Rugby Elo Rankings

Current Elo rankings

Win % vs next shows the probability of beating the team ranked directly below. Bands translate percentages into intuitive labels.

# Team Elo Win % vs next Band P W D L

Pairwise win probabilities

Read across: each cell shows the probability that the row team beats the column team on a neutral venue. Hover for detail.

Upcoming match predictions

Win probabilities based on current Elo ratings. Home advantage adds Elo points for home matches.

Historical Elo ratings

Year-end Elo snapshots from . Click a team in the legend to toggle visibility. Top 10 shown by default.

What is Elo?

Elo is a rating system originally designed for chess by Arpad Elo. It assigns each team a numerical rating that rises with wins and falls with losses. The size of the change depends on the opponent's strength: beating a highly-rated team earns more points than beating a weaker one. Crucially, Elo ratings produce win probabilities directly. If the gap between two teams is 100 points, the stronger team is expected to win roughly 64% of the time.

How this model works

This is a margin-of-victory-adjusted Elo system on the standard 1500/400 scale (the FiveThirtyEight/ELOR design). Each match updates ratings based on three factors: the result (win, loss, or draw), the margin of victory (larger margins move ratings more, with diminishing returns via a logarithmic dampener), and an autocorrelation adjustment (upsets move ratings more than expected results).

Additional model features include home advantage (applied at non-neutral venues), a Rugby World Cup match weight (RWC matches count double), cold-start seeding for teams entering the dataset after 1871, and a 10% regression to the mean between seasons.

Model parameters

ParameterValueMeaning

Data scope

Validation

Walk-forward prediction from January 2024: 76.8% hit rate on decisive matches (211 matches), Brier score 0.161 (lower is better). Spearman rank correlation of 0.959 against the official World Rugby rankings. Parameters (K=20, H=90, SR=0.10) were selected by grid search over 616 combinations, scored on mean Brier across three Rugby World Cup cycle windows (2015-2019, 2019-2023, 2023-2026).

Probability bands

Raw percentages are translated into six named bands, consistent with the football predictor:

BandRangeMeaning
Coin flip50 - 55%Could go either way. Essentially even.
Too close55 - 60%Slight lean but hard to call.
Tight60 - 65%Meaningful edge, still competitive.
Slight edge65 - 70%Clear advantage, upset still plausible.
Clear favourite70 - 85%Strong advantage. Upset unlikely.
Strong favourite85 - 100%Dominant. Result barely in doubt.
Disclaimer: This is an independent statistical model. It is not affiliated with or endorsed by World Rugby. Rankings may differ from the official World Rugby rankings. This model is intended for informational and entertainment purposes only. Not for betting or gambling.