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Ranked by Hype Gap - the difference between marketing hype and actual substance
Block has the highest hype gap at +17.4, followed by Rivian (+11.0) and ASML (+10.0). These companies have significantly more marketing hype than actual substance.
Hype Gap is calculated by comparing a company's hype score (marketing claims, press releases) to their reality score (GitHub activity, research papers, product launches). A gap of +20 or higher indicates extreme overhype.
The Hype Gap (Bullshit Gap) measures the difference between a company's hype score (marketing claims, press releases, exec statements) and reality score (GitHub activity, research papers, actual product launches).
Hype Score (0-100): Analyzed from company blog posts, press releases, executive statements, and marketing materials. Higher scores indicate more self-promotion and buzzword usage.
Reality Score (0-100): Measured from third-party sources including GitHub commits, research papers, community discussions, product launches with demos, and verified user feedback.
Hype Gap: Hype Score - Reality Score. Companies need at least 3 events in the past 7 days for analysis.
Compare all 100+ AI companies by activity, sentiment, and Hype gap
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