Group E · Matchday 1

Ivory CoastvsEcuador

2026-06-14·19:00 localPredictions finalised

Snapshot · 2026-07-14Model 1.0.0Final prediction · locked 14 Jun, 20:06 UTCIvory Coast·Ecuador·Head-to-head →·
Full time · forecast gradedIvory Coast 1 0 EcuadorThe locked pre-match forecast has been graded against this result.See the calibration recap →

The forecast

Match-outcome probability

  • Ivory Coast win
    17.9%
  • Draw
    29.8%
  • Ecuador win
    52.2%

A 257-point Elo gap frames this as a significant mismatch, yet the model still gives Ivory Coast a 21% probability of a result — enough to make this more than a formality.

Rank checkFIFA ranks Ivory Coast #42 in the world; the model ranks them #23 in this tournament field, 19 places higher than the FIFA list suggests. All 48 compared →
Likeliest score0–020.8%
First goal0-15'23.5%
Both teams score30.4%
Over 2.5 goals21.9%
Top scorerKessié8.3%
Expected goals0.7 - 0.9
Loading pitch visualisation...

Why the model says this

Favoring Ivory Coast

  • ·Ivory Coast's recent form shows 4 wins in their last 6 matches, indicating a strong run of results.
  • ·Their playing style features a high press, with a PPDA in the 96.2 percentile, suggesting an ability to disrupt opposition build-up.
  • ·The HP model, one of the ensemble components, gives Ivory Coast a 24.1% chance of winning, slightly higher than the overall ensemble's 21.5%.

Favoring Ecuador

  • ·Ecuador holds a significant Elo advantage of 257 points over Ivory Coast, indicating a higher underlying team strength.
  • ·Ecuador is ranked 23rd globally by FIFA, significantly higher than Ivory Coast at 42nd.
  • ·Ecuador's expected goals (xG) of 1.03 is notably higher than Ivory Coast's 0.69, suggesting more potent attacking opportunities.
  • ·The Elo model strongly favours Ecuador with a 70.5% win probability, and the stacking model also gives them a 53.3% chance.

What the model can't fully price

  • ·The model does not account for the impact of the two players across both squads currently carrying fitness doubts, as its lineup channel contributes zero to the probabilities.
  • ·As a Group E Matchday 1 fixture, the specific tactical approaches and psychological pressures of a tournament opener are not explicitly factored into the statistical models.
  • ·The input does not specify a venue or venue city, meaning factors like home advantage, travel fatigue, or acclimatization are not considered by the model.

Form check

Ivory Coast

Improving

Ivory Coast enters the match in strong recent form, securing four wins and one draw in their last six fixtures. Their only defeat in this period was a narrow 2-3 loss in the African Cup of Nations, demonstrating a generally positive trajectory.

4 wins in last 6 matches

Ecuador

Steady

Ecuador's recent form is characterised by draws, with five stalemates in their last six matches, alongside one victory. While they have remained largely undefeated, their attacking output has been modest, often resulting in shared points.

5 draws in last 6 matches

Analysis

How it plays out

Ivory Coast's possession game against Ecuador's transition approach. Ecuador will concede the ball willingly and look to strike when Ivory Coast commit numbers forward. Ivory Coast will expect to hold 58% possession. Ecuador need their shape to stay compact without the ball and be clinical when they win it back.

What decides it

Ivory Coast's possession game (58% avg) requires patience in the final third and quick ball recovery when they lose it. Ecuador will concede possession willingly and attack in transition. Their defensive block needs to hold without fouling in dangerous areas. Franck Kessié's 8.4% scoring probability is the highest in this fixture. Containing that output is Ecuador's primary defensive task.

Off the pitch

No major off-pitch asymmetries. This one is decided by the football.

The angle

Likely the last World Cup for Enner Valencia. Tournament experience at this level is hard to quantify but hard to replace.

Goals & scorelines

Likeliest score 0–0 (20.8%) · xG 0.7 - 0.9

Expected goals

Ivory Coast
0.66
Ecuador
0.95

Mean of the Dixon-Coles joint goal distribution. Same fit that produces the most-likely-scoreline list below.

