The Biggest Hype Gap in AI
Which AI companies are all talk, no action? Data-driven analysis of hype vs reality in 2025.
🤡 What's the Hype Gap?
The Hype Gap is the difference between what AI companies say (hype score) and what they actually do (reality score).
High Hype Gap (>10): All talk, questionable execution
Medium Hype Gap (5-10): Marketing spin, some substance
Low Hype Gap (<5): Honest messaging, solid execution
Top 50 Most Overhyped AI Companies
Alibaba
Raspberry Pi
Qualcomm
CoreWeave
Shopify
Perplexity
Goldman Sachs
Spotify
Apple
Frequently Asked Questions
What is the Hype Gap in AI companies?
The Hype Gap measures the difference between a company's marketing hype (what they say) and their actual reality (what they do). A high hype gap means a company talks big but delivers small. It's calculated by analyzing events, sentiment, and quality metrics.
Which AI company has the biggest hype gap in 2025?
Alibaba currently has the highest hype gap at 8.7, indicating significant overhype relative to actual execution.
How is the Hype Gap calculated?
Hype Gap = Hype Score - Reality Score. Hype Score analyzes marketing events, press releases, and claims. Reality Score measures actual product launches, funding, partnerships, and technical execution. A score above 10 indicates significant overhype.
Is a high Hype Gap always bad?
Not necessarily. Early-stage companies often have high hype gaps as they're building in public and making bold claims. However, if the hype gap stays high for 6+ months without execution, it's a red flag. Look for the trend: is the gap increasing or decreasing?