๐Ÿ† Ranking Systems Explained

A point-based ranking system designed for every skill level and those who may only compete in doubles events.

1. RFI Power: The Momentum Engine ๐Ÿ”ฌ View Core Engine Math

RFI Power measures your performance relative to expectations. Your points are determined by the Rating Difference between you and your opponent.

๐ŸŒฑ Initial Placement & Starting Points ๐Ÿ“ Seeding Equations

When a new player enters the platform or the timeline calculates, an unranked player establishes their initial baseline score anchored to a universal base floor:

  • Universal Base Floor: New unranked players enter the system with a baseline performance score of 300 points in their RFI Power profile.
  • Earned Upgrades: Rating increases above this baseline must be earned purely through active competitive matches and tournament performance.
  • Anti-Inflation Protection: Starting all newcomers at an identical floor prevents artificial rating inflation and ensures structural integrity across the entire platform.
๐Ÿ“ˆ Provisional Calibration Jump ๐Ÿ“Š Calibration Jump Math

At the conclusion of a newcomer's 5-match calibration window (the Zero-Risk Shield period), the engine analyzes their performance trend. A one-time dynamic adjustment is calculated and inserted directly into their RFI Power based on their individual Game-Win Percentage, fast-tracking them to their accurate skill tier as shown in your match history logs.

The Payout Matrix (Standard Base Points)

Rating Difference Higher Rank Winner (Expected) Lower Rank Winner (Upset)
0 โ€“ 10 pts (Balanced)Winner +7 / Loser -7Winner +7 / Loser -7
11 โ€“ 25 ptsWinner +5 / Loser -5Winner +10 / Loser -10
26 โ€“ 50 ptsWinner +4 / Loser -4Winner +15 / Loser -15
51 โ€“ 100 ptsWinner +3 / Loser -3Winner +25 / Loser -25
101 โ€“ 200 ptsWinner +2 / Loser -2Winner +35 / Loser -35
201 โ€“ 400 ptsWinner +1 / Loser -1Winner +45 / Loser -45
401+ ptsWinner +1 / Loser -1Winner +60 / Loser -60

Base points are multiplied by the Event Multiplier to reflect the importance of the tournament:

0.5xLeagues / Club
1.0xRegional
1.5xProvincial
2.0xNational
2.5xInternational
The Asymmetric Exchange Rule

To ensure high-stakes events (like Nationals) don't unfairly penalize players, the Event Multiplier only affects the Winner's gain. The loser's penalty is always capped at a 1.0x rate.

Example (National Match x2.0): An upset worth 25 base points.
โ€ข Winner: Gains +50 points (2.0x bonus).
โ€ข Loser: Loses -25 points (capped at 1.0x).
๐ŸŒช๏ธ The Sweep Bonus (The Slingshot) ๐Ÿงฎ Sweep Formula

Triggered when an underdog wins a match where the opponent scores 5 total points or less. You receive 50% of the rating gap between you. Winner gain is uncapped, while loser penalty is capped at -100.

๐ŸŽ“ The Mastery Upset ๐Ÿ“œ Mastery Logic

Beating a player ranked 200+ points higher for the second time within 13 months triggers a 3x Multiplier on your base points.

โณ Automated Inactivity Decay Rules ๐Ÿ“‰ Decay Mechanics

To maintain an active and competitive leaderboard that accurately reflects current player form, the calculation engine runs a systematic decay protocol for players on extended breaks:

๐Ÿ“‰ System Maintenance & Safety

2. Doubles: Team Averages & Carry Compensation

Doubles calculations use Team Averages, with points shared between partners based on individual ratings to ensure fairness.

The "Carry" Rule: Winners reward the underdog; Losers hold the veteran accountable.
Sample Win: Veteran (2500) & Junior (1500). Pool: 40 pts.
โ€ข Junior (1500): Receives +25 pts for "playing up".
โ€ข Veteran (2500): Receives +15 pts.

3. Racquetball Performance Index (RPI) ๐Ÿ”ฌ View RPI Mathematical Model

The RPI is a stabilized indicator of your "Level of Play," designed similarly to tennis (NTRP) or pickleball (DUPR) systems. It is primarily used for **Division Eligibility** and **Seeding**.

RPI = max(2.0, (RFI Power / 715) + 1.0)
๐Ÿ”„ Why RPI and RFI Power Diverge (Understanding the Difference)

It is common for a player's RPI level to drop out of alignment with their absolute RFI Power rating. This happens because they measure entirely different dimensions of competitive performance:

๐Ÿ“Š Match Volume Limitations & The "Low-Match Drag" Effect

If a player has played a low number of matches (e.g., 11 matches) and feels their RPI is lower than expected (such as peaking at 3.5), this is a deliberate mathematical feature designed to prevent volatile rating spikes. Here is exactly how match volume limits and anchors progression:

โš™๏ธ High-Fidelity Algorithmic Architecture

The Rating Performance Index (RPI) tracking pipeline converts chronological match point exchanges directly into localized performance indicators using a four-stage asymptotic convergence process:

1. Match Quality Anchoring (Dynamic Tier Ceilings)

Before modifying historical curves, the matrix extracts the mean RFI Power signatures of both active players to isolate the true competitive match standard ($Q$). This baseline guarantees that performance targets scale dynamically alongside opponent capability pools up to an absolute ceiling of $8.5$.

2. Asymmetric Performance Curve Distribution

The system derives individual performance targets ($T_w, T_l$) by cross-analyzing real-world point ratios against standard performance baselines. Dominant victories scale asymptotic projections toward the tier ceiling, while competitive losses buffer stable metrics against major volatility.

3. Variable Convergence Co-efficients ($K_{rpi}$)

To stabilize rankings across deep datasets, the engine adjusts tracking responsiveness based on game volume. Unrated placement entities move rapidly ($K_{rpi} = 0.20$), whereas seasoned competitors merge with historical curves through a steady filter ($K_{rpi} = 0.06$).

๐Ÿ”ฌ Provisional Calibration Mechanics

To convert raw, high-velocity tournament points into stable front-end tiers, the engine runs a strict linear normalizer calculation: RPI = max(2.0, (RFI Power / 715) + 1.0).

โš ๏ธ ๐Ÿ’ก This calculation guarantees that no active player rating gradient can ever breach or drop below the absolute system floor value of 2.0 RPI.

What do these levels mean?

4. Double-Jump: A Positional Ladder-Like System

Double-Jump is a strictly positional ranking (Rank #1, #2, etc.) based on the "7-Rule" Tracking System. It allows you to "leapfrog" the ladder by proving you can defeat specific targets ahead of you.

The 7-Rule Mechanics