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Linum vs MakeRoll

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

Linum compared with MakeRoll
DetailLinum logo LinumMakeRoll logo MakeRoll
What it doesGenerative video models for animation AI clip maker that turns long videos into short vertical clips for TikTok, Reels and Shorts
StageNot given Startup
FoundedNot given 2026
Based inUS FR
Pricing modelNot given Not given
PricingNot given Free: 60 credits/month. Creator: €9/month (€108 yearly, save €72); Pro: €17.40/month (€208.80 yearly, save €139.20). All prices include VAT. 1 credit equals 1 minute of source video. Editing and exporting are unlimited and free.
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
  • Text-based editing: edit by modifying the transcript
  • Auto-reframing to vertical format (9:16, 1:1, 16:9)
  • Animated captions with multilingual transcription
  • Caption translation to English, French and Spanish
  • Save and apply templates for consistent branding
  • Direct publishing to TikTok and Instagram
  • Integration with ChatGPT, Claude and Cursor
  • Browser-based with no installation required
  • Background processing on GPU servers
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
  • Whole story clips: every clip carries its own setup and payoff, not cut mid-story
  • Unlimited editing and exporting with no additional cost
  • AI-powered scoring explains why each clip is recommended
  • Launch pricing locked for as long as subscription stays active
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)44 +1 (up) since last check1 no change since last check
Trust Flow (Majestic)53
Citation Flow (Majestic)3222
Referring domains (Majestic)39714

4 details filled in for both companies.

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