo packs tailored to different professions including LinkedIn, corporate, medical, legal, founder, real estate, academic, author, therapist and dating
  • Private session-specific AI model trained only on your photos
  • 6+ outfits and backdrops per pack
  • Delivery in 30 minutes to 2 hours depending on tier
  • 40, 60 or 100 headshots generated per order
  • Full commercial rights to every delivered image
  • Free re-run included with Professional and Executive plans
  • 7-day full refund guarantee after delivery
  • Selfies automatically deleted 7 days after delivery
  • 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
  • Private model never shared or used to train public models
  • Recognizable AI headshots that still look like you
  • One-time payment with no subscription required
  • Fast turnaround from upload to delivery in one session
  • 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)23 +2 (up) since last check44 +1 (up) since last check
Trust Flow (Majestic)105
Citation Flow (Majestic)2232
Referring domains (Majestic)44397

4 details filled in for both companies.

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