Most likely scorelines

  • 0–0
    20.8%
  • 0–1
    18.2%
  • 1–1
    13.3%
  • 1–0
    12.5%
  • 0–2
    8.9%

From the Dixon-Coles joint Poisson with the low-score correction. Scorelines are listed in probability order; this is a description of the model's distribution, not a recommendation.

Most likely half-time scorelines

  • 0–0
    45.2%
  • 0–1
    20.7%
  • 1–0
    14.4%
  • 1–1
    7.4%
  • 0–2
    5.0%

Same Dixon-Coles fit as the full-time list above, with rates halved to a 45-minute window and the low-score correction applied to that 1st-half block. The 0-0 row sits higher here than at full-time because fewer minutes have elapsed.

Goal totals

  • More than 0.5 goals
    79.2%
  • More than 1.5 goals
    48.5%
  • More than 2.5 goals
    21.9%
  • More than 3.5 goals
    8.0%
  • More than 4.5 goals
    2.4%
  • More than 5.5 goals
    0.6%
  • Both teams score
    30.4%

Each row is the probability the match finishes with more than the listed number of goals. Both-teams-to-score is the probability each side scores at least once. All values are marginals of the Dixon-Coles joint goal grid that produces the scoreline list above — not market lines or any other operator construct.

Event-typed probabilities

  • Ivory Coast clean sheetOpposing team scores zero38.8%
  • Ecuador clean sheetOpposing team scores zero51.5%

Derived from the same Dixon-Coles joint distribution as the scoreline list. These are descriptive event probabilities — see CLAUDE.md §3/§4 (formerly COMPLIANCE.md §4.2.7) for the framing the project uses.

Win-margin probability

  • Ivory Coast by 4+
    0.2%
  • Ivory Coast by 3+
    1.3%
  • Ivory Coast by 2+
    6.7%
  • Ivory Coast by 1+
    23.8%
  • Draw
    36.2%
  • Ecuador by 1+
    39.9%
  • Ecuador by 2+
    15.2%
  • Ecuador by 3+
    4.2%
  • Ecuador by 4+
    0.9%

Each row is the probability the match ends with the listed margin or larger in that direction. Marginal of the Dixon-Coles joint goal grid; the “by 1+” rows plus the draw row sum to 1.

How the match unfolds

Over 2.5 goals 21.9% · BTTS 30.4%

Game state through the match

0%25%50%75%100%0'15'30'45'60'75'90'
  • Ivory Coast ahead24.6%
  • Level34.7%
  • Ecuador ahead40.7%

Probability of each game state at minutes 0, 15, 30, 45, 60, 75, 90 — derived from two independent thinned-Poisson processes with the Dixon-Coles per-team rates. The three lines always sum to 1 at each minute. The right column shows the state at the match's closing minute.

When the first goal arrives

  • 0–15
    23.5%
  • 15–30
    18.0%
  • 30–45
    13.8%
  • 45–60
    10.5%
  • 60–75
    8.1%
  • 75–90
    6.2%
  • No goal
    20.0%

Probability the match's first goal arrives in each 15-minute window. Homogeneous Poisson with combined rate λ = λh + λa from the Dixon-Coles fit; the seven rows (six windows + no-goal tail) sum to 1.

Half-time / full-time grid

Joint probability of half-time and full-time results
HT ↓ / FT →HIvory Coast winDDrawAEcuador win
HIvory Coast ahead13.8%3.7%1.0%
DLevel10.0%27.5%15.4%
AEcuador ahead0.7%3.7%24.2%

Each cell is P(half-time result, full-time result). All nine cells sum to 1. Derived from a halved-λ Dixon-Coles fit for the first half plus an independent-Poisson second-half convolution.

Comeback probability

  • Ivory Coast trail at HT, avoid defeat at FT
    4.4%
  • Ecuador trail at HT, avoid defeat at FT
    4.7%

Joint probability — P(side trailing at half-time AND avoiding defeat at full-time). NOT conditional on trailing at HT. Derived from the same half-time / full-time decomposition that produces the HT/FT grid above; a tied first half is neither a home nor an away comeback opportunity.

