Premier League predictions
Bahrain · top flight · 12 teams · table updated 15 Sept
Calibrated probabilities for every Premier League match, frozen at kickoff and judged in public. Filter Premier League in the Bet Finder.
This week's Premier League fixtures
Premier League table
| # | Team | P | W | D | L | GF | GA | GD | Pts | Form |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 |  Khalidiya | 3 | 2 | 1 | 0 | 10 | 3 | +7 | 7 | |
| 2 |  Al Riffa | 3 | 2 | 1 | 0 | 7 | 1 | +6 | 7 | |
| 3 |  Al Ittifaq Maqaba | 3 | 2 | 0 | 1 | 3 | 2 | +1 | 6 | |
| 4 |  Sitra | 3 | 1 | 2 | 0 | 3 | 0 | +3 | 5 | |
| 5 |  Al Ahli | 3 | 1 | 1 | 1 | 2 | 3 | -1 | 4 | |
| 6 |  Al-Hidd | 3 | 1 | 1 | 1 | 2 | 1 | +1 | 4 | |
| 7 |  Muharraq | 3 | 1 | 1 | 1 | 4 | 3 | +1 | 4 | |
| 8 |  A'Ali | 3 | 1 | 1 | 1 | 3 | 4 | -1 | 4 | |
| 9 |  East Riffa | 3 | 1 | 1 | 1 | 3 | 4 | -1 | 4 | |
| 10 |  Al Najma | 3 | 1 | 0 | 2 | 5 | 10 | -5 | 3 | |
| 11 |  Manama | 3 | 0 | 1 | 2 | 3 | 9 | -6 | 1 | |
| 12 |  Malkiya | 3 | 0 | 0 | 3 | 0 | 5 | -5 | 0 |
- Promotion - AFC Champions League 2
- Premier League (Relegation)
- Relegation
Official Premier League table via API-Sports · updated 2026-09-15.
This season in numbers
The model's Premier League record
| Market | Tips | Claimed | Hit | Gap |
|---|---|---|---|---|
| Home win≥ 57% | 2 | 60.3% | 100.0% | +39.7 |
| Home or draw≥ 80% | 2 | 80.6% | 100.0% | +19.4 |
| Away win≥ 50% | 1 | 52.4% | 100.0% | +47.6 |
| Away or draw≥ 73% | 1 | 76.8% | 100.0% | +23.2 |
| Over 2.5≥ 57% | 4 | 58.2% | 75.0% | +16.8 |
| BTTS≥ 63% | 0 | — | — | — |
Settled Premier League matches since 23 Julwhere the model cleared each market's tip threshold. Predictions are frozen at kickoff, so nothing here was re-scored after the fact. Rows under 5 tips are greyed.
Recent Premier League results
- 12 Sept · 17:00Sitra0-0Al-HiddNo pick
- 12 Sept · 17:00Al Ahli0-2Al Ittifaq MaqabaNo pick
- 11 Sept · 17:00Al Najma2-3East RiffaNo pick
- 11 Sept · 17:00A'Ali1-0MalkiyaNo pick
- 10 Sept · 17:00Al Riffa0-0KhalidiyaNo pick
- 10 Sept · 17:00Muharraq3-1ManamaHome Win✓
- 5 Sept · 17:00Manama1-5Al RiffaNo pick
- 5 Sept · 17:00Al-Hidd0-1Al AhliNo pick
- 4 Sept · 17:00Khalidiya3-1A'AliHome Win✓
- 4 Sept · 17:00Al Ittifaq Maqaba1-0MuharraqNo pick
About Premier League
Premier League is the top flight of Bahrain football with 12 teams. The 2026/27 season has produced 2.50 goals per game over 18 matches: both teams scored in 39%, 33% went over 2.5 goals, and the home side won 33% with 28% drawn. Khalidiya lead the table on 7 points from 3 games.
How the model handles Premier League
Every Premier League fixture is scored by the same calibrated model that covers 164+ competitions: home, draw and away probabilities from a result classifier, and both-teams-to-score and over/under goals from a Poisson goal model, each passed through its own calibration layer so a displayed 70% means roughly 70%. Since predictions were frozen at kickoff on 23 Jul, the model has settled 10 Premier League tips at the strict thresholds, claiming 64.4% on average and landing 90.0%. Predictions appear up to three days before kick-off and are re-scored every morning until the match starts, then frozen for good.
Frequently asked questions
- How are these Premier League predictions made?
- Each match gets probabilities from two machine-learning models trained on results since 2021: a three-way result classifier for home, draw and away, and a Poisson goal model for both-teams-to-score and over/under goals. Inputs are recent venue-specific form, Elo ratings, rest days, head-to-head history and, where the data exists, shot and expected-goals aggregates. Every output is passed through an isotonic calibration layer fitted on a held-out season, so the displayed percentages match real-world frequencies — the methodology page has the detail. Predictions are frozen at kickoff and never edited afterwards.
- Where does the Premier League table come from?
- It is the official standings feed from our data provider, API-Sports, refreshed nightly. We deliberately do not compute it from results ourselves: head-to-head tiebreakers, points deductions, and split, conference or Apertura/Clausura formats are all shown exactly as the competition publishes them.
- Which Premier League market is the model most reliable in?
- There are not yet enough settled Premier League tips since 23 Jul to say. The record table on this page fills in as the season goes; until then the site-wide track record is the best guide to how each market behaves.
- How far ahead are Premier League fixtures predicted?
- Up to three days before kick-off. Fixtures are imported a week ahead, each prediction is re-scored every morning as form and ratings update, and it is frozen the moment the match starts. Exact probabilities are shown to free account holders; the headline call is public. To filter Premier League by market and probability, use the Bet Finder.