WC2026 Model Tracker
Bivariate-Poisson predictions vs actual results · a live, honest experiment

Germany vs Côte d'Ivoire 🇨🇮  WINNER HIT

FIFA World Cup 2026, Group E, Matchday 3 · Neutral site (USA)
Kickoff Jun 20, 2026 · 20:00 UTC
Final · Germany 2–1 Côte d'Ivoire
Goals: 30' Franck Kessié (Côte d'Ivoire); 68' Deniz Undav (Germany); 90' Deniz Undav (Germany)
Actual stats: xG 1.89 – 1.22 · 11 corners · 0 cards (0 red)

Prediction vs result  7/8 markets hit

MarketModel calledActualOutcome
1X2GermanyGermany (2-1)HIT
Score1-12-1MISS
O/U 2.5Over 2.5 (54.2%)3 goalsHIT
BTTSYes (57.7%)YesHIT
CornersOver 8.5 (67.3%)11 cornersHIT
CardsUnder 3.5 (55.2%)0 cardsHIT
Red cardNo (87.8%)NoHIT
AHGermany -0.50Full WinHIT

Model vs market

MarketModelBook oddsBook p*EV
Germany win48.0%1.5063.4%-28.0%
Draw25.3%4.7520.0%+20.3%
Côte d'Ivoire win26.7%5.7516.5%+53.3%
Over 2.5 goals54.2%1.5760.2%-14.9%
Under 2.5 goals45.8%2.3839.8%+8.8%
Both teams score: yes57.7%1.7054.7%-1.9%
Both teams score: no42.3%2.0545.3%-13.3%
Over 8.5 corners (exp 10.05)67.3%
Under 8.5 corners32.7%
Over 3.5 cards (exp 3.43)44.8%
Under 3.5 cards55.2%
Any red card12.2%
Model-only estimates (no straight market equivalent): expected goals Germany 1.67 – 1.21 Côte d'Ivoire · fair Asian handicap Germany -0.50
In the table above, Model = our probability and Book odds / Book p* = the bookmaker's (p* has the margin removed). EV = value per unit staked at the model's probability (positive = model sees value). “—” = market not in the captured feed.
Model reasoning (chain of thought)
PREDICTION RATIONALE — Germany vs Côte d'Ivoire  (FIFA World Cup 2026, Group E, Matchday 3)
Venue: Neutral site (USA)

1. DATA. Last-10 internationals (Sofascore interception scraper).
   Germany: record WWWWWWWWWW, 3.50 GF / 0.70 GA,
   xG 2.56 / xGA 0.67.
   Côte d'Ivoire: record WWDWWLWWWW, 2.00 GF / 0.70 GA,
   xG 1.92 / xGA 1.15.
   Opponent-strength tiers (configs.MASTER_TIERS) applied per match.

2. RATINGS. Germany atk 1.66 def 0.73; Côte d'Ivoire atk 1.29 def 0.84.
   NEUTRAL VENUE: home boost / away penalty set to 1.0/1.0 (both teams
   travel to a host-nation site; no host advantage applies — a key difference
   from the Korea/Canada/USA host-nation games). lambda Germany 1.67, Côte d'Ivoire 1.21
   after 85% model weight + shrink to 1.3 baseline.
   Injuries: {'Germany': ['No major absences reported'], 'Ivory Coast': ['No major absences reported']}.
   Context: Group E MD3. Germany favoured; Ivory Coast a real CAF side. Neutral venue. MD3 rotation risk if group is decided.

3. MODEL. Bivariate Poisson (lambda3 0.12). 1X2 Germany 48.0% /
   draw 25.3% / Côte d'Ivoire 26.7%. Winner Germany; score 1-1; fair AH Germany -0.50.
   Over 2.5 54.2%; BTTS 57.7%.

4. EVENTS. Referee TBD: 4.2 Y + 0.13 R/match
   blended (weight 0.33) with WC base 2.9923 -> expected
   cards 3.43, P(over 3.5) 44.8%; P(any red)
   12.2%. Corners expected 10.1 (scale
   0.9997) -> P(over 8.5) 67.3%.

5. LIMITATIONS. 10-match samples; hand-set tiers/priors; Poisson corners; lineups
   probable not confirmed; card base rate calibrated on only 4 WC matches.