Cards

  • Expected yellow cardsMean of the Poisson on total yellow cards.3.45
  • Total yellows over 2.567.0%
  • Total yellows over 3.545.3%
  • Total yellows over 4.526.5%
  • Any red cardP(at least one red card in the match).9.5%

Referee not yet assigned. Using the 2026 pool-mean per-match rate as a placeholder; the model picks up the referee's personal rate once the assignment is published. Total yellow cards modelled as a Poisson with mean equal to two team baselines plus the referee's deviation from the pool mean. Reds are modelled the same way, independently. See /docs/methodology/.

Teams & players

Top scorer: Kessié (8.3%)

Match detail

Ivory Coast

Model-rated key players: Franck Kessié (MF) — P(scores) 8.3%; Simon Adingra (FW) — P(scores) 2.5%; Jérémie Boga (FW) — P(scores) 2.3%.

How they play

Ivory Coast under Emerse Faé play a possession dominant game, holding 58% of the ball — among the highest in the tournament field. They press intensely (PPDA 13.7, 2nd in the field).

What they must execute

To succeed, Ivory Coast must control tempo and territory in midfield — their possession-dominant approach depends on dictating the rhythm of each match.

Storylines
Form trend: Gained 87 international Elo points over the last 12 months — current rating 1795.
Teen starter: Yan Diomande19 at kickoff — 9 caps — projected on the bench, the squad's youngest pick.
Touchline: Emerse FaéFirst World Cup as head coach, appointed 2024.

Ecuador

Model-rated key players: Kevin Rodríguez (FW) — P(scores) 3.5%; Enner Valencia (FW) — P(scores) 2.9%; Nilson Angulo (FW) — P(scores) 1.7%.

How they play

Ecuador under Sebastián Beccacece play a transition heavy game with 47% possession. Their likely shape is a 4-3-3, though they have also used 4-4-2 and other. They press intensely (PPDA 16.5, top quartile (6th of 40)) and move the ball forward quickly at 5.2 passes per attack. They favour high-quality chances (xG/shot 0.140, among the best in the field).

What they must execute

Ecuador rely on defensive discipline and quick transitions — absorbing pressure and converting turnovers into attacking chances. Concentration and defensive organisation for full 90-minute stretches will determine whether the approach holds against top opposition. Managing minutes for Enner Valencia across what could be seven matches will test the coaching staff's rotation planning.

Storylines
Teen starter: wp-deinner-ordonez-2009-10-2916 at kickoff — 0 caps — projected on the bench, the squad's youngest pick.
Last dance: Enner Valencia36 at kickoff with 105 caps — probably his final World Cup.
Thin at GK: Top pool goalkeeper Hernán Galíndez rates only 0.44 on club save metrics (the field's top sides sit at 0.85+) — a thin position group going into the tournament.
Workload going in

Ivory Coast's predicted XI averages 1,658 club minutes over the 2024-25 season (light load).

Ivory Coast coverage: 60.0% (7/11 XI matched against the FBref Big-5) · Ecuador: 23.0% (4/11).

Set-piece outlook

Ivory Coast historically converts 16.5% of xG from set-pieces, contributing 0.11 expected set-piece goals in this fixture. Ecuador converts 10.3% from set-pieces (0.10 expected). Combined, the model expects 0.21 set-piece goals across the 90 minutes.

  • P(Ivory Coast scores set-piece goal) 10.4%
  • P(Ecuador scores set-piece goal) 9.2%
  • P(set-piece goal in match) 18.7%

Ivory Coast: Nicolas Pépé on corners (13 corners), Ibrahim Sangaré on free kicks (per fbref 2022 23)

Penalty outlook

If a penalty is awarded to Ivory Coast, the model gives 73.3% conversion, 72.0% for Ecuador.

Ivory Coast primary PK: Franck Kessié (2/3 in 2021-22, per fbref 2022 23).

