Cardio Gas Tank Analysis

Overview

This pillar evaluates a fighter's aerobic capacity and ability to maintain offensive output in later rounds. It identifies athletes who fade under pressure versus those who increase volume as the fight progresses.

What It Does

The analysis tracks significant strike attempts and grappling engagements across rounds to visualize energy depletion curves. It isolates variables that drain stamina, such as body shots absorbed and time spent defending takedowns.

Why It Matters

Fatigue makes cowards of us all and ruins positions. Knowing who has the 'deep water' advantage allows you to position the underdog in live markets or predict decision wins for high-volume cardio machines.

How It Works

We compare a fighter's Round 1 output against their average Round 3 (and 4-5) output to establish a Fade Coefficient. This is adjusted based on the opponent's grappling style, as wrestling exchanges drain energy faster than striking.

Methodology

Calculates the 'Fade Rate' using (R3_Strikes / R1_Strikes) * 100. Incorporates a 'Grappling Tax' multiplier of 1.2x for every minute of control time endured. Data is aggregated from the last 5 fights, weighted heavily toward bouts that went the distance.

Edge & Advantage

Exploits live betting lines where the favorite is exhausted but odds remain short. Also identifies value on 'Fight to Go the Distance' props for high-stamina matchups.

Key Indicators

• Round 3 Output Retention

  high

  Percentage of Round 1 volume maintained in Round 3

• Body Shot Accumulation

  medium

  Total body strikes absorbed per round

• Grappling Exertion Index

  high

  Energy expenditure estimate based on clinch and ground control time

Data Sources

• Official Fight Stats

  Round-by-round strike and grappling metrics

• Visual Tape Study

  Qualitative analysis of mouth breathing and stance breaks

Example Questions This Pillar Answers

• → Will the fight go the distance?
• → Who will win Round 3?
• → Live Betting: Who wins after the favorite gasses out?

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