Football AI Beta - Research Preview - Statistical analyses are continuously improving.

League intelligence

Scottish Premiership

Selected completed season: 2025/2026. This hub is a data-navigation page: team summaries, historical fixtures, and model performance in one place.

Seasons

2024/2025, 2025/2026

Fixtures

456

Teams

12

Goals/match

2.87

Datasets

2

Current season

Current season intelligence

Current-season data is kept separate from the historical baseline. It now tracks the imported season fixture list plus completed-match signals when available.

Season fixtures imported

0

2026-07-30 to 2026-09-03

Scheduled fixtures

0

Fixtures in the current Sportmonks season window.

Completed fixtures

0

Used only after final scores are available.

Teams tracked

0

Teams found in current-season fixtures.

Goals/match

0

Current completed fixtures only.

BTTS rate

0%

Both teams scored.

Over 2.5 rate

0%

Current-season completed sample.

AI reports

5

Public analysis appears after validation.

Current fixtures

Upcoming current-season fixtures

Fixture list imported from Sportmonks for the current season window. These are schedule rows, not completed-match statistics.

Current fixtures

Pending

No scheduled fixture rows are available for this league window yet.

Current season table

Current season table

Prepared for the new season from current Sportmonks teams. Season standings remain neutral until completed matches create real table data.

Current table

Pending

No current-season teams are available yet.

League snapshot

Quick entry points into teams that stand out in the completed historical sample.

League model performance

Historical V1 backtesting for registered datasets in this league. These are research metrics, not live betting performance.

1X2 accuracy50%
Balanced accuracy38%
Draw recall0%

Previous season baseline

Previous season reference table

Historical reference only. Showing the top three keeps the current season as the main focus.

#TeamPWDLGFGAGDPPGForm
1Celtic crestCeltic3826487341+322.16W W W W W
2Hearts crestHearts3824866734+332.11W W D W L
3Rangers crestRangers38201267643+331.89L L L L W

Showing top 3 from the previous completed-season baseline.

View previous season match history

Previous season match history

Latest 10 historical fixture rows from the selected completed season.

View all matches

Showing 10 of 24 historical fixtures. Use View all matches for the full list.

Detailed metrics

Dataset-level model metrics for this league.

DatasetFixturesEligible1X2BalancedBrierLog lossO1.5O2.5BTTSDraw recall
Scottish Premiership 2024/202522819850%38.25%0.5957711.00471178.79%54.55%55.05%0%
Scottish Premiership 2025/202622819856.57%46.04%0.5909540.99049377.27%51.01%51.52%0%