Derived from the model's per-fixture forecast joint and supporting reference data (predicted squads, set-piece xG share, PK posteriors, club minutes). See /docs/methodology/ for the full methodology.

Tactical forecast

Ivory Coastpossession-dominant
PPDA
13.7
Possession
58%
Directness (yds/pass)
6.4
Long balls/90
34
Set-piece xG
17%
Ecuadortransition-heavy
PPDA
16.5
Possession
47%
Directness (yds/pass)
7.9
Long balls/90
43
Set-piece xG
10%

Style profile per side from StatsBomb open-data aggregation across recent international tournaments (Euro 2020/2024, Copa America 2024, AFCON 2023, World Cup 2018/2022). The tactical-fingerprint badge maps each team’s observed style vector into one of eight canonical archetypes via a rule-based classifier; teams with fewer than three matches of qualifying coverage carry an “insufficient-data” label rather than being forced into a default. Sides outside the StatsBomb-open corpus use FotMob team match stats from recent qualifiers and friendlies instead (possession and shot volume only), marked as partial coverage. PPDA = passes the side allows per defensive action (lower = more intense press). Formation distributions are not yet produced — that head of the §2.7 classifier is pending its own data pull. See /docs/methodology/.

Squad depth

Most irreplaceable starters

Ivory Coast

  1. Oumar DiakitéStrikerCover: Elye Wahi · 0.000.67gap
  2. Ibrahim SangaréDefensive midfieldNo natural backup0.30gap
  3. Ousmane DiomandeCentre-backCover: Emmanuel Agbadou · 0.730.23gap

Ecuador

  1. Joel OrdóñezCentre-backCover: Jackson Porozo · 0.050.80gap
  2. Félix TorresCentre-backCover: Jackson Porozo · 0.050.57gap
  3. Moisés CaicedoDefensive midfieldNo natural backup0.32gap

Gap = how far a side's rating at the position falls from the starter to his likely in-squad replacement (named under each name). Larger = harder to replace. Descriptive metric, does not feed the published probabilities. Methodology →

Match conditions

  • AltitudeNear sea level10 m
  • Avg temperatureFive-year mean over the tournament window24.8 °C
  • Avg humidity70%
  • Heat stressShade WBGT ~26.5 °CLow heat stress
  • Pitch surfacenatural grass

Natural-grass NFL stadium; FIFA-standard hybrid pitch for the tournament.

Heat stress is a shade Wet-Bulb Globe Temperature proxy from the venue's climatology mean temperature and humidity; FIFA mandates cooling breaks at WBGT 32 °C. Evening kickoff (local time). These are long-window averages, not a match-day forecast, and they are not inputs to the forecast.

Top scorers · P(scores in this match)

Ivory Coast

Per-player scoring rate from Model #5 (`p_score_per_match`). Reflects each player's npxG/90, expected minutes, team xG share, and the average opposing-team defence. See /docs/methodology/.

Recent match form

Last match player ratings

Ivory Coast

vs Norway · avg 7.5

8
Amad DialloRW
ATK
DEF
PAS
7
Yahia FofanaGK
ATK
DEF
PAS

Ecuador

vs Mexico · avg 6.0

8
Hernán GalíndezGK
ATK
DEF
PAS
7
Yeboah ZamoraST
ATK
DEF
PAS
6
Jordy CaicedoST
ATK
DEF
PAS
3
Piero HincapiéCB
ATK
DEF
PAS

Player scores from official highlight analysis of each team's most recent match. Observational, not a model input. Methodology →

Video analysis: player performance

Per-player ratings and event breakdowns from official highlights analysis. Tap a player to see their full match timeline.

Ivory Coast
9
Amad Diallo8'–55'

He scored two crucial goals, including the game-winner, making a significant impact as a substitute.

1goals

Match timeline

8'Amad Diallo (Côte d'Ivoire) scored.
55'Substitution for Ivory Coast: Amad (15) replaces Wahi (12).
7
Yan Diomande17'–82'

He was active with multiple shots saved or blocked, showed good dribbling ability, and hit the crossbar.

