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LogNorm vs Subquadratic

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

LogNorm compared with Subquadratic
DetailLogNorm logo LogNormSubquadratic logo Subquadratic
What it doesThe decision layer for growth: data, strategy and ranked plans for AI agents and teams Efficiency is Intelligence
StageNot given Startup
FoundedNot given Not given
Based inNot given US
Pricing modelNot given Paid
PricingFree ($0/month) with top 5 moves and one website. Starter ($99/month) with 1 website and 1,500 credits/month. Growth ($149/month, most popular) with 3 websites and 4,000 credits/month. Scale ($299/month) with 10 websites and 12,000 credits/month. Credit packs: 1,000 credits for $12, 5,000 credits fo Free 100M tokens for new users. $0.04 per 1M tokens for input tokens.
Key features
  • Site and GEO audit for SEO and AI crawler readiness
  • Keyword research and topic clustering
  • Competitor analysis from search data
  • AI visibility tracking across ChatGPT, Gemini and Google AI Overviews
  • Growth Plan with ranked moves
  • Content briefs and AI-drafted posts with claims checking
  • Company Brain for positioning and product facts
  • Integration with AI agents via MCP
  • Publishing to WordPress, Ghost, GitHub, Webflow and more
  • Fix verification on live site and outcome measurement at 28 and 90 days
  • 384K token context window
  • Multimodal input support
  • 100K tokens processed in less than a second
  • Structured output for direct code use
  • Subquadratic Sparse Attention algorithm for efficient compute
  • $0.04 per 1M tokens pricing
  • Customer content not used for model training
  • Data retention limited to 60 days
What makes it different
  • Thinks for AI agents so they work on the right tasks, not guesses
  • Ranks every task head-to-head with reasons shown
  • Verifies agent work on live site and measures results
  • Integrates with your existing Claude Code, Codex or Cursor at no extra cost
  • First long-context decision model purpose-built for enterprise work
  • Frontier-level decision-making performance at 5-10x lower cost than frontier LLMs
  • Tied for #1 on Artificial Analysis Decision Index
  • Processes entire codebase or data room in single context window
  • Speeds agent reasoning from minutes to seconds
Community votes00
DR (Domain Rating by Ahrefs)3 −1 (down) since last check52 +1 (up) since last check
Trust Flow (Majestic)017
Citation Flow (Majestic)1337
Referring domains (Majestic)27654

4 details filled in for both companies.

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