Insights

Original data analysis across thousands of videos from 125+ crypto influencers. What the numbers actually show.

State of Crypto Credibility: 2026 Annual Report

127 tracked entities. 222,000+ content items analyzed. 41,000+ structured claims. What the data says about credibility in crypto and financial commentary.

10 min readMay 21, 2026

Annual ReportData AnalysisRankingsMethodology

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The Overconfidence Problem: What 60,000 Claims Tell Us About Confidence in Crypto Commentary

Crypto analysts routinely express 'very high confidence' on calls that miss. We analyzed 60,000+ claims to measure how well stated confidence matches actual outcomes — and what calibration looks like at the top of the rankings.

7 min readMay 12, 2026

CalibrationData AnalysisMethodology

We Analyzed Thousands of Crypto Videos. Here Are the Most Credible Influencers.

Using 100+ behavioral factors across 6 pillars, we scored 125+ crypto influencers on credibility — not popularity, not predictions alone. Here's what the data shows.

8 min readApril 7, 2026

RankingsData AnalysisMethodology

Why Prediction Accuracy Is Only 22% of the Story

Most people equate credibility with getting calls right. Our data shows that transparency, accountability, and consistency matter far more than hit rate alone.

6 min readApril 7, 2026

MethodologyScoring

Which Crypto Influencers Delete Their Wrong Calls?

We tracked prediction history across 5+ years. Some influencers quietly remove missed calls. Here's the accountability data no one else is tracking.

5 min readApril 7, 2026

AccountabilityData Analysis

More data-driven analysis coming soon.

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