3shots1on target

Match timeline

17'Ivory Coast attack, shot by Diomande (11) is stopped by the goalkeeper.
46'Ivory Coast attack, shot by Diomande (11) is deflected for a corner.
59'Ivory Coast attack, cross by Diomande (11) goes across the goal.
82'Ivory Coast attack, shot by Diomande (11) is blocked.
6
Bazoumana Touré6'–52'

He was active in attack, hitting the crossbar twice, but did not manage to score.

3shots

Match timeline

6'Côte d'Ivoire's Bazoumana Touré's shot struck the crossbar.
6'Côte d'Ivoire's Oumar Diakité (9) replaced Bazoumana Touré (24).
16'Ivory Coast attack, shot by Toure (24) goes wide.
52'Ivory Coast attack, shot by Toure (24) hits the crossbar.
6
Oumar Diakité6'–6'

He was substituted into the game early but had no further distinct actions mentioned.

Match timeline

6'Côte d'Ivoire's Oumar Diakité (9) replaced Bazoumana Touré (24).
6
Elye Wahi53'–55'

He hit the crossbar but was substituted early in the second half without further distinction.

1shots

Match timeline

53'Ivory Coast attack, shot by Wahi (12) hits the crossbar.
55'Substitution for Ivory Coast: Amad (15) replaces Wahi (12).
6
Ibrahim Sangaré76'–76'

He was substituted into the game but had no distinct actions mentioned.

Match timeline

76'Substitution for Ivory Coast: Sangare (18) replaces Fofana (6), Oulai (26) replaces Pepe (19).
6
Christ Inao Oulaï76'–76'

He was substituted into the game but had no distinct actions mentioned.

Match timeline

76'Substitution for Ivory Coast: Sangare (18) replaces Fofana (6), Oulai (26) replaces Pepe (19).
6
Odilon Kossounou

He was substituted into the game late but had no distinct actions mentioned.

5
Seko Fofana3'–76'

He received two yellow cards for fouls, indicating poor discipline, despite having some shots on goal.

3shots2on target2fouls2 yellow

Match timeline

3'Seko Fofana (Côte d'Ivoire) received a yellow card for a foul on Moisés Caicedo.
3'Seko Fofana (Côte d'Ivoire) received a yellow card for a foul on Moisés Caicedo.
7'Côte d'Ivoire's Seko Fofana's shot was saved by the goalkeeper.
27'Yellow card for Fofana (6) for a foul on Caicedo (23).
27'Yellow card for Fofana (6) for a foul on Caicedo (23).
56'Ivory Coast attack, shot by Fofana (6) is cleared.
60'Ivory Coast corner, shot by Fofana (6) is saved by the goalkeeper.
60'Ivory Coast corner, shot by Fofana (6) is saved by the goalkeeper.
76'Substitution for Ivory Coast: Sangare (18) replaces Fofana (6), Oulai (26) replaces Pepe (19).
5
Franck Kessié4'–37'

He received two yellow cards for fouls, demonstrating poor discipline during the match.

2fouls2 yellow

Match timeline

4'Franck Kessié (Côte d'Ivoire) received a yellow card for a foul on Pedro Vite.
4'Franck Kessié (Côte d'Ivoire) received a yellow card for a foul on Pedro Vite.
37'Yellow card for Kessie (8) for a foul on Vite (15).
37'Yellow card for Kessie (8) for a foul on Vite (15).
5
Guéla Doué5'–49'

He received a yellow card for a foul and his attempted bicycle kick and crosses were ineffective.

1shots1fouls1 yellow

Match timeline

5'Côte d'Ivoire's Guéla Doué attempted a bicycle kick which went over the bar.
5'Guéla Doué (Côte d'Ivoire) received a yellow card for a foul on Alan Minda.
5'Guéla Doué (Côte d'Ivoire) received a yellow card for a foul on Alan Minda.
44'Ivory Coast attack, cross by Doue (17) is denied by Valencia (13).
49'Ivory Coast attack, cross by Doue (17) goes over the bar.
5
Ange-Yoan Bonny72'–72'

He received a yellow card for a foul, indicating a lapse in discipline.

