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Subquadratic vs LoomaScale

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

Subquadratic compared with LoomaScale
DetailSubquadratic logo SubquadraticLoomaScale logo LoomaScale
What it doesEfficiency is Intelligence AI ad operator for Google Ads and Meta Ads that works inside ChatGPT and Claude
StageStartup Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelPaid Freemium
PricingFree 100M tokens for new users. $0.04 per 1M tokens for input tokens. Free trial for 14 days with unlimited ad accounts and no credit card required. Paid plans: Starter at $19 per month (2 ad accounts included, $9 per additional account), Business at $39 per month (5 ad accounts included, $5 per additional account), Portfolio at $149 per month (50 ad accounts included
Key features
  • 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
  • Campaign creation and editing paused by default
  • Daily pacing and delivery checks
  • Wasted spend detection and keyword blocking
  • Plain-English reporting
  • Daily spend cap enforcement
  • Integration with ChatGPT, Claude, Slack and other AI assistants
  • Google Analytics 4 and Search Console read-only access
  • Multi-account management across Google, Meta and LinkedIn
  • Memory of targets and brand rules
  • No password required - OAuth-based authorization
What makes it different
  • 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
  • Works inside ChatGPT or Claude you already use
  • Campaigns start paused with no way to activate through LoomaScale
  • Daily spend cap cannot be exceeded
  • Flat monthly pricing with no percentage of ad spend
  • No copies kept of campaigns or reports
Community votes00
DR (Domain Rating by Ahrefs)52 +1 (up) since last check33 no change since last check
Trust Flow (Majestic)171
Citation Flow (Majestic)3731
Referring domains (Majestic)65453

5 details filled in for both companies.

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