Round of 32 · Match 13
SwitzerlandvsAlgeria
2026-07-03·20:00 local·BC Place · VancouverPredictions finalised
Match signals
Factors that favour each side, from statistical models to group stage form and match conditions. Longer bars = stronger advantage.
Switzerland are the clear favourites (52% to Algeria's 24%), and 15 of the wider signals confirm it. A clear probability gap, though draws (24%) keep this from being one-sided.
📊What the Models Say
Rates teams by a single strength number updated after every match. Simpler but fast to react. It rates Switzerland at 60% to win vs Algeria at 18%.
Simulates the goal-scoring process using attack and defence strength. The heaviest-weighted model. It rates Switzerland at 46% to win vs Algeria at 27%.
Groups teams by confederation to share information. Helps for teams with fewer matches. It rates Switzerland at 46% to win vs Algeria at 27%.
The published probability after calibration and adjustments. This is what the model says. It rates Switzerland at 52% to win vs Algeria at 24%.
All 3 models agree: Switzerland is favoured. When models agree, the signal is stronger.
⚽Tournament Form
Switzerland collected 11 points (3W 2D 1L) vs Algeria's 4 (1W 1D 2L). A stronger tournament record.
Switzerland averaged 1.67 goals per match vs Algeria's 1.25. More firepower coming in.
Switzerland conceded just 1.0 goals/match vs Algeria's 2.25. Tighter at the back.
Switzerland's goal difference of +4 is better than Algeria's -4. They outperformed opponents by more.
📈Momentum
Switzerland's rating rose +14.4 during the tournament while Algeria's moved +3.8. The tournament has been kinder to Switzerland.
Switzerland's players improved their form ratings during the tournament (+0.0101) vs Algeria (+0.0017). Players trending upward.
🏆Team Quality
Switzerland is rated 1889 vs Algeria's 1743 (gap: 146). That's a significant gap in historical team strength.
The model expects Switzerland to create 1.46 expected goals vs Algeria's 1.07. More and better chances projected.
Similar star-player quality in both squads.
Switzerland's starters play together at club level more often (0.012 cohesion) than Algeria's (0.002). More shared understanding on the pitch.
🌍Match Conditions
Switzerland traveled 8,347km vs Algeria's 9,830km. A shorter journey means less fatigue.
Algeria face a 8h timezone shift vs Switzerland's 9h. Less jet lag disruption.
17 signals across 5 categories. Signal strength reflects how large the gap is between the two teams on each factor. Signals are descriptive, not prescriptive.
予測
Match-outcome probability
- Switzerland win39.0%
- Draw27.9%
- Algeria win33.1%
A clash of identities: Switzerland's pragmatic approach meets Algeria's possession-dominant style in a fixture the model gives to Switzerland at 52%.
▸ゴールとスコアライン
Likeliest score 1–1 (13.2%) · xG 1.5 - 1.1
Expected goals
Mean of the Dixon-Coles joint goal distribution. Same fit that produces the most-likely-scoreline list below.
Most likely scorelines
- 1–113.2%
- 1–010.9%
- 2–19.1%
- 0–08.7%
- 2–08.5%
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
- 0–028.9%
- 1–019.9%
- 0–114.4%
- 1–111.7%
- 2–07.5%
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 goals91.3%
- More than 1.5 goals72.6%
- More than 2.5 goals46.4%
- More than 3.5 goals24.9%
- More than 4.5 goals11.3%
- More than 5.5 goals4.4%
- Both teams score51.2%
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
- Switzerland clean sheetOpposing team scores zero34.3%
- Algeria clean sheetOpposing team scores zero23.3%
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
- Switzerland by 4+2.8%
- Switzerland by 3+8.8%
- Switzerland by 2+22.6%
- Switzerland by 1+45.3%
- Draw27.7%
- Algeria by 1+27.0%
- Algeria by 2+10.6%
- Algeria by 3+3.1%
- Algeria by 4+0.7%
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.
▸試合の展開
Over 2.5 goals 46.4% · BTTS 51.2%
Game state through the match
- Switzerland ahead46.0%
- Level26.2%
- Algeria ahead27.8%
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
- 0–1534.4%
- 15–3022.6%
- 30–4514.8%
- 45–609.7%
- 60–756.4%
- 75–904.2%
- No goal8.0%
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
| HT ↓ / FT → | HSwitzerland win | DDraw | AAlgeria win |
|---|---|---|---|
| HSwitzerland ahead | 28.9% | 4.8% | 1.4% |
| DLevel | 15.0% | 16.9% | 9.9% |
| AAlgeria ahead | 2.0% | 4.8% | 16.3% |
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
- Switzerland trail at HT, avoid defeat at FT6.8%
- Algeria trail at HT, avoid defeat at FT6.2%
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.
PK shootout simulator
If the match ends level after extra time, the model estimates the shootout outcome from each team's Bayesian-smoothed conversion / save rate (Model #15). The bracket simulator uses the symmetric (averaged) ordering; the two what-if scenarios below show how the win probabilities shift when conditioning on which team kicks first.
