How to Read a CappaData Matchup Card

CappaData Team

March 15, 2025

6 min read

If you're new to CappaData, the matchup cards might look overwhelming at first. This guide walks you through every element so you can get the most out of the platform.

The Header

At the top of every matchup card, you'll see:

• Team/Fighter Logos & Names: The two sides of the matchup.

• Game Date & Time: When the event takes place.

• Sport Badge: Which sport this matchup belongs to (NBA, NFL, NHL, or MMA).

The Pick Section

Cappa Pick

This is the team or fighter our AI model favors. It's displayed prominently with their logo.

Underdog

The opposing side — shown alongside the Cappa Pick for context.

The Metrics Panel

Confidence Score (0–100)

The overall strength of the analytical signal. Higher = stronger data alignment.

Confidence Tier

A quick label — High, Mid, or Low — based on the confidence score.

ACS (Analytical Confidence Score)

A secondary metric that measures how reliable our model considers its own output for this specific matchup. Think of it as the model's self-assessment.

Cappa Edge

The difference between our model's projected probability and the market-implied probability. Displayed with a color-coded label (Strong, Moderate, or Minimal).

Formula Score

The raw output of our AI formula before it's translated into the confidence score. Useful for comparing matchups directly.

The Analysis Section

Grades

Each matchup includes letter-style grades for key performance categories. For NBA, that's Shooting, Defense, Rebounding, and Confidence. For NHL, it's Goaltending, Defense, Offense, and Confidence.

Likely Finish

Our model's prediction for how the game will play out — for example, "Close game, decided in the 4th quarter" or "KO/TKO in Round 2."

Short Reasoning

A one-liner explaining the AI's primary rationale for the pick.

Model Notes

Longer-form notes with additional context, caveats, or interesting data points the model flagged.

Additional Context

Game Pace

Expected pace of the matchup — Fast, Moderate, or Slow.

Competitive Balance

How evenly matched the two sides are.

Market Conviction

How strongly the odds favor one side.

Line Movement

How the odds have shifted since opening.

Tips for Reading Cards

1. Start with the Confidence Tier — it's the quickest signal.

2. Check the Cappa Edge — high edge = interesting divergence from the market.

3. Read the Short Reasoning — understand why the model made its pick.

4. Review the Grades — they highlight specific strengths and weaknesses.

All outputs are for analytical and research purposes only and should not be used for financial or wagering decisions.