--- title: Who Will Win the 2026 Soccer World Cup? | daily.dev description: A step-by-step walkthrough of building a 2026 FIFA World Cup forecast using three components: Elo ratings for team strength, Poisson distributions for... canonical: https://daily.dev/posts/who-will-win-the-2026-soccer-world-cup--x1n79udqc twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Who Will Win the 2026 Soccer World Cup? | daily.dev og:description: A step-by-step walkthrough of building a 2026 FIFA World Cup forecast using three components: Elo ratings for team strength, Poisson distributions for... og:url: https://daily.dev/posts/who-will-win-the-2026-soccer-world-cup--x1n79udqc og:image: https://api.daily.dev/og/posts/x1n79UdqC.png og:image:alt: Who Will Win the 2026 Soccer World Cup? og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Who Will Win the 2026 Soccer World Cup? **[Towards Data Science](https://daily.dev/sources/tds)** · 9 min read · 0 upvotes · 0 comments ## Summary A step-by-step walkthrough of building a 2026 FIFA World Cup forecast using three components: Elo ratings for team strength, Poisson distributions for scoreline modeling, and 10,000 Monte Carlo simulations of the full tournament bracket. The pipeline is intentionally transparent — no deep learning, no black boxes — and the methodology generalizes to any forecasting problem. Results give Spain a ~16% win probability, with Argentina at ~12% and France at ~8%, consistent with more complex models. The author also highlights key simplifications (neutral venue, static ratings, no Dixon-Coles correction) and frames each as an auditable assumption rather than a hidden parameter. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Football meets machine learning: Forecasting the 2026 FIFA World Cup](https://daily.dev/posts/football-meets-machine-learning-forecasting-the-2026-fifa-world-cup-oqcy3znjp) · R-bloggers · 0 upvotes · 0 comments - [I Built 11 Models to Predict the 2026 World Cup. They Crown Four Different Champions.](https://daily.dev/posts/i-built-11-models-to-predict-the-2026-world-cup-they-crown-four-different-champions--putfq3i4g) · Towards Data Science · 0 upvotes · 0 comments - [Machine learning meets reality: Forecast evaluation for the 2026 FIFA World Cup](https://daily.dev/posts/machine-learning-meets-reality-forecast-evaluation-for-the-2026-fifa-world-cup-oyrlq2252) · R-bloggers · 0 upvotes · 0 comments --- Tags: [#python](https://daily.dev/tags/python), [#data-science](https://daily.dev/tags/data-science) [View this post on daily.dev](https://daily.dev/posts/who-will-win-the-2026-soccer-world-cup--x1n79udqc) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Who Will Win the 2026 Soccer World Cup?","url":"https://daily.dev/posts/who-will-win-the-2026-soccer-world-cup--x1n79udqc","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/who-will-win-the-2026-soccer-world-cup--x1n79udqc"},"datePublished":"2026-06-06T15:59:36.044Z","dateModified":"2026-06-06T15:59:58.982Z","description":"A step-by-step walkthrough of building a 2026 FIFA World Cup forecast using three components: Elo ratings for team strength, Poisson distributions for...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/d38c8542a3f8c09eb93172b3b94f2451?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/d38c8542a3f8c09eb93172b3b94f2451?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Towards Data Science","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Towards Data Science","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tds","url":"https://daily.dev/sources/tds"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/who-will-win-the-2026-soccer-world-cup--x1n79udqc","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"python,data-science","timeRequired":"PT9M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards Data Science","item":"https://daily.dev/sources/tds"},{"@type":"ListItem","position":3,"name":"Who Will Win the 2026 Soccer World Cup?"}]} ```