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

Premier League - 28083

Current lifecycle fixture
Everton crest

Everton

Kickoff

2026-08-22 14:00:00

VS

Crystal Palace crest

Crystal Palace

Fixture: Approved analysisLifecycle: publishedData: 14/07/2026, 10:52:37 | analysis-v1

Share analysis

Share this match intelligence

Public reviewed analysis only. No odds, staking advice, or profit claims.

Intelligence overview

No clear favourite

Highest 1X2 estimate 41%. Confidence is low, so the UI avoids a strong recommendation.

Expected goals

Everton: 1.4
Crystal Palace: 1.2

Home xG / Away xG

Model

analysis-v1

live-local

Publication

published

Public view hides drafts

32%

Confidence

Low confidence

Cautious estimate

AI MATCH ANALYSIS

Validated reportPremier LeagueModel gpt-5-mini

Everton modestly favoured at home against Crystal Palace; low confidence and very small sample

Prediction leans to a home win (41% vs 29% away) with high likelihood of at least two goals (Over 1.5 strongest market). Expected scores are narrow: Everton 1.4, Palace 1.2. Both teams show statistical support to score (BTTS 69%), but overall confidence is low due to minimal sample size.

Match Outlook

Model classifies the fixture as a home-leaning match: Everton carries the highest single outcome probability at 41%, with draw 30% and Crystal Palace 29%. The highest-probability market signal is Over 1.5 goals (81%). Confidence is low (score 32) because the underpinning dataset uses only one match for each side in the current sample.

Current Form

Available inputs represent a minimal sample (one match used for each team). This produces narrow expected-goal values but weakly supported form conclusions. The model reports Everton expected goals 1.4 and Crystal Palace expected goals 1.2; those figures are close and reflect parity rather than a decisive form advantage.

  • Both: 1 home match used, 1 away match used - Very small historical sample decreases reliability of form-driven conclusions.
  • Crystal Palace: 1.2 - Model expects Palace to average 1.2 goals — close to Everton's expectancy, indicating a tight projected contest.

Home vs Away

Everton's home advantage shows up as the highest single outcome probability (41%), yet the margin over Palace (29%) is modest. The classification is a home lean rather than a strong home-favourite; drawing remains a substantial possibility at 30%. Low confidence should temper reliance on the home edge.

  • Both: 30% - Draw probability is material, reducing the certainty of a home win outcome.
  • Crystal Palace: 29% - Away win probability is close to the draw probability, indicating a compact distribution of outcomes.

Goals Outlook

Model signals a good chance of goals: Over 1.5 probability is 81% while Over 2.5 sits at 45%. Both teams to score probability is 69%, supported by near-par expected goals (1.4 v 1.2) and reported goal differences in the sample (Everton -3, Palace -10).

Over 1.5

81% probability — Over 1.5 is the strongest market and indicates a high chance of at least two goals.

Over 2.5

45% probability — roughly coin-flip territory for 3+ total goals, reflecting moderate scoring potential.

BTTS

69% probability — model expects both teams to find the net in the majority of cases in this sample.

Expected goals

Everton: 1.4

Crystal Palace: 1.2

  • Both: 69% - Strong BTTS signal consistent with close expected-goal values for each side.
  • Both: 81% - High likelihood of two or more goals in the match.

Key Strengths

Model

Clear probabilistic outputs

The model provides explicit probabilities for outcomes and markets (41% home, 30% draw, 29% away; Over 1.5 at 81%; BTTS 69%), allowing quantified interpretation rather than binary statements.

Data

Expected-goals parity

Expected goals are close (Everton 1.4, Palace 1.2), which supports the model's classification as a narrow home lean rather than a decisive mismatch.

Key Risks

Extremely small sample

Only one match was used for each team in the feature generation (matchesUsedHome=1, matchesUsedAway=1), so statistical estimates have high variance and the confidence score is low (32).

Model calibration and known weaknesses

Prediction notes draw estimations are a V1 weakness and confidence calibration remains weak; historical accuracy is not a guarantee of future performance.

Narrow margin between outcomes

The top probabilities are tightly grouped (41/30/29), meaning small data perturbations could change the preferred outcome.

