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Virlo vs Subquadratic

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

Virlo compared with Subquadratic
DetailVirlo logo VirloSubquadratic logo Subquadratic
What it doesAI-powered social listening and analytics platform for tracking viral trends across short-form video Efficiency is Intelligence
StageStartup Startup
Founded2024 Not given
Based inUS US
Pricing modelFree trial Paid
Pricing7-day free trial, then Starter $49/month (2,000 credits/month), Pro $199/month (12,000 credits/month), Enterprise from $499/month (20,000+ credits/month). Annual billing available at approximately 30% discount. Free 100M tokens for new users. $0.04 per 1M tokens for input tokens.
Key features
  • AI-powered viral trend detection across TikTok, YouTube Shorts and Instagram Reels
  • Real-time creator and competitor tracking
  • Hashtag rankings across 500K+ tags
  • Meta Ads Library for ad creative intelligence
  • Developer API and MCP server for AI agents
  • Slack, Discord and webhook alerts for monitoring
  • 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
  • Built exclusively for short-form video across all major platforms in one account
  • Self-serve pricing from $49/month with no contracts, compared to thousands per month elsewhere
  • Agents that work automatically on a schedule and send results to your tools
  • Data accessible to AI assistants through MCP and API
  • 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)50 no change since last check52 no change since last check
Trust Flow (Majestic)1217
Citation Flow (Majestic)3737
Referring domains (Majestic)595654

7 details filled in for both companies.

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