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Methodology

Source freshness

Transparent models. Trusted insights.

100,000 torneos simulados · seed 42 (reproducible)
Modelo: Elo efectivo + Poisson + Dixon-Coles + bracket FIFA/Annex C
Escala de bonos: BONUS_SCALE = 1.15

Source audit

Model assumptions, data boundaries, source freshness, and validation rules.

Model

Model
Effective Elo + Poisson + Dixon-Coles + FIFA/Annex C bracket
Seed
42
Simulations
100,000
CI note
95% CI derived from the simulation's binomial variance.

Source audit

open-agents/tools/montecarlo/data/results.json

open-agents/tools/montecarlo/data/teams.json

open-agents/tools/montecarlo/data/teams_audit.json

data/estadisticas/simulacion-monte-carlo.md

data/paises/grupo-*/calendario.md

data/estadisticas/sedes-estadios.md

TeamsGroupConfidenceSource freshness
MexicoAMedium2026-06
Czech RepublicALow2026-06
South KoreaALow2026-06
South AfricaALow2026-06
SwitzerlandBHigh2026-06
CanadaBMedium2026-06
Bosnia and HerzegovinaBLow2026-06
QatarBMedium2026-06

Source audit

Model assumptions, data boundaries, source freshness, and validation rules.

01

Ingest

02

Validate

03

Model

04

Publish

Educational simulation only. Not official tournament advice, betting odds, legal advice, financial advice, or an affiliation with FIFA.