Methodology

How We Calculate This

The methodology behind every number on our track record. No black boxes — every metric is defined here.

In-Range Accuracy
Actual score landed within projected floor–ceiling range
Evaluated Predictions
Projections with confirmed actual scores
Mean Absolute Error
Average miss distance in fantasy points

What "In Range" Means

Every projection produces three numbers: a floor (10th percentile), a median (50th percentile), and a ceiling (90th percentile). These define the projected range.

A prediction is "in range" when the player's actual fantasy score lands anywhere between the floor and ceiling — inclusive. We do not cherry-pick a single point estimate and claim a hit when the actual is one point off. The range must contain the actual.

Why this is harder than it sounds: A 60% in-range rate on an 80th-percentile spread would be easy. Our floor–ceiling bands are calibrated to the 10th–90th percentile, making the test genuinely informative. Random guessing would produce ~80% by definition — the fact that we measure below 80% means the bands are tight enough to be meaningful, not just wide enough to always contain the actual.

How Floors and Ceilings Are Set

Projections are generated by a Monte Carlo simulation across 10,000 game scenarios per player, drawing from:

  • Historical position-level scoring distributions (2019–2025)
  • Opponent defensive strength (adjusted points allowed by position)
  • Injury/practice status at projection time
  • Game context: home/away, Vegas total, weather for outdoor stadiums
  • Badge signals (Toxins/Venom Chips) applied as delta adjustments

The floor is the 10th percentile of that distribution. The ceiling is the 90th percentile. The median is the 50th percentile — our best single-point estimate.

Walk-forward calibration adjusts these distributions each week based on recent prediction errors, so the model self-corrects over the course of a season.

Our Commitment

No retroactive edits. Projections are locked at kickoff. The floor, median, and ceiling you see pre-game are the ones evaluated against actuals.

No cherry-picking seasons. Every season from 2019 to 2025 is included by default. You can filter by season above to inspect any individual year.

Source counts are disclosed. The "Evaluated Predictions" number above (0) counts only player-weeks where we have confirmed actuals — not total rows in our database ().