- Switzerland50.0%
- Algeria50.0%
- Switzerland63.0%
- Algeria37.0%
- Switzerland37.0%
- Algeria63.0%
First-kicker advantage
The first kicker's per-kick conversion rate is scaled by ×1.050 (about +5.0%), stacked on the Markov chain's structural asymmetry. Real World Cup shootouts use a coin toss for kicker order, so on average the order is 50/50 — the symmetric path above is the relevant number for a single fixture. The ordering-conditioned probabilities are a descriptive what-if scenario.
Literature: first kickers win ≈ 60% historically (Apesteguia & Palacios-Huerta, American Economic Review 2010; Vandebroek et al. 2016).
Per-team posteriors: Switzerland conv 71.4%, save 20.0%; Algeria conv 71.4%, save 20.0%. Smoothed against the global prior with prior strength 20 — see /docs/methodology/.
▸チームと選手
Top scorer: Gouiri (8.9%)
Match detail
Switzerland
Model-rated key players: Ricardo Rodriguez (DF) — P(scores) 7.0%; Breel Embolo (FW) — P(scores) 3.9%; Zeki Amdouni (FW) — P(scores) 2.2%.
Switzerland under Murat Yakin play a pragmatic game with 50% possession. Their likely shape is a 4-2-3-1, though they have also used 4-3-3. They apply moderate pressing intensity (PPDA 22.8).
Switzerland play a pragmatic, results-oriented game that adapts shape to the opposition. Tactical flexibility is their strength. The risk is inconsistency — without a default identity, a poor result can cascade if the team struggles to find a Plan B. Managing minutes for Remo Freuler across what could be seven matches will test the coaching staff's rotation planning.
Algeria
Model-rated key players: Amine Gouiri (FW) — P(scores) 8.9%; Riyad Mahrez (FW) — P(scores) 4.1%; Mohamed Amoura (FW) — P(scores) 3.2%.
Algeria under Vladimir Petković play a possession dominant game, holding 68% of the ball — among the highest in the tournament field. They press intensely (PPDA 11.1, highest in the field). They generate a high volume of shots (14.1 per 90) and rely heavily on set pieces (20% of their xG).
To succeed, Algeria must control tempo and territory in midfield — their possession-dominant approach depends on dictating the rhythm of each match. Managing minutes for Riyad Mahrez across what could be seven matches will test the coaching staff's rotation planning.
Switzerland's predicted XI averages 1,993 club minutes over the 2024-25 season (moderate load).
Switzerland coverage: 76.0% (11/11 XI matched against the FBref Big-5) · Algeria: 33.0% (6/11).
Switzerland historically converts 10.3% of xG from set-pieces, contributing 0.15 expected set-piece goals in this fixture. Algeria converts 20.0% from set-pieces (0.21 expected). Combined, the model expects 0.36 set-piece goals across the 90 minutes.
- P(Switzerland scores set-piece goal) 13.9%
- P(Algeria scores set-piece goal) 19.4%
- P(set-piece goal in match) 30.6%
Switzerland: Granit Xhaka on free kicks (per fbref 2022 23) · Algeria: Ilan Kebbal on corners (30 corners), Nabil Bentaleb on free kicks (per fbref 2021 22)
If a penalty is awarded to Switzerland, the model gives 71.4% conversion, 71.4% for Algeria. If this match goes to a shootout, the symmetric (coin-toss averaged) win probability is 50.0% Switzerland / 50.0% Algeria.
Switzerland primary PK: Ricardo Rodriguez (1/2 in 2017-18, per fbref 2022 23) · Algeria primary PK: Amine Gouiri (3/5 in 2021-22, per fbref 2021 22).
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.
Squad depth
Most irreplaceable starters
Switzerland
- Dan NdoyeWingerCover: Noah Okafor · 0.000.53gap
- Manuel AkanjiCentre-backCover: Aurèle Amenda · 0.360.53gap
- Nico ElvediCentre-backCover: Aurèle Amenda · 0.360.51gap
Algeria
- Mohamed AmouraStrikerCover: Amin Chiakha · 0.160.64gap
- Amine GouiriStrikerCover: Amin Chiakha · 0.160.59gap
- Rayan Aït-NouriFull-backCover: Mehdi Dorval · 0.530.45gap
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 level3 m
- Avg temperatureFive-year mean over the tournament window17.4 °C
- Avg humidity73%
- Heat stressShade WBGT ~19.5 °CLow heat stress
- Pitch surfacetemporary natural grass over artificial turf
Artificial-turf stadium with a retractable roof; a temporary natural-grass pitch is laid over the turf 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)
- Ricardo RodriguezPKDF7.0%
- Breel EmboloFW3.9%
- Zeki AmdouniFW2.2%
- Amine GouiriPKFW8.9%
- Riyad MahrezFW4.1%
- Mohamed AmouraFW3.2%
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
Switzerland
vs Canada · avg 7.8
Algeria
vs Austria · avg 6.8
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.
