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The CIES Football Observatory breaks new ground with Impect

With the 2026 FIFA World Cup in full swing, the CIES Football Observatory is proud to present a new tool, available free of charge, for analysing the characteristics of participating teams and players from the perspective of their technical performance.

For each outfield player fielded for at least 60 minutes, the tool provides an overall performance score out of 100, as well as scores across eight areas of play, based on match data exclusively produced by our partners at Impect, through which comparing players. Detailed explanations can be found in this note.

At team level, we present indices on a scale of 100 relating to teams’ propensity to press opponents, control the game or dominate offensively. The scores for each of these three aspects are constructed from nine indicators, making a total of 27, as explained in this document.

Further information on the outstanding work carried out by Impect is accessible here. We are also available to provide further details on the approach developed.

>>> Access the tool

CIES Football Observatory’s survey findings

The CIES Football Observatory’s research team is pleased to present the results of a survey conducted among our newsletter subscribers on the actions considered necessary in terms of the governance of men’s club soccer. In total, we received 1,424 responses.

For each question asked, we present the proportion of respondents who rated the urgency of taking further action in the relevant area as at least four on a scale of five. The percentages range from 84.9% of respondents calling for measures to combat money laundering through football to just 16.4% who consider it urgent to adopt new rules to deal with excessive goal celebrations.

More information is available upon request.

>>> Survey findings

>>> New Prospect Sheet with Impect : Ayyoub Bouaddi

Negative correlation between temperature and physical performance

The CIES Football Observatory is pleased to present a video analysing the relationship between the distance covered by players during a match and the ambient temperature. Data collected in partnership with SkillCorner from 35 leagues around the world indicates a significant decrease in the distance covered as temperatures rise.

On average, a player covers 10.1 km during 90 minutes of play if the temperature does not exceed 15°C ; this distance decreases by about one kilometre when the temperature rises to 30°C or higher.

Leagues located in the hottest regions are particularly affected by this heat stress, including the Pro League in the United Arab Emirates, the K League in South Korea, the Chinese Super League, La Liga in Spain, and the Brazilian Serie A. With the World Cup underway, MLS data also shows the negative impact of high temperatures on the distances covered.

>>> More about SkillCorner

>>> Full video

>>> New Prospect Sheet with ImpectYan Diomandé

Top-valued teams: three main favourites

Based on the estimated transfer values* of the selected players, three national teams look like the main favourites to win the 2026 World Cup. England top the ranking with a total squad value of €1.454 billion. They are followed by France (€1.436 billion) and Spain (€1.407 billion). The values of all qualified teams are listed in the 550th Weekly Post of the CIES Football Observatory.

With inflation and a larger number of participating teams, the estimated total value of all squads in the competition reaches €18.1 billion. This is €3.1 billion more than at the 2022 World Cup. As noted last week, the statistical model of the CIES Football Observatory currently values only two players at more than €200 million : Spain’s Lamine Yamal and Norway’s Erling Haaland.

At the other end of the ranking, Iran is the qualified team with the lowest total transfer value, at only €12 million. It is followed by Iraq (€13 million) and Jordan (€15 million). However, strong performances in the competition could still help some players from these teams secure a transfer to much more competitive clubs.

* According to CIES Football Observatory’s statistical model

>>> Full data

Most expensive players: Yamal in a league of his own

The 549th Weekly Post presents the 100 players in the world with the highest estimated transfer value, as calculated from the CIES Football Observatory’s statistical model. FC Barcelona’s young Spanish prodigy, Lamine Yamal, crushes the competition with a valuation of €358 million. Ahead of Manchester City’s Norwegian striker Erling Haaland (€227 million).

No other player is valued at over €200 million, with Kylian Mbappé in third place (€166 million). The following players are at the top of the list for the other positions : Gianluigi Donnarumma (goalkeepers), Pau Cubarsí (centre backs), Nico O’Reilly (wide backs), Pedri González (central midfielders) and Arda Güler (attacking midfielders).

Compared with last January, the largest increase was recorded for Yan Diomandé (+€75 million to €119 million), whilst the largest decrease was for Alexander Isak (-€54 million to €41 million). Compared with June’s 2025 ranking, the largest changes were registered again for Yan Diomandé on the positive side (+€116 million) and Jude Bellingham on the negative one (-€113 million).

>>> Top 100

Top valued player per club in 7⃣0⃣ leagues 👉 https://football-observatory.com/Tool-Value

New Prospect Sheet with Impect: Lucas Herrington

Most popular clubs on social media

The 548th Weekly Post from the CIES Football Observatory ranks clubs worldwide according to their number of followers on the main social media platforms (Facebook, Instagram, TikTok, YouTube and X). Two clubs stand out: Real Madrid (488 million followers) and Barcelona (442 million). England’s Manchester United complete the top three (239 million), ahead of Paris Saint-Germain (208 million).

Among teams ranked in the top 10 positions, German side Bayern Munich recorded the strongest growth over the past year both in absolute (+16.1 million followers) and relative terms (+11%). Clubs in the top 10 have a combined total of 2.36 billion followers, up 3.8% on last year, broken down as follows among the platforms selected: Instagram (31%), Facebook (31%), TikTok (17%), X (16%) and YouTube (5%).

Twenty-six countries from every continent except Oceania are represented in the top 100, with the highest number of clubs located in the following three nations: Spain (21 teams, often with a large following on TikTok), England (16) and Brazil (11). Outside Europe, the top three are Brazil’s Flamengo (€71.6 million), Saudi Arabia’s Al-Nassr FC (€66.0 million) and Egypt’s Al-Ahly SC (€60.1 million).

>>> Top 100

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