1fouls1 yellow

Match timeline

72'Yellow card for Bonny (9) for a foul.
72'Yellow card for Bonny (9) for a foul.
Ecuador
8
Hernán Galíndez7'–80'

He made several crucial saves throughout the match, keeping his team in contention despite the loss.

5saves

Match timeline

7'Côte d'Ivoire's Seko Fofana's shot was saved by the goalkeeper.
17'Ivory Coast attack, shot by Diomande (11) is stopped by the goalkeeper.
29'Ecuador attack, cross by Minda (14) is gathered by the goalkeeper.
60'Ivory Coast corner, shot by Fofana (6) is saved by the goalkeeper.
80'Ecuador attack, shot by Preciado (17) is saved by the goalkeeper.
7
Alan Minda3'–61'

He was very active in attack, hitting the crossbar twice and the post once, showing significant threat despite not scoring.

3shots1fouls won

Match timeline

3'Ecuador's Alan Minda's shot struck the crossbar.
4'Ecuador's Alan Minda's shot struck the crossbar for a second time.
5'Guéla Doué (Côte d'Ivoire) received a yellow card for a foul on Alan Minda.
29'Ecuador attack, cross by Minda (14) is gathered by the goalkeeper.
30'Ecuador attack, shot by Minda (14) hits the post.
61'Substitution for Ecuador: Preciado (17) replaces Yeboah (9), Franco (21) replaces Minda (14).
7
Nilson Angulo22'–22'

He was unlucky to hit the post and had multiple shots saved, demonstrating a consistent attacking threat.

1shots

Match timeline

22'Ecuador attack, shot by Angulo (20) hits the post.
6
Pedro Vite4'–54'

He drew two fouls but his only shot went wide, without making a significant impact.

1shots2fouls won

Match timeline

4'Franck Kessié (Côte d'Ivoire) received a yellow card for a foul on Pedro Vite.
37'Yellow card for Kessie (8) for a foul on Vite (15).
54'Ecuador attack, shot by Vite (15) goes wide.
6
Piero Hincapié

He had a shot saved by the goalkeeper but otherwise had no distinct actions mentioned.

6
Ángelo Preciado61'–80'

He came on as a substitute and had a shot saved and a cross cleared, but without major impact.

1shots1on target

Match timeline

61'Substitution for Ecuador: Preciado (17) replaces Yeboah (9), Franco (21) replaces Minda (14).
80'Ecuador attack, shot by Preciado (17) is saved by the goalkeeper.
6
Alan Franco61'–61'

He was substituted into the game but had no distinct actions mentioned.

Match timeline

61'Substitution for Ecuador: Preciado (17) replaces Yeboah (9), Franco (21) replaces Minda (14).
6
Gonzalo Plata67'–67'

He had a shot blocked but otherwise had no distinct actions mentioned.

1shots

Match timeline

67'Ecuador attack, shot by Plata (19) is blocked.
6
Joel Ordóñez

He had a header attempt from a corner that went over the bar.

6
Kevin Rodríguez

He had a header attempt from a corner that went over the bar.

5
John Yeboah2'–61'

He had two shots that went high and wide, failing to test the goalkeeper before being substituted.

2shots

Match timeline

2'Ecuador's Yeboah Zamora's shot went high and wide.
13'Ecuador attack, shot by Yeboah (9) goes high and wide.
61'Substitution for Ecuador: Preciado (17) replaces Yeboah (9), Franco (21) replaces Minda (14).
5
Enner Valencia10'–44'

He missed a good opportunity and was generally ineffective in attack, though he did draw a foul.

1shots1blocks1fouls won

Match timeline

10'Ecuador attack, shot by Valencia (13) goes over the bar.
39'Foul on Valencia (13).
44'Ivory Coast attack, cross by Doue (17) is denied by Valencia (13).

Match observations

  • The match was a tightly contested affair with both teams creating numerous opportunities.
  • Ecuador hit the woodwork twice in the first half, and Ivory Coast hit it twice in the second half, indicating a game of fine margins.
  • Defensive solidity was a key theme, with both goalkeepers and defenders making crucial interventions.

