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Subquadratic vs AgentLed

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 AgentLed
DetailSubquadratic logo SubquadraticAgentLed logo AgentLed
What it doesEfficiency is Intelligence Book meetings for you with the right customers, investors, design partners, and founders
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 with 300 credits. Teams plan at €117.90/month with 10,000 shared credits per month, unlimited members and 5 workspaces. One-time credit top-ups available at €15 for 1,000 credits, €70 for 5,000 credits, or €130 for 10,000 credits. Custom plans available for agencies.
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
  • AI agent researches prospects and drafts personalized outreach
  • Human-in-the-loop approval system requiring review before any message sends
  • Integrates with existing tools: Clay, HubSpot, Calendly, Gmail, Slack, and 100+ other services
  • Persistent Knowledge Graph memory that learns from corrections and outcomes
  • Multi-model AI with Claude, GPT, Gemini, and Mistral support
  • MCP Server integration for Claude Code and Codex
  • ROI reporting tracking hours saved, cost avoided, and pipeline influenced
  • White-label option for agencies to deliver AgentLed under their own brand
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
  • Only sends messages and takes CRM actions that you have explicitly approved
  • Runs inside your existing tools instead of requiring you to switch platforms
  • Learns from call outcomes to automatically refine targeting and messaging for the next campaign
  • No per-seat fees; unlimited team members sharing one credit budget
  • Replaces manual work that a Clay agency would bill €5,500+ per month for
Community votes00
DR (Domain Rating by Ahrefs)52 no change since last check19 no change since last check
Trust Flow (Majestic)174
Citation Flow (Majestic)3722
Referring domains (Majestic)65440

5 details filled in for both companies.

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