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Hype Gap

🎯 AI Intelligence Highlights

🔥 OpenAI is DOMINATING with 178 events this week
📉 Flock Safety sentiment tanking at -47% - community is NOT happy
💩 Vercel talks 6% more than they ship
Western Digital quietly shipping - under-promise, over-deliver champion
Generated from real-time data • Updates every 5 minutes

Live Data Feed

Data refreshes every 5 minutes

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Deep Analytics

Track trends and sentiment over time

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How This Works

We track AI-related events from Reddit, arXiv, GitHub, company blogs, tech news, and other places where actual AI stuff happens. Not just press releases.

Scoring Formula

Score = Σ[(Innovation × 25% + Adoption × 25% + Market Impact × 20% + Media × 15% + Technical × 15%) × Time Decay]

Events are scored across 5 dimensions with time decay — recent activity matters more than old news. Sentiment and Hype/Reality are tracked separately as supplementary signals.

✓ What We Track

  • → Product launches (actual demos)
  • → Research papers (arXiv, journals)
  • → GitHub activity (real code)
  • → Partnerships (with substance)
  • → Funding rounds (validated)
  • → Hiring/layoffs (market signals)

✗ What We Ignore

  • → Vague press releases
  • → "Exploring AI" announcements
  • → Repackaged old news
  • → Executive quotes about AI
  • → Generic "AI strategy" posts
  • → Marketing without product

Frequently Asked Questions

What is the best AI company leaderboard?

Sector HQ tracks 500+ AI companies and publishes rankings for the top 100 by signal strength, with real-time updates every 5 minutes. Unlike other rankings based on funding or press releases, we measure actual activity from GitHub, arXiv, and tech communities.

How are AI companies ranked?

Rankings are calculated from 5 dimensions weighted by time-decayed event activity: Innovation (25%), Adoption (25%), Market Impact (20%), Media Attention (15%), and Technical (15%). Sentiment and Hype/Reality are tracked separately as supplementary signals. Rankings update every 5 minutes.

Who are the top 10 AI companies right now?

Based on real-time data: 1. OpenAI, 2. Google, 3. Anthropic, 4. Microsoft, 5. Nvidia, 6. Meta, 7. Amazon, 8. Apple, 9. Alibaba, 10. xAI. Rankings update every 5 minutes based on actual activity.

How often do AI company rankings update?

Sector HQ rankings update every 5 minutes with the latest data from 211 verified sources including GitHub, arXiv, Reddit, and tech news. This makes our leaderboard one of the most up-to-date AI company trackers available.

What is Hype Detection in AI rankings?

Hype Detection measures the gap between a company's marketing claims and actual technical activity. We compare press release mentions against real GitHub commits, research papers, and community engagement to show which companies are genuinely innovating versus just promoting.

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Why Sector HQ vs Other AI Rankings?

Sector HQOther Rankings
Update Frequency
Every 5 minutes
Monthly/Quarterly
Data Sources
222 verified sources
Press releases only
Hype Detection
Marketing vs Reality
No hype analysis
Ranking Basis
Actual activity & code
Funding & PR
Companies Tracked
100+ companies
Top 10-50 only

No bias, no pay-for-ranking. Our rankings are 100% algorithmic, based on real activity from GitHub, arXiv, Reddit, and tech communities. We measure what companies do, not what they say.

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How We Rank AI Companies

Our proprietary algorithm analyzes real-time activity to rank companies by what they're actually doing, not what they're saying.

1

Event Collection

We monitor 222 verified sources including GitHub repositories, arXiv research papers, Reddit discussions, Hacker News, tech news sites, and product launches. Every 5 minutes, we scan for new activity.

2

Signal Processing

Our AI filters out marketing fluff, press release spam, and duplicate content. We focus on substantive events: code commits, research publications, product releases, and genuine community engagement.

3

Hype Detection

We compare marketing claims (blog posts, announcements) against actual technical activity (GitHub commits, research citations). Companies with high "Hype Gap" talk more than they ship.

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Ranking Algorithm

Companies are scored across 5 dimensions, weighted by time-decayed event activity:

Score = Σ[(Innovation × 25% + Adoption × 25% + Market Impact × 20% + Media × 15% + Technical × 15%) × Time Decay]
Innovation (25%): Product launches, breakthroughs, novel capabilities
Adoption (25%): User growth, integrations, developer ecosystem
Market Impact (20%): Funding, partnerships, acquisitions
Media Attention (15%): Press coverage, community discussion
Technical (15%): Research papers, benchmarks, open source
Sentiment and Hype/Reality are tracked separately as supplementary signals.
5

Real-Time Updates

Rankings refresh every 5 minutes. No human bias, no pay-for-ranking, no editorial interference. Pure algorithmic transparency.

Why trust our rankings? Unlike traditional lists compiled by journalists or based on funding rounds, our system is fully automated and measures real developer activity, research output, and community sentiment—the true signals of AI innovation.

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Popular AI Company Comparisons

Compare top AI companies side-by-side with real-time activity metrics, sentiment analysis, and Hype Detection scores.

Compare Any Top Companies:

Click any company to view details, then use the compare tool to create custom head-to-head comparisons.