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Linum vs Imagera Code

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 Imagera Code
DetailLinum logo LinumImagera Code logo Imagera Code
What it doesGenerative video models for animation AI coding agent for your terminal supporting Claude, GPT, Gemini and 275+ models
StageNot given Startup
FoundedNot given 2024
Based inUS Not given
Pricing modelNot given Paid
PricingNot given Pro $20/month, Max 5x $100/month, Max 20x $200/month, Max 50x $500/month. Each plan includes one weekly limit with no credits spent, ability to continue on credits beyond the limit up to a monthly cap, and access to all 275 coding models. Monthly or yearly subscription available.
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
  • 275 coding models from 39 labs, updated live
  • No short lockouts—one weekly limit only
  • Reads project files, edits code, runs tests, shows diffs
  • Subagents run tasks in parallel with separate contexts
  • Keep going on credits beyond weekly limit with monthly cap
  • Stores only model, token counts and credits—not code or prompts
  • Works on macOS, Linux and Windows
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
  • 275 coding models on one plan, never pay a second subscription to try a new one
  • $0.66 a day on Pro plan
  • Your code and prompts are never kept by Imagera
  • Subagents for parallel work without switching contexts
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 check26 no change since last check
Trust Flow (Majestic)515
Citation Flow (Majestic)3219
Referring domains (Majestic)397197

3 details filled in for both companies.

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