Under the hood

Model-by-model comparison

Ivory Coast vs Ecuador

High disagreement (23.5%)
ModelWeightHomeDrawAway
EloRating-based strength estimate32%
14.5%
22.0%
63.5%
Dixon-ColesGoal-process model with low-score correction63%
23.8%
36.2%
39.9%
Hierarchical PoissonBayesian model with confederation pooling6%
25.0%
34.5%
40.5%
Bayesian stackingLearned-weight combination
16.6%
34.8%
48.6%
Ensemble (published)Uniform average + isotonic calibration
21.1%
33.9%
44.9%
Home spread: 10.5%
Draw spread: 14.2%
Away spread: 23.5%
How each model works
Elo
Each team carries a single strength rating updated after every match by a margin-aware K-factor. Match probabilities come from the logistic function of the rating gap. Elo is fast-adapting but coarse — it sees only who won and by how much, not how the goals were scored.
Dixon-Coles
A Poisson regression on team-level attack and defence parameters, fitted via maximum likelihood with an exponential time-decay weighting. The Dixon-Coles correction adjusts the four low-score cells (0-0, 1-0, 0-1, 1-1) where independent Poisson underestimates dependence. Produces full scoreline distributions, not just H/D/A.
Hierarchical Poisson
A Bayesian Poisson model fitted via MCMC (PyMC) with hierarchical priors that pool attack and defence parameters within confederations. Shrinks small-sample teams toward their confederation mean — helpful for nations with few recent competitive fixtures. Slower to fit but better-calibrated on the tails.
Bayesian stacking
Optimises simplex weights (w_elo, w_dc, w_hp) to maximise the leave-one-out log-score across a walk-forward backtest (Yao et al. 2018). The result is a weighted average of the three component models' probabilities, then isotonic-calibrated. Adds no extra features — just learns which component to trust more from historical accuracy.
Ensemble (published)
Equal-weight average of all three component models, followed by per-class isotonic regression calibration fitted on 24 months of walk-forward out-of-fold predictions. This is the probability published on the site. The uniform mean is deliberately simple — it avoids overfitting to the stacking weights' training window.

Three independent component models feed two combination strategies. The uniform ensemble is the published probability; Bayesian stacking uses learned weights. Amber bars flag >5pp divergence from the published number. Full methodology

Probability decomposition (transparency surface)

  • Baseline ensemble — P(Ivory Coast win)17.9%
  • + Lineup contribution0.0pp
  • + Style-matchup contribution0.0pp
  • Published P(Ivory Coast win)17.9%
Ivory Coast
17.9%
Draw
29.8%
Ecuador
52.2%

Decomposition of the published P(Ivory Coast win) into the calibrated- baseline plus contributions from the §2.3 expected-XI lineup delta and the §2.7 style-matchup interaction. The §2.7 roadmap is explicit that style effects are second-order to team strength — single-digit-percentage P(win) shifts on extreme style matchups, near-zero on balanced ones. We surface the decomposition for transparency even when the contributions are small; the baseline carries the prediction. Methodology: /docs/methodology.

For this fixture both contributions round to under 0.05pp — the fitted style-matchup pair effect is in the small-magnitude regime the model expects to dominate.

Head-to-head history

DateCompetitionVenueScoreResultxG
14 Jun 2026FIFA World CupNPhiladelphia10W

Ivory Coast vs Ecuador, every senior international meeting in the martj42 results dataset (score from Ivory Coast's perspective; H/A/N = home/away/neutral).

Latest news & match context

Team news

No recent headlines for Ivory Coast or Ecuador.

Match conditions
Stage:
Group E · Matchday 1
Date:
14 Jun
Availability

Ivory Coast

Ivory Coast come in at close to full strength.

Ecuador

Ecuador come in at close to full strength.

What it means

Ivory Coast and Ecuador both come in at close to full strength, so the forecast rests on baseline team strength rather than late team-news swings.

Availability from the predicted squads and injury feed; forecast adjustments from the model's own decomposition. See /docs/methodology/.

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