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Track record

Every prediction is logged before kick-off and settled automatically. Nothing is deleted or hand-picked. We compare against the bookmakers' own implied probabilities, the hardest benchmark there is.

Live predictions

Published before kick-off. 325 matches, 2026-10-23 to 2026-10-27.

Result accuracy
51.4%
bookmaker favourite: 52.1%
Log loss, 1X2 (lower is better)
1.014
bookmakers: 0.980
RPS (lower is better)
0.214
bookmakers: 0.203
Value bets, flat stake
-24.7%
266 bets · -65.7 units

Calibration

When the model says 70%, does it happen about 70% of the time? Points on the diagonal mean yes.

0%0%25%25%50%50%75%75%100%100%Predicted probabilityActually happenedperfect
Over 2.5 goals: hit rate by confidence

If you only took picks the model rated at least X% likely, this is how often they won. Base rate across all matches: 56%. Brier score 0.244 (lower is better).

Model says ≥PicksWon
50%18459.8%
60%7365.8%
70%1668.8%
80%10.0%
90%0–

Value bets by market

Bets where model probability × average odds exceeded 105% of stake

MarketBetsHit rateROI
Home win6131.1%-18.4%
Away win7520.0%-21.6%
Draw5111.8%-54.3%
Over 2.5 goals1040.0%-30.9%
Under 2.5 goals6940.6%-10.9%

Walk-forward backtest

Each week the model was refitted using only results available at the time, then asked to predict the following week. 14,205 matches, 2025-08-01 to 2026-10-21.

Result accuracy
48.6%
bookmaker favourite: 50.2%
Log loss, 1X2 (lower is better)
1.026
bookmakers: 1.006
RPS (lower is better)
0.212
bookmakers: 0.205
Value bets, flat stake
-13.5%
11,486 bets · -1547.5 units

Calibration

When the model says 70%, does it happen about 70% of the time? Points on the diagonal mean yes.

0%0%25%25%50%50%75%75%100%100%Predicted probabilityActually happenedperfect
Over 2.5 goals: hit rate by confidence

If you only took picks the model rated at least X% likely, this is how often they won. Base rate across all matches: 53%. Brier score 0.245 (lower is better).

Model says ≥PicksWon
50%7,28758.3%
60%2,57764.6%
70%44073.4%
80%4684.8%
90%0–

Value bets by market

Bets where model probability × average odds exceeded 105% of stake

MarketBetsHit rateROI
Home win3,41030.1%-17.0%
Away win3,63622.2%-16.3%
Draw1,52520.7%-11.1%
Over 2.5 goals1,00550.8%-4.3%
Under 2.5 goals1,91045.3%-8.5%

By league

Log loss on 1X2 for the same matches. Where the model is lower than the bookmakers, it was sharper.

Football updated Wed, 28 Oct 2026 12:55:04 UTC · football-data.co.uk

Basketball updated Wed, 28 Oct 2026 12:55:32 UTC · ESPN · EuroLeague

Probabilities are estimates, not guarantees, and bookmakers' prices are hard to beat over time. 18+ only. If gambling stops being fun, visit BeGambleAware.

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