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MiroFish vs Xpress AI

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

MiroFish compared with Xpress AI
Detail MiroFishXpress AI logo Xpress AI
What it doesA simple and universal swarm intelligence engine Persistent AI coworkers that remember your projects, use your tools, and become a lasting company asset
StageNot given Not given
FoundedNot given Not given
Based inNot given JP
Pricing modelFreemium Freemium
PricingStarter: $7.50/month (monthly) or $9/month (annual); Pro: $15.83/month (monthly) or $19/month (annual); Premium: $40.83/month (monthly) or $49/month (annual). Annual plans save 17%. Free trial: 14-day free trial of Pro plan with 3 Standard Agent slots. Pro: $299/month with 3 Standard Agent slots. Team: $699/month with 6 Standard Agent slots. Crew: $1,299/month with 12 Standard Agent slots. Business: $2,499/month with 24 Standard Agent slots (additional Standard Agent slots $100
Key features
  • Upload PDF, Markdown, and text documents to seed simulations
  • Convert source material into ontology and graph structure
  • Run parallel simulations with up to 1 million agents per run
  • Generate prediction reports with key risks and confidence signals
  • Deep interaction through ReportAgent or direct character interviews
  • Dual-surface simulation across Twitter and Reddit style channels
  • Follow-up questions in the same workspace for continued analysis
  • Build executable scenarios for public opinion, market, policy, and narrative use cases
  • Voice conversations with transcripts stored in project context
  • Tool integrations with GitHub, Slack, Teams, Microsoft, AWS, Confluence, Box
  • 12-Factor Coworker Model with identity, memory, reasoning, and learning
  • Durable task tracking with dependencies, retries, and approval controls
  • Computer use and desktop automation
  • Pre-configured starter teams for Sales, Engineering, and Customer Ops
  • Multi-team coordination and knowledge sharing
  • On-premise and private cloud deployment options
  • Local open-source runtime with XpressClaw
What makes it different
  • Inspectable AI forecasts treated as exploratory hypotheses before operational decisions
  • Review simulations before upload with the Forecast Explorer gallery
  • Graph-native simulation that exposes actor incentives, narrative spread, and reaction chains
  • Templates and guides for recurring scenario types like crises and product launches
  • Keeps judgment with humans on scenario boundaries and high-stakes operating calls
  • Persistent memory and context that survives across sessions and team members
  • Measurable business outcomes with tracked work and task management
  • Team collaboration with multiple teammates working with the same coworker
  • Inspectable and composable architecture with clear interaction visibility
  • Flexible deployment with cloud-hosted or local open-source options
Community votes00
DR (Domain Rating by Ahrefs)56 no change since last check29 no change since last check
Trust Flow (Majestic)57
Citation Flow (Majestic)3026
Referring domains (Majestic)16066

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