Soccer predictions: actual data vs predicted data

Slate 20260825 · 1 match(es)
How to read this report. Each match shows the model's headline prediction, the stage-by-stage lambda (goal-rate) build, both teams' standing/form inputs, and every starter's projected line next to their real season baseline. A moderate / large deviation badge flags a projection that strays far from the player's season form — a quick way to spot when the inputs look right but a projection does not. When the real result is known an actual-vs-predicted banner appears.

All matches overview

MatchScoreWinnerH / D / AO2.5BTTSConfλ H/AActualResult
Valencia vs Real Betis
LaLiga
1-1Draw28.3% / 27.7% / 44.0%42.0%47.3%0.721.02 / 1.34-pending

Match detail

Valencia vs Real Betis

LaLiga · 20260825 · 5-3-2 vs 4-3-3
Predicted 1-1Winner: DrawConfidence 0.72λ home/away 1.02 / 1.34Most-likely P 13.0%
Actual vs predicted: result not available yet (upcoming fixture).

Standing & form context

MetricValenciaReal Betis
League position17.0014.00
Points per game0.000.00
Attack index1.001.00
Defense (concede) index1.001.00
Form multiplier1.001.00
Standing λ multiplier1.001.00

Lambda decomposition (how the goal rates were built)

StageValencia λReal Betis λ
Pre-competitive-floor0.7551.341
Pre-calibration0.7551.341
Final λ1.0201.341
competition calibration scale 1.0competition observed total goals 0.0quality gap applied Truemismatch score pressure applied Falsecompetitive underdog floor applied Truestage discount 1.0

Scoreline distribution & markets

Top 5 scorelinesP
1-113.0%
0-112.5%
0-09.5%
1-09.5%
1-28.6%
Home win28.3%
Draw27.7%
Away win44.0%
Over 2.542.0%
BTTS yes47.3%
Pregame fair line — favorite Real Betis (44.0%), fair total 2.36, fair spread -0.32

Projected players vs season baseline

Proj = projected for this match · Season = this season's per-game average from match data · deviation badge compares projected xG to the player's season xG/game.

Valencia — projected line vs season baseline (5-3-2)

PlayerPosMinProj GProj xGSeason xG/gProj ShSeason Sh/gProj RtgSeason RtgRec
Arnaut DanjumaF9000.29-n/a20.081.7-5
Ryunosuke SatoM9000.15-n/a11.488.729.18
Filip UgrinićM6300.000.01100%20.381.728.47
Javier GuerraM9000.160.22ok11.667.234.77
José Luis GayàD6200.00-n/a00.085.914.25
Mouctar DiakhabyD9000.00-n/a-82.6-3
PepeluM3800.000.01100%10.183.628.77
César TárregaD9000.280.03964%10.381.127.07
Jesús VázquezD6500.00-n/a00.076.629.37
Stole DimitrievskiG8800.00-n/a0.085.519.114
Guido RodríguezM7010.000.02100%10.484.133.37
Team totals11.021081.7

Real Betis — projected line vs season baseline (4-3-3)

PlayerPosMinProj GProj xGSeason xG/gProj ShSeason Sh/gProj RtgSeason RtgRec
Pablo FornalsM7300.200.04343%20.786.039.611
Facundo BernalM4800.000.00100%00.282.720.513
Fran GarcíaD5900.00-n/a00.085.621.812
NatanD7400.00-n/a00.085.041.010
Diego LlorenteD8700.200.03618%10.486.732.98
Angel OrtizD9000.00-n/a0.074.6-4
Álvaro VallesG8900.00-n/a0.085.611.911
Marc RocaM5500.000.01100%20.484.631.011
AntonyM9500.240.19ok42.188.746.811
Rodrigo RiquelmeM1200.000.00100%10.182.323.711
Cucho HernándezF7710.500.2697%21.786.934.814
Team totals11.341584.4
Antagonist / tactical summary
Midfield is evenly contested — Javier Guerra vs Antony will be the pivotal duel. Total antagonist xG — Home: 0.37, Away: 0.73. Home danger zone: Central Mid vs Central Mid — Box-to-Box Midfield Contest. Away danger zone: LW vs RWB + CB.
Midfield — possession 49.5% / 50.5%, dominance ratio 0.49, key duel: Javier Guerra vs Antony
Arnaut Danjuma xG 0.09José Luis Gayà xG 0.05Pepelu xG 0.06Cucho Hernández xG 0.27Rodrigo Riquelme xG 0.15Marc Roca xG 0.20

Summary

Antagonist matchup analysis for Valencia vs Real Betis. Most likely scoreline: 1-1. Lambdas derived from 5 home and 4 away individual player duels.
Tactical parity between 5-3-2 and 4-3-3. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Javier Guerra vs Antony will be the pivotal duel. Total antagonist xG — Home: 0.37, Away: 0.73. Home danger zone: Central Mid vs Central Mid — Box-to-Box Midfield Contest. Away danger zone: LW vs RWB + CB.


Generated 2026-09-04 22:27:55 UTC · Soccer prediction reporting