8Johan Manzambi9'–13'Opened the scoring for Switzerland and created the opportunity for the second goal.
1goals1shots1on target▼
Opened the scoring for Switzerland and created the opportunity for the second goal.
Match timeline
8Breel Embolo13'–140'Scored Switzerland's second goal and was a constant threat, despite being denied multiple times later.
1goals3shots3on target▼
Scored Switzerland's second goal and was a constant threat, despite being denied multiple times later.
Match timeline
8Ricardo Rodriguez27'–27'Doubled Switzerland's lead with a precise strike, contributing significantly from a defensive position.
1goals▼
Doubled Switzerland's lead with a precise strike, contributing significantly from a defensive position.
Match timeline
8Swiss Goalkeeper31'–54'Made several crucial saves to maintain Switzerland's lead and secure a clean sheet in the highlights.
5saves▼
Made several crucial saves to maintain Switzerland's lead and secure a clean sheet in the highlights.
Match timeline
6Denis ZakariaInvolved in a defensive action, contributing to midfield stability.
▼
Involved in a defensive action, contributing to midfield stability.
Match timeline
8Algerian Goalkeeper23'–140'Made numerous crucial saves, particularly against Embolo, preventing a much wider margin of defeat for Algeria.
6saves▼
Made numerous crucial saves, particularly against Embolo, preventing a much wider margin of defeat for Algeria.
Match timeline
7Farès Chaïbi31'–51'Showcased strong dribbling ability and created multiple shooting opportunities, though he was unable to convert.
2shots2on target▼
Showcased strong dribbling ability and created multiple shooting opportunities, though he was unable to convert.
Match timeline
6Houssem Aouar45'–45'Displayed good passing vision and had a shot on target that tested the Swiss goalkeeper.
1shots1on target▼
Displayed good passing vision and had a shot on target that tested the Swiss goalkeeper.
Match timeline
6Rafik BelghaliDelivered a dangerous cross that created a scoring chance for Algeria.
▼
Delivered a dangerous cross that created a scoring chance for Algeria.
Match timeline
5RosariHad a shot blocked by the Swiss defence, but no further significant contributions were highlighted.
Had a shot blocked by the Swiss defence, but no further significant contributions were highlighted.
5Riyad MahrezHad an attempt on goal that was blocked by a defender, but did not make a significant impact otherwise.
1shots▼
Had an attempt on goal that was blocked by a defender, but did not make a significant impact otherwise.
Match timeline
Match observations
- Switzerland secured a comfortable 2-0 victory over Algeria in a match that saw both teams create scoring opportunities.
- The Swiss side demonstrated greater clinical finishing, converting two of their chances while Algeria struggled to find the back of the net.
- The Algerian goalkeeper delivered a strong performance, making multiple important saves to prevent a wider margin of defeat.
▸モデルの内部
Model-by-model comparison
Switzerland vs Algeria
| Model | Weight | Home | Draw | Away |
|---|---|---|---|---|
| EloRating-based strength estimate | 32% | 60.2% | 22.0% | 17.8% |
| Dixon-ColesGoal-process model with low-score correction | 63% | 45.6% | 27.3% | 27.1% |
| Hierarchical PoissonBayesian model with confederation pooling | 6% | 46.3% | 26.5% | 27.2% |
| Bayesian stackingLearned-weight combination | — | 52.9% | 25.8% | 21.2% |
| Ensemble (published)Uniform average + isotonic calibration | — | 52.4% | 23.9% | 23.7% |
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
Latest news & match context
No recent headlines for Switzerland or Algeria.
- Stage:
- Round of 32 · Match 13
- Date:
- 3 Jul
- Venue:
- BC Place, Vancouver
Ranked by likely importance. None of these feed the forecast: the probabilities rest on team strength, venue conditions and the style matchup.
- 1.Rest differential: Switzerland have had 9 days since their previous match versus 6 for Algeria. Rest and recovery are not model inputs.
- 2.Squad availability: 1 carrying a fitness doubt across the two squads, 1 of them projected starters. The forecast does not adjust for who is missing: its lineup channel currently contributes zero, so this is context the probabilities do not include.
- 3.Elimination stakes: A one-off elimination tie. Motivation, risk appetite and game management under tournament pressure are not model inputs; the forecast rests on team strength and the style matchup.
Switzerland
Switzerland come in at close to full strength.
Algeria
Algeria: 1 carrying a fitness doubt.
- DoubtAnthony Mandrea, the first-choice goalkeeper, is recovering from Shoulder injury and is a fitness watch item; if unavailable the projected XI shifts.
Availability runs in Switzerland's favour here: Algeria are managing a fitness concern over Anthony Mandrea, while Switzerland's projected XI looks intact.
Availability from the predicted squads and injury feed; forecast adjustments from the model's own decomposition. See /docs/methodology/.
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