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AI Economy Dashboard

Open Economy Dashboard

The AI Economy Dashboard tracks every AI company, every raise, every valuation, independently. Market cap, P/S ratio, and capex updated daily.

What's Tracked

  • 71 AI companies with detailed financial profiles
  • Market cap across the AI sector (currently $21T+)
  • Total funding tracked ($287B+)
  • Revenue estimates ($650B+)
  • AI Bubble Index measuring valuation health
  • HHI concentration index (1669, moderate)

AI Bubble Index

The signature indicator. Currently reading 278% (frothy).

Component Weight What It Measures
Valuation Premium 40% P/S ratio relative to historical software norms
Funding Acceleration 20% Rate of change in round sizes and frequency
Concentration Risk 15% Market concentration (Herfindahl-Hirschman Index)
Revenue Quality 15% Recurring vs one-time revenue, growth sustainability
Capex Gap 10% Hyperscaler AI infrastructure spend vs AI revenue generated

The index reads on a scale: Healthy (under 150%) to Frothy (150-300%) to Overheated (300-500%) to Bubble (500%+).

Full methodology: benchgecko.ai/methodology

Company Profiles

Each tracked company has a profile on BenchGecko showing:

  • Valuation timeline with funding rounds
  • Investors and lead investors per round
  • Revenue estimates with growth rate
  • Employee count and growth
  • Products and models offered
  • P/S ratio comparison to peers
  • Geographic location

Market Dashboard

The dashboard view includes:

  • Concentration analysis -- who owns how much of the market
  • Funding velocity -- round sizes and frequency trends
  • Valuation distribution -- how companies cluster by valuation bands
  • Revenue leaders -- who generates the most AI revenue
  • Geography -- where AI companies are headquartered