Skip to content
Sign in Submit your app

Subquadratic vs pirol

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 pirol
DetailSubquadratic logo Subquadraticpirol logo pirol
What it doesEfficiency is Intelligence AI lab researching human-agentic interaction and building tools for people and agents to work together
StageStartup Not given
FoundedNot given Not given
Based inUS DE
Pricing modelPaid Freemium
PricingFree 100M tokens for new users. $0.04 per 1M tokens for input tokens. Pirol AI: Buy budget starting from €20 with no subscription or expiration; priced per model from €0.62/1M output tokens for Pirol AI's blended rate. GLM-5.3-Flash: €0.19 input, €0.62 output per 1M tokens. DeepSeek V4.1 Flash: €0.40 input, €1.59 output per 1M tokens. GLM-5.3: €1.47 input, €5.45 outpu
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
  • Desktop app for local AI agents
  • Automatic CRM, ERP, HR software creation
  • Available for macOS and Windows
  • EU-hosted models with OpenAI-compatible API
  • Company as Code markdown standard
  • Model selection and routing
  • Multiple model options including vision
  • No subscription required
  • Budget does not expire
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
  • All processing stays on your machine with no cloud uploads required
  • Agents can be trusted with sensitive work because they are predictable and observable
  • European hosting and data sovereignty
  • Open-source Company as Code standard for describing organizations
  • Model router picks best model per task
Community votes00
DR (Domain Rating by Ahrefs)52 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)170
Citation Flow (Majestic)3725
Referring domains (Majestic)65434

6 details filled in for both companies.

More alternatives to Subquadratic More alternatives to pirol

Get help