Championship
Finished
High risk

Derby vs Cardiff

22Full time
Sat, Aug 22, 02:00 PMPride Park

AI prediction

Home Win

Confidence 48/100

This match has finished. The analysis below is recomputed from current data for reference; the forecast that counts is the one frozen before kickoff, shown under Recorded forecast.
Model verdict
High risk

Home Win

Derby (LWLWL) project at 1.6 expected goals versus 1.2 for Cardiff (DD). The blended Poisson, form, rating and market signals lean Home Win at 48/100 confidence with high risk. Team strength uses the 2025 historical season baseline, so confidence is deliberately capped.

Confidence

48/100

Confidence
48/100

Strongest cover

1X

75.7% probability

Risk classification

High

25.1% draw weight

Value status

Unpriced

Pre-match odds unavailable

Market sample

Unavailable

No pre-match quotes

Full distribution

Market probabilities

1X2

D win50.6%
Draw25.1%
C win24.3%

Goals

Over 1.577.3%
Over 2.552.6%
Under 2.547.4%

Both teams to score

Yes55.7%
No44.3%

Complementary outcomes total 100%; values are model estimates, not implied guarantees.

Inputs behind the forecast

Evidence ledger

Derby

6/15 recent form points

LWLWL
xG / match
Unavailable
xGA / match
Unavailable
Goals / match
1.46
Shots on target
Unavailable

Cardiff

2/6 recent form points

DD
xG / match
Unavailable
xGA / match
Unavailable
Goals / match
1.50
Shots on target
Unavailable

Matchup xG signal

The live data feed does not provide xG in this statistics response. This forecast uses the 2025 historical season baseline, falls back to observed scoring and conceding rates, and lowers its data-quality assessment.

Recent meetings: BTTS in 6/10 and Over 2.5 in 5/10.

Price interpretation

Value read

Odds unavailable for this fixture

The forecast is based on team and matchup evidence only. No model-versus-market edge is claimed until a complete price set is available.

Provenance

Model card

Version
livewin-hybrid-v0.6
Data source
Licensed live data feed
Statistics baseline
2025 season
Odds timestamp
No odds available
Optional coverage
H2H available · no odds
Confidence
Signal agreement score
Risk
High · uncertainty remains

Confidence reflects separation, form, market agreement and volatility. It does not equal the probability of the displayed pick, and it should not be used as a stake recommendation.

Head-to-Head

Derby 2-2 Cardiff

2026-08-22T16:00:00+02:00

BTTS

Over 2.5

Cardiff 2-1 Derby

2025-01-25T16:00:00+01:00

BTTS

Over 2.5

Derby 1-0 Cardiff

2024-09-14T16:00:00+02:00

No BTTS

Under 2.5

Derby 0-1 Cardiff

2022-05-07T13:30:00+02:00

No BTTS

Under 2.5

Cardiff 1-0 Derby

2022-03-01T20:45:00+01:00

No BTTS

Under 2.5

Cardiff 4-0 Derby

2021-03-02T20:00:00+01:00

No BTTS

Over 2.5

Derby 1-1 Cardiff

2020-10-28T20:45:00+01:00

BTTS

Under 2.5

Cardiff 2-1 Derby

2020-07-14T20:45:00+02:00

BTTS

Over 2.5

Derby 1-1 Cardiff

2019-09-13T20:45:00+02:00

BTTS

Under 2.5

Derby 3-1 Cardiff

2018-04-24T20:45:00+02:00

BTTS

Over 2.5

Odds Comparison

No pre-match bookmaker prices are available for this fixture. The model does not claim a market edge.

Model reasoning

Derby at home has a fairly balanced but slightly positive profile, with 20 wins, 9 draws, and 17 losses across 46 matches, plus 67 goals scored and 59 conceded. Their clean sheets (12) suggest they can keep games under control at times, and their recent form reads LWLWL, which is mixed but includes some ability to avoid defeat. Cardiff’s away sample in the provided data is extremely small, with only 2 matches and a record of 0 wins, 2 draws, 0 losses, scoring 3 and conceding 3. With no clean sheets listed, they look more like a side that can hold on than one that consistently creates separation, though the limited match count makes this harder to interpret. The market-style probabilities lean toward a Derby edge: home win is 50.6% versus 24.3% for Cardiff, with a draw at 25.1%. Over 2.5 goals is also slightly favored at 52.6%, and both teams to score is 55.7%, which fits a scenario where Derby may do enough to win but the match still has a reasonable chance of involving goals from both sides. Given the high risk level and the modest confidence score (48), the home win case looks plausible but not strong. The biggest uncertainty is Cardiff’s very limited away data, so the result could swing toward a draw if Derby’s recent inconsistency continues.

Recorded forecast

Final score

2-2

Pre-kickoff call

Home Win · 52.7% → Lost

Ranked probability score

0.1642 (uniform ≈ 0.222)

Recorded Fri, 21 Aug 2026 09:30 UTC, before kickoff, unpriced, by livewin-hybrid-v0.6. Counted in the public track record.

Team hubs: Derby predictions · Cardiff predictions

Predictions are probabilistic and for informational/analytical purposes only. No outcome is guaranteed.