Southampton vs Stoke prediction & probabilities (2026-08-22)

Championship

Southampton vs Stoke Cards

2026-08-22 · 15:00
Cards55.7%Over 3.5 cards

Result

Southampton 3-1 Stoke

Settled, final score 3-1. We don’t store the live count for this market, so there is no graded verdict here.

Best predictionOver 3.5 cards · 55.7%Close to a coin-flip, barely a lean. Calibrated, not a tip.
56%

model probability

ConvictionLean

Expert AI analysis

The headline read is Over 3.5 cards at 55.7%, its strongest read on the Cards market. The total-cards ladder runs from 75.5% for over 2.5 to 20.8% for over 5.5, with over 3.5 the closest line to a coin-flip at 55.8%. On the card count, Stoke are the model’s pick to pick up more cards at 52.7%, with a level count at 19.9%. It is a calibrated model probability, graded out-of-sample, not a tip.

Cards (bookings)

Over 2.575.5%

Over 3.555.8%

Over 4.536.2%

Over 5.520.8%

Total cards, every line

Line Over Under
2.5 cards 75.5% 24.5%
3.5 cards 55.8% 44.3%
4.5 cards 36.2% 63.8%
5.5 cards 20.8% 79.2%

Who picks up more cards

Southampton27.5%

Level19.9%

★ ModelStoke52.7%

Team card lines

Southampton over 1.5

49.0%

Southampton over 2.5

22.9%

Stoke over 1.5

67.1%

Stoke over 2.5

40.6%

Card handicap

Southampton line Southampton Stoke
-1.5 13.1% 87.0%
-0.5 27.5% 72.5%
+0.5 47.3% 52.7%
+1.5 67.6% 32.5%

Red card

Any red card8.6%

Southampton red card0.8%

Stoke red card7.9%

Fouls

Line Over Under
20.5 fouls 55.9% 44.1%
22.5 fouls 40.2% 59.8%
24.5 fouls 26.3% 73.7%

Bookings are a lower-liquidity market, so calibration matters most here, these are the model total-booking probabilities for Southampton vs Stoke. It tips Stoke for the most cards.

In-depth analysis

55.8%Over 3.5 cards
8.6%Any red card
52.7%Most cards: Stoke
49.0%Southampton over 1.5 cards
67.1%Stoke over 1.5 cards
40.2%Over 22.5 fouls

By team, Southampton over 1.5 cards sits at 49.0% and Stoke at 67.1%. A red card for either side is rated at 8.6% (Southampton 0.8%, Stoke 7.9%).

These are calibrated model probabilities, not tips. Calibration is our edge, not beating the market.

Model lenses

Different analytical lenses our model applies to the same calibrated data, not separate tipsters, and never a tip.

The CalibratorRaw model read: 55.7% on Cards, graded against real out-of-sample results, no odds attached.
The FlashpointAny red card is rated at 8.6%, a low-probability event, but one that reshapes every line when it lands.
The DisciplinarianStoke are the pick to collect more cards at 52.7%, bookings follow the side defending under pressure.
The Line SetterThe fairest total line is 3.5 cards: over sits at 55.8%, the closest to a coin-flip on the ladder.

FAQ

How many cards in Southampton vs Stoke?
Before kickoff, the model rated over 3.5 total cards at 55.8% for Southampton vs Stoke.

Will there be a red card in Southampton vs Stoke?
Before kickoff, the model rated a red card for either side at 8.6%.

Which team will pick up more cards in Southampton vs Stoke?
Before kickoff, the model rated Stoke to pick up more cards at 52.7%, with a level count at 19.9%.

How is this probability calculated?
We fit a goals and markets model (Dixon-Coles plus an xG strength model and an ensemble) on real match data, then calibrate the output against out-of-sample results. It is a calibrated model probability, not an odds-derived tip.

Is this a betting tip?
No – these are calibrated model probabilities, graded against real results. We publish our full track record, including the misses, and never claim to beat the closing market.

Cards accuracy

How our Cards calls have actually performed, graded out-of-sample against real results.

61.4%Best Cards call, hit rate
0.0225Calibration error
50,162Matches graded

In 11,059 matches we rated like this one (50–60%), Cards actually happened 55.8% of the time.

Predictions & track record updated 12 Sep 2026. See the full, dated track record →

Our last 10 Cards calls

The model’s most recent graded Cards predictions, out-of-sample. Green means the call hit, red means it missed. The number is the model confidence on each.

✗ 73.8%✓ 80.7%✗ 64.7%✓ 69.3%✗ 51.1%✓ 50.6%✓ 52.9%✓ 64.6%✗ 64.2%✗ 55.7%
5 of 10 recent calls hit.
Estrela vs Sp Braga2026-09-10Over 3.5 73.8%Miss
Panathinaikos vs Kifisia2026-09-10Over 3.5 80.7%Hit
Twente vs Telstar2026-09-09Under 3.5 64.7%Miss
Moreirense vs Benfica2026-09-09Over 3.5 69.3%Hit
Derby vs West Brom2026-09-09Under 3.5 51.1%Miss

More Championship, Cards

All Cards predictions →

Related

Model probabilities, calibration-graded, not a tip. We publish our track record, including the misses. 18+. For information only, not betting advice. If gambling is a problem, visit BeGambleAware.