Erne/ATP Threat Level

Overview

This pillar analyzes the frequency and success of advanced, aggressive shots like the Erne and Around-the-Post (ATP). It provides a unique measure of a player's offensive pressure and ability to create game-changing moments.

What It Does

The Erne/ATP Threat Level tracks how often a player attempts these two high-risk, high-reward shots. It evaluates not just the volume but the success rate to build a profile of a player's offensive toolkit. This analysis goes beyond simple win-loss records to measure a player's capacity to demoralize opponents and control the net.

Why It Matters

These shots are momentum shifters. A successful Erne or ATP can disrupt an opponent's rhythm and create a significant psychological advantage. This pillar helps predict which players are more likely to break open a tight game or mount a comeback through superior skill.

How It Works

First, we analyze play-by-play data or match footage from a player's recent tournaments. We log every attempt of an Erne or ATP shot and its outcome. These attempts are then calculated as a rate per game to normalize for match length. Finally, success rates are weighted to generate a single Threat Level score.

Methodology

The Threat Level is calculated per player over their last 5 sanctioned matches. The formula is: `Threat Level = ((Total Successful Ernes / Total Games Played) * 1.5) + ((Total Successful ATPs / Total Games Played) * 1.2)`. The weights reflect the higher difficulty and impact of the Erne compared to the ATP.

Edge & Advantage

This provides an edge by isolating key offensive plays that traditional sports stats overlook. It identifies players who possess the modern, aggressive style required to win at the highest levels.

Key Indicators

• Erne Success Rate

  high

  The percentage of Erne attempts that result in a won point. A high rate indicates elite kitchen control.

• ATPs Per Match

  medium

  The average number of Around-the-Post shots attempted per match. Measures a player's creativity and ability to attack from wide angles.

• Forced Error Conversion

  medium

  The percentage of points won via an opponent's error within two shots following a successful Erne or ATP.

Data Sources

• PPA Tour Match Vision

  Video archives of professional pickleball matches, used for manual shot tracking and analysis.

• The Dink Analytics

  Provides articles and occasional statistical breakdowns of player tendencies and shot selection.

Example Questions This Pillar Answers

• → Will Ben Johns record over 4.5 successful Ernes in the singles final?
• → Will Anna Leigh Waters win her next match in straight games?
• → Which doubles team will have a higher combined Erne/ATP Threat Level in the upcoming match?

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