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Edge Hound vs Machina Sports

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

Edge Hound compared with Machina Sports
DetailEdge Hound logo Edge HoundMachina Sports logo Machina Sports
What it doesAI decision intelligence layer for capital markets that delivers explainable trade ideas and market research Platform to build and run sports AI agents powered by your data
StageNot given Not given
FoundedNot given 2023
Based inBG US
Pricing modelFreemium Freemium
PricingFree tier and paid subscription plans available. Free trial of 7 days offered for new subscribers. Free trial: 7 days, 100K tokens, no card required. Builder: $200 per month including 2M tokens, 1 project, 3 seats. Enterprise: custom pricing scoped with the team for customer-facing production.
Key features
  • Customizable widgets with iFrame or web component integration
  • Programmable API layer for custom agents and workflows
  • Audit trails and model governance for regulated markets
  • Real-time market data integration including filings and earnings calls
  • Multi-agent reasoning architecture
  • Community Discord for self-directed investors
  • Factory: Turn brief into sports app or agent preview
  • Studio: Manage projects, agents, workflows, activity, and usage
  • Arena: Evaluate agents, workflows, and model configurations
  • AI Router: Route model requests through configured providers and profiles
  • Workflow governance with approval modes
  • Connect multiple data sources including live sports feeds and CRM data
  • SDK and published APIs for integration
  • Output record and audit trail
  • Sports-native agent with entity model
  • No betting advice or wagering guidance
What makes it different
  • Autonomous AI agents that research and evaluate trades instead of just providing data or chat
  • Thesis-driven trade ideas with conviction levels, not generic signals
  • Built for regulated markets from inception with compliance infrastructure
  • Already in production with measurable impact on engagement and retention
  • Measurable alpha with lower drawdowns compared to Buy & Hold
  • Platform purpose-built for sports workflows, not generic agent framework
  • Built-in approval and governance for compliance and brand rules
  • Structured evaluation and comparison before deployment
  • Live sports data grounding with current match state
  • Measurable output with telemetry and audit trail
Community votes00
DR (Domain Rating by Ahrefs)21 no change since last check28 no change since last check
Trust Flow (Majestic)79
Citation Flow (Majestic)2731
Referring domains (Majestic)133162

6 details filled in for both companies.

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