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title: We Thought We Had Predicted the World Cup. | daily.dev
description: Foresportia&#x27;s AI model correctly ranked Spain and Argentina as the top two World Cup favorites before the tournament, and they did reach the final. However, a...
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og:description: Foresportia&#x27;s AI model correctly ranked Spain and Argentina as the top two World Cup favorites before the tournament, and they did reach the final. However, a...
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# We Thought We Had Predicted the World Cup.

**[Medium](https://daily.dev/sources/medium_js)** · 9 min read · 0 upvotes · 0 comments

## Summary

Foresportia's AI model correctly ranked Spain and Argentina as the top two World Cup favorites before the tournament, and they did reach the final. However, a full audit of all 500 predictions across 104 matches revealed important nuances: the model achieved 64.4% accuracy on strict 1X2 match outcomes and 70.4% overall, with much stronger performance on Double Chance (88.5%) and Draw No Bet (79.8%) markets. The main weakness was overconfidence in favorites converting superiority into wins — 20 of 37 incorrect predictions ended in draws. Aggregate goal estimates were accurate at tournament scale but poorly allocated to individual matches. The post-mortem identifies three specific areas for improvement and argues that publishing predictions before the tournament and auditing all failures — not just successes — is what makes model evaluation meaningful.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://medium.com/@foresportia/we-thought-we-had-predicted-the-world-cup-02eca7499403>

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---

Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#data-science](https://daily.dev/tags/data-science), [#predictive-analytics](https://daily.dev/tags/predictive-analytics)

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