We’ve all been there: you’re standing over a 150-yard shot, but your brain is whispering, "Remember that one time you nuked your 9-iron 165?" Your brain is a liar. Birdie Lab is now the lie detector.

We’ve upgraded our "Stock Average" logic from a basic trim to a statistical outlier filter. We’re now using the same math scientists use to find anomalies—except we’re using it to find that one ball you thinned into the parking lot.

What’s New: Statistical Dignity

1. The Interquartile Ego-Slayer (IQR)

Instead of just chopping off the top and bottom 10%, we now use Q1/Q3 + 1.5×IQR fences.

• The Math: We find your "middle 50%" of shots (the ones you actually hit on a Tuesday morning) and build a "fence" around them. Anything outside that fence—the 40-yard chunk or the 210-yard flyer—is kicked out of your average.

• The Result: Your Stock Average and Consistency are now immune to your worst moments. It’s your real yardage, not your wishful thinking yardage.

• The Max: Your absolute Max Distance is still safe. We’ll still record your personal bests, even if they were statistical accidents.

2. Smarter Bag Gapping

By filtering out the noise, your Gapping Table now shows the true relationship between your clubs.

• Data Quality Check: If the "Filtered Average" is more than 10 yards away from your "Raw Average," we’ll slap a warning icon next to that club.

• The Message: If you see that icon, it means your ball striking is as unpredictable as a weather forecast in April.

3. The "Emergency Fallback"

In the rare event that your data is so wild that filtering would remove every single shot (hey, we've had those days), the system is smart enough to fall back to your raw data so you aren't looking at a blank screen.

THE VERDICT We’re turning your "random collection of distances" into a Strategic Map. No more guessing which club to pull; just pure, filtered truth.