AI Leaderboard Update — March 2026: Who Is Getting It Right?
We are currently tracking 27 AI models across 9 published rankings. Here is how they are performing — who is consistently getting it right, and who is producing the most slop.
The Current Leader: Claude Sonnet 4.6
Claude Sonnet 4.6 leads the pack with an average accuracy of 81.0% across 1 rankings. It has made 6 consensus picks out of 6 total — meaning its recommendations frequently align with what the broader AI consensus agrees on.
Top 10 Leaderboard
The spread between the best and worst AI models is significant. The top performer hits 81.0% while the bottom sits at 44.7%. That 36.3 percentage point gap is exactly why you should not blindly trust any single AI for recommendations.
The Underperformers
These models consistently produce picks that diverge from the consensus. That does not necessarily mean their picks are wrong — sometimes an outlier is genuinely discovering something the others missed. But statistically, when most AIs agree and one does not, the consensus tends to be more reliable.
Accuracy Distribution
The average accuracy across all 27 models is 66.6%. 8 models score above 70% (strong performers), 17 are moderate, and 2 fall below 55%.
Site-Wide Stats
See the full leaderboard: AI Leaderboard. Learn about how accuracy is measured.