Final Verdict

Lean to Everton home win with low confidence

Model favours Everton narrowly (41%) while assigning meaningful probability to draw (30%) and Palace win (29%). Strong signals are for Over 1.5 goals (81%) and BTTS (69%), and expected goals are close (1.4 v 1.2). The small sample size and known calibration weaknesses make this a low-confidence forecast rather than a decisive prediction.

Confidence language: Low confidence (score 32). This remains an analytical view, not a guaranteed selection.

Model Transparency

Analysis Engine V1 calculates the probabilities. The AI writer explains the verified inputs and does not alter numbers, add odds, or claim certainty.

Data Used

Source datasets: live-local. Generated 2026-07-14T11:02:11.654Z.

Limitations

  • - Confidence calibration remains weak (confidenceScore 32).
  • - Draw prediction is a known V1 weakness.
  • - Extremely small sample: one match used for each side reduces reliability.
  • - Historical accuracy does not prove future performance.
  • - No profitability or market calibration provided.

Probability board

Exact model percentages, never bookmaker odds.

Home41%

Model-estimated probability, not odds.

Draw30%

Model-estimated probability, not odds.

Away29%

Model-estimated probability, not odds.

Over 1.581%

Model-estimated probability, not odds.

Over 2.545%

Model-estimated probability, not odds.

BTTS69%

Model-estimated probability, not odds.

A probability is an estimated chance from the local model context. It is not an outcome promise and is not bookmaker odds.

Market intelligence

Goals, corners and discipline signals

A separate explanation layer for match markets. These signals do not change Analysis Engine V1 and are not bookmaker odds.

Goals outlook

Active

V1 expects 2.6 total goals. Local team samples average 2.49 total goals in matches involving these sides.

Over 1.581%
Over 2.545%
BTTS69%

1X2 balance

Active

The winner market remains separated from goals markets, so a high goal signal does not automatically mean a strong home or away call.

Home41%
Draw30%
Away29%

Corners outlook

Source verified

Sportmonks returned corner statistics in the access audit. Per-team corner trends are not available for this fixture yet.

Cards and possession

Source verified

Sportmonks returned yellow cards, red cards and ball-possession statistics in the access audit. Match-specific trend import is pending.

Risk review

Risk and uncertainty signals

Short caution signals that explain why the analysis remains measured. These do not change the V1 prediction.

Draw tendency sample

29%

Combined draw share across both team samples.

Model draw probability30%

V1 draw estimate shown for transparency.

Confidence caution

Cautious

Low-confidence analysis should avoid strong wording.

Confidence32%

Manual publication remains required.

Historical sample context

76 matches

Current-season form will appear separately after Sportmonks current-season imports are expanded.

Historical team baseline

Longer-term profile from completed local datasets: 2025/2026. Current-season signals appear separately when Sportmonks match data is available.

EvertonMetricCrystal Palace
1.29
Overall PPG
1.18
1.24
Goals for
1.08
1.32
Goals against
1.34
38
Sample
38

Everton form

LDDLL

PPG 1.29 - GF 47 - GA 50

Crystal Palace form

LDLDL

PPG 1.18 - GF 41 - GA 51

Everton win rate34%
Crystal Palace win rate29%
Draw share sample29%

Home team signal

Everton

LDDLL

Points profile

1.29 PPG

13W 10D 15L sample

Goals for

1.24

47 scored across local sample

Goals against

1.32

50 conceded across local sample

Win share34%
Draw share26%
Loss share39%

Away team signal

Crystal Palace

LDLDL

Points profile

1.18 PPG

11W 12D 15L sample

Goals for

1.08

41 scored across local sample

Goals against

1.34

51 conceded across local sample

Win share29%
Draw share32%
Loss share39%

Match timeline

Key match events

Goals, cards, VAR and substitutions appear only when verified Sportmonks event data exists locally.

Related intelligence

  • 1Viborg FF vs Odense BK2026-07-24 17:00:00Superliga
  • 2AGF vs Brøndby IF2026-07-25 16:00:00Superliga
  • 3Sønderjyske Fodbold vs FC Midtjylland2026-07-26 12:00:00Superliga
  • 4FC København vs Lyngby Boldklub2026-07-26 14:00:00Superliga