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

🏴󠁧󠁢󠁳󠁣󠁴󠁿 Scotland vs Brazil 🇧🇷  WINNER HIT

FIFA World Cup 2026, Group C, Matchday 3 · Neutral site (Hard Rock Stadium, Miami)
Kickoff Jun 24, 2026 · 22:00 UTC
Final · Scotland 0–3 Brazil
Goals: 7' Vinícius Júnior (Brazil); 45' Vinícius Júnior (Brazil); 60' Matheus Cunha (Brazil)
Actual stats: xG 1.04 – 4.33 · 13 corners · 3 cards (0 red)

Prediction vs result  4/8 markets hit

MarketModel calledActualOutcome
1X2BrazilBrazil (0-3)HIT
Score1-20-3MISS
O/U 2.5Over 2.5 (59.8%)3 goalsHIT
BTTSYes (58.0%)NoMISS
CornersUnder 8.5 (55.5%)13 cornersMISS
CardsUnder 3.5 (61.3%)3 cardsHIT
Red cardNo (87.8%)NoHIT
AHScotland +1.00LossMISS

Model vs market

MarketModelBook oddsBook p*EV
Scotland win17.8%9.5010.0%+69.5%
Draw21.5%5.5017.2%+18.5%
Brazil win60.6%1.3072.8%-21.2%
Over 2.5 goals59.8%1.8052.6%+7.7%
Under 2.5 goals40.2%2.0047.4%-19.7%
Both teams score: yes58.0%2.2541.1%+30.5%
Both teams score: no42.0%1.5758.9%-34.0%
Over 8.5 corners (exp 8.27)44.5%1.8051.5%-19.9%
Under 8.5 corners55.5%1.9148.5%+6.0%
Over 3.5 cards (exp 3.15)38.7%
Under 3.5 cards61.3%
Any red card12.2%
Model-only estimates (no straight market equivalent): expected goals Scotland 1.07 – 2.07 Brazil · fair Asian handicap Scotland +1.00
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 — Scotland vs Brazil  (FIFA World Cup 2026, Group C, Matchday 3)
Venue: Neutral site (Hard Rock Stadium, Miami)

1. DATA. Last-10 internationals (Sofascore interception scraper).
   Scotland: record WWLWLLWWWL, 2.00 GF / 1.10 GA,
   xG 1.49 / xGA 1.57.
   Brazil: record WLWDLWWWDW, 2.60 GF / 1.10 GA,
   xG 1.85 / xGA 0.75.
   Opponent-strength tiers (configs.MASTER_TIERS) applied per match.

2. RATINGS. Scotland atk 1.10 def 1.11; Brazil atk 1.49 def 0.73.
   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 Scotland 1.07, Brazil 2.07
   after 90% model weight + shrink to 1.3 baseline.
   Injuries: {'Scotland': ['No major absences reported'], 'Brazil': ['No major absences reported']}.
   Context: Group C MD3. Brazil heavy favourites vs Scotland. Expect the model to under-rate Brazil (cold-on-elites). MD3 rotation risk for Brazil if already through. Neutral venue.

3. MODEL. Bivariate Poisson (lambda3 0.12). 1X2 Scotland 17.8% /
   draw 21.5% / Brazil 60.6%. Winner Brazil; score 1-2; fair AH Scotland +1.00.
   Over 2.5 59.8%; BTTS 58.0%.

4. EVENTS. Referee TBD: 4.2 Y + 0.13 R/match
   blended (weight 0.24) with WC base 2.7763 -> expected
   cards 3.15, P(over 3.5) 38.7%; P(any red)
   12.2%. Corners expected 8.3 (scale
   0.9451) -> P(over 8.5) 44.5%.

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