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Melaya vs MiroFish

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

Melaya compared with MiroFish
DetailMelaya logo Melaya MiroFish
What it doesPlatform to build and run AI agents across tools, browser, and Android phone with human approval on every action A simple and universal swarm intelligence engine
StageMVP Not given
Founded2026 Not given
Based inUS Not given
Pricing modelFreemium Freemium
PricingSandbox free, Outpost $20/month, Forge $49/month ($469/year with 20% discount), Bastion $129/month ($1,239/year with 20% discount), Citadel starts at $490/month for enterprise 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
  • Visual builder for multi-agent workflows
  • Support for 8,446+ tools across web, code, data, and operations
  • 111+ subagent templates with 16 prebuilt crews
  • Device Control for Android app automation
  • Browser Control for web automation
  • Human-in-the-loop approval on every consequential action
  • Support for multiple AI models including Claude, GPT, Gemini, and local models
  • MCP Server integration with Claude, ChatGPT, and Cursor
  • Full replay and audit logs for every run
  • Per-workflow RAG with vector and static context
  • 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
  • Human approval on every consequential action enforced by platform
  • No API integrations needed for Android and web automation
  • 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)28 +1 (up) since last check56 no change since last check
Trust Flow (Majestic)215
Citation Flow (Majestic)2730
Referring domains (Majestic)121160

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