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Subquadratic vs Agent Ready

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 Agent Ready
DetailSubquadratic logo SubquadraticAgent Ready logo Agent Ready
What it doesEfficiency is Intelligence Free Chrome extension that checks any page for search engines, AI answers and AI agents
StageStartup Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelPaid Open source
PricingFree 100M tokens for new users. $0.04 per 1M tokens for input tokens. Free. Optional: bring your own API keys for DataForSEO (for keyword and backlink data) and Cloro (for unattended AI answer panels), with costs paid directly to those providers.
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
  • SEO audit: checks titles, headings, canonicals, robots rules, structured data and redirects
  • GEO audit: checks HTML that AI crawlers read before JavaScript and robots.txt permissions
  • AXO audit: tests whether agents can name buttons, fields and use forms
  • Whole site crawl: up to 200 pages for broken links, duplicates, orphans and soft 404s
  • AI answer reading: integrates with ChatGPT, Gemini, Claude, Perplexity, Google AI Mode and AI Overview
  • Agent journeys: runs up to 15-step browser agent tests on your own API keys or Chrome's built-in model
  • MCP server: hosted at mcp.workpods.ai/mcp for use in Claude and other MCP-compatible clients
  • CI/CD integration: npx command to fail builds on high-severity checks
  • Copy fix prompts: converts findings into prompts for coding agents
  • Severity levels: every check passes, fails, or partly passes with severity ratings
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
  • Free and open source under Apache 2.0 licence with all checks visible on GitHub
  • Agent journeys stop before submitting forms or making purchases, safe to run on live sites
  • Works with your own API keys or Chrome's free built-in model, no vendor lock-in
Community votes00
DR (Domain Rating by Ahrefs)53 +1 (up) since last check35 +35 (up) since last check
Trust Flow (Majestic)170
Citation Flow (Majestic)370
Referring domains (Majestic)6540

5 details filled in for both companies.

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