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Matill vs MiroFish

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

Matill compared with MiroFish
DetailMatill logo Matill MiroFish
What it doesAutonomous AI teammates for software teams A simple and universal swarm intelligence engine
StageNot given Not given
FoundedNot given Not given
Based inBR Not given
Pricing modelFree trial Freemium
PricingUS$120 per agent per month, with a 30-day free trial (card required, nothing charged until it ends). Larger teams pay less: the rate drops by $1 for each agent added through the ninth, settling at US$110 per agent from 10 onwards. You bring your own model key and pay the provider directly for tokens Starter: $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%.
Key features
  • AI software engineer agent
  • AI product manager agent
  • AI QA engineer agent
  • AI systems architect agent
  • AI SRE (Nadia Serrano)
  • GitHub, Linear, Slack and Microsoft Teams integration
  • Incident investigation workflow
  • Release verification
  • Granular permissions per agent
  • 30-day free trial with no credit card charge
  • 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
What makes it different
  • No separate token metering—you bring your own model key and pay the provider directly
  • Agents operate only with permissions you explicitly grant and can revoke
  • All changes require human approval before reaching production
  • One price per agent regardless of specialization
  • Integrates with tools your team already uses
  • 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
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check56 no change since last check
Trust Flow (Majestic)05
Citation Flow (Majestic)2530
Referring domains (Majestic)8160

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