Fund Rankings | Campus Alpha

Methodology

Composite Scoring Framework

Each fund's composite score is derived from two independent performance signals, price return and target accuracy, weighted and normalised to reward consistent, repeatable skill over single-trade outliers.

Price Return

We capture realised and mark-to-market performance from each pitch's entry date to its 12-month expiry horizon, settling at the official closing price on expiry date.

Active pitches mark to the latest available market price. Expired pitches lock in at the settlement close.

Return Cap Simulator

Raw Return

+25%

Capped at Scoring

+25%

-50% 0 +50%

Return exceeds cap -- clamped to +/-50% in scoring

Target Accuracy

Each pitch receives graduated credit based on how close the final price lands to the stated target at expiry. Partial credit prevents cliff-edge scoring:

Target reached 100 pts

Within 10% of target 70 pts

Within 20% of target 40 pts

Outside 20% band 0 pts

Composite Score

The two signals are combined into a single score with a volume multiplier that rewards depth of track record without letting pitch count alone determine rank.

Signal Weighting

60% Return

40% Accuracy

Return Cap

-50%

+50%

Outlier returns are clamped to prevent a single trade from distorting the aggregate

Volume Multiplier

log(1+n)

Deeper track records carry more weight, with diminishing returns to prevent gaming

Mathematical Formula

            Score
             = 
            log(1 + n)
             x 
            (
            0.6
             x 
            clamp(avgReturn, -50, +50)
             + 
            0.4
             x 
            avgAccuracy
            )
          

n

Total number of pitches submitted by the fund. More pitches increase the log multiplier.

avgReturn

Mean price return across all pitches, clamped to the -50% to +50% range before averaging.

avgAccuracy

Mean accuracy score (0-100 pts) across all pitches using the four-tier graduated system.

log(1+n)

Logarithmic volume multiplier. Grows with pitch count but with diminishing returns, preventing gaming through high pitch volume.

Disclosure: Market data is sourced from Yahoo Finance and refreshed every 5 minutes. Returns are not adjusted for dividends or corporate actions. Historical pitch performance does not constitute investment advice.