Stoke vs Swansea prediction & probabilities (2026-08-15)

Championship

Stoke vs Swansea Cards

2026-08-15 · 15:00
Cards53.8%Over 3.5 cards

Result

Stoke 1-2 Swansea

Settled, final score 1-2. We don’t store the live count for this market, so there is no graded verdict here.

Best predictionOver 3.5 cards · 53.8%Close to a coin-flip, barely a lean. Calibrated, not a tip.
54%

model probability

ConvictionLean

Expert AI analysis

The model makes Over 3.5 cards at 53.8%, its strongest read on the Cards market. The total-cards ladder runs from 74.0% for over 2.5 to 19.3% for over 5.5, with over 3.5 the closest line to a coin-flip at 53.8%. Head to head on cards, Swansea are the model’s pick to pick up more cards at 44.6%, with a level count at 21.0%. Calibrated against real results, we show the read, not a sure thing.

Cards (bookings)

Over 2.574.0%

Over 3.553.8%

Over 4.534.3%

Over 5.519.3%

Total cards, every line

Line Over Under
2.5 cards 74.0% 26.0%
3.5 cards 53.8% 46.2%
4.5 cards 34.3% 65.7%
5.5 cards 19.3% 80.7%

Who picks up more cards

Stoke34.5%

Level21.0%

★ ModelSwansea44.6%

Team card lines

Stoke over 1.5

53.7%

Stoke over 2.5

26.9%

Swansea over 1.5

60.9%

Swansea over 2.5

33.9%

Card handicap

Stoke line Stoke Swansea
-1.5 17.7% 82.4%
-0.5 34.5% 65.5%
+0.5 55.4% 44.6%
+1.5 74.7% 25.4%

Red card

Any red card8.0%

Stoke red card7.3%

Swansea red card0.8%

Fouls

Line Over Under
20.5 fouls 56.9% 43.1%
22.5 fouls 41.2% 58.8%
24.5 fouls 27.3% 72.8%

Recent referees

Team Referee Games Cards/g Team cards/g
Stoke A Herczeg 3 2.0 1.3
Stoke D Webb 3 2.0 0.3
Stoke E Bell 3 3.0 0.7
Swansea A Backhouse 5 3.6 1.4
Swansea D Webb 4 2.3 1.3
Swansea J Busby 3 5.7 2.0

The referees each side has met most this season, with cards per game overall and for that team. We never claim who officiates this match: the appointment is not known before kickoff.

This season (2025/26)

2.0Stoke cards per game
10.4Stoke fouls per game
2.0Swansea cards per game
9.9Swansea fouls per game

Bookings are a lower-liquidity market, so calibration matters most here, these are the model total-booking probabilities for Stoke vs Swansea. Slightly more cards are projected for Swansea for the most cards.

In-depth analysis

53.8%Over 3.5 cards
8.0%Any red card
44.6%Most cards: Swansea
53.7%Stoke over 1.5 cards
60.9%Swansea over 1.5 cards
41.2%Over 22.5 fouls

Split by side, Stoke over 1.5 cards sits at 53.7% and Swansea at 60.9%. A red card for either side is rated at 8.0% (Stoke 7.3%, Swansea 0.8%). Stoke’s most frequent referee this season, A Herczeg, has averaged 2.0 cards a game across 3 of their matches; the appointment for this game is not known before kickoff. This season Stoke have averaged 2.0 cards a game and Swansea 2.0.

We publish the model, not a sure thing. 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: 53.8% on Cards, graded against real out-of-sample results, no odds attached.
The Referee WatcherA Herczeg, Stoke’s most frequent referee this season, averages 2.0 cards a game. The appointment is not known before kickoff, so this is context, not a call.
The FlashpointAny red card is rated at 8.0%, unlikely, and priced as such.
The DisciplinarianSwansea are the pick to collect more cards at 44.6%, the side chasing the game tends to foul more.

FAQ

How many cards in Stoke vs Swansea?
Before kickoff, the model rated over 3.5 total cards at 53.8% for Stoke vs Swansea.

Will there be a red card in Stoke vs Swansea?
Before kickoff, the model rated a red card for either side at 8.0%.

Which team will pick up more cards in Stoke vs Swansea?
Before kickoff, the model rated Swansea to pick up more cards at 44.6%, with a level count at 21.0%.

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

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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.