The 535th CIES Football Observatory Weekly Post ranks teams from 56 leagues around the world according to the level of pressure exerted on opponents. This was calculated using the following Impect data: distance from own goal of presses applied, speed of interrupting opponent possessions, frequency of defensive actions with respect to passes conceded, and propensity to commit fouls in the final third when not in possession*.

Across Europe’s five major leagues, Italy’s Como 1907 tops the list, reflecting coach Cesc Fàbregas’s philosophy of constant pressure on opponents. Paris St-Germain (Luis Enrique) and Bayern Munich (Vincent Kompany) complete the podium of the big-5 league teams with the most proactive defensive styles. South Africa’s Mamelodi Sundowns head the rankings among non-European clubs.

The top pressure index among the 883 teams analysed was measured for Dutch side ADO Den Haag, current leaders of the Eerste Divisie, whose coach, German Robin Peter, also advocates an aggressive defensive style. At the opposite end of the spectrum, we find AC Milan at big-5 league level and Austria’s TSV Hartberg among all the teams studied (in both cases also with rather convincing results).

*The pressure index was calculated based on the standard deviation of these four indicators with respect to the club’s league average. The data for each indicator is also presented as a ratio with respect to league average.

>>> Full data

>>> New video: economic analysis of the transfer market (2016-2025)

>>> More about Impect

>>> Ball-friendiest teams analysis

The CIES Football Observatory is pleased to present the exclusive Gradient data on running speeds of players from teams still competing in the UEFA Champions League. The 534th Weekly Post displays the 20 fastest players (maximum speed in the competition) for five position categories, as well as the distribution of their distances per speed.

Uzbekistan’s Abdukodir Khusanov (Manchester City) is the centre back with the highest top speed (35.8 km/h), ahead of Tottenham’s Micky van de Ven. Among wide backs, PSG’s Achraf Hakimi (36.4 km/h) and Nuno Mendes top the list, as does Archie Gray (34.8 km/h) for central midfielders, Anthony Gordon (37.9 km/h) for side midfielders/wingers, and Kylian Mbappé for centre forwards (35.7 km/h).

In terms of the distribution per speed category, among the 100 players listed, three centre forwards covered the greatest proportion of distance at a speed of less than 7 km/h : Kylian Mbappé (43.5%), Victor Osimhen (41.9%), and Luis Suárez (40.1%). In contrast, the three players who covered the lowest percentage of distance walking are central midfielders : Häkon Evjen (23.0%), João Simões (24.1%) and Lucas Bergvall (25.2%).

>>> Full data

>>> More about Gradient Sports

>>> New Prospect Sheet with Impect: Kerim Alajbegovic

The 533rd CIES Football Observatory Weekly Post ranks teams worldwide according to the financial results of the transfer operations completed over the current season (last two windows) and over the last five years respectively (last ten windows). Regarding the two transfer periods related to the 2025/2026 season, the most negative balance was recorded for current Premier League leaders Arsenal (-€362 million).

While the Gunners’ financial efforts have so far paid off, those of the second team with the most negative balance sheet, Liverpool (-€244 million), have been much less successful. The same observation, at least in terms of domestic league results, can be made for the two teams with the most negative net spending over the last ten transfer windows : Chelsea (-€883 m) and Manchester United (-€859 m).

At the other end of the scale, the teams with the most positive balances are Monaco for the current season (+€148 million) and Benfica for the last five years (+€346 m). Over this period, the Portuguese club is ahead of LOSC Lille (+€273 m), AFC Ajax (+€270 m) and RB Salzburg (+€242 m). All the figures presented in the study include add-ons irrespective of their actual payment, as well as sell-ons.

>>> Full rankings

Thanks to the data exclusively produced by our partner Impect, the 532nd CIES Football Observatory Weekly Post presents the ball-friendliest teams in the world. The ranking was established according to four indicators: the proximity of passes (the shorter, the better), the pace of passing during possession, the duration of possessions and the percentage of balls received in the opponent’s third below knee height (on the ground)*.

Of the 915 teams in the 58 leagues analysed, the highest score was recorded for Bayern Munich (Vincent Kompany). The Germans are ahead of Paris Saint-Germain (Luis Enrique), with FC Barcelona (Hansi Flick) in third place and Bayer Leverkusen in fourth (Kasper Hjulmand). Among teams outside Europe’s big-5, Columbus Crew (5th overall) are ahead of Denmark’s FC Nordsjælland (7th) and French second division’s AS Saint-Étienne (8th).

Manchester City (6th), Celtic FC (9th) and Olympique de Marseille (10th) round up the top 10. The top 20 also notably includes Norway’s Bodø/Glimt (Kjetil Knutsen) and Spain’s Elche CF (Eder Sarabia). At the opposite end, the least ball-friendly teams out of the sample analysed are Irish sides Galway United and Drogheda United, ahead of Belgium’s Patro Eisden, Portugal’s CD Feirense, Austria’s SKU Amstetten and Czech Republic’s FC Zlín.

*The data is presented as a ratio relative to the average recorded across the 915 teams analysed (current or last completed domestic league matches only).

>>> Full data

Issue number 531 of the CIES Football Observatory’s Weekly Post presents the 100 teams worldwide whose academy graduates still under contract (in the club or out on loan) total the highest aggregate transfer value. Thanks to players such as Lamine Yamal, Pau Cubarsí, Fermin López and Alejandro Balde, Spanish giants FC Barcelona top the ranking with a mobilisable asset of no less than €738 million.

Manchester City (€286 million) and Bayern Munich (€284 million) complete the top three. Six other teams have academy graduates under contract whose total transfer value exceeds €200 million : three from Spain (Real Madrid, Athletic Club and Real Sociedad), two from England (Chelsea and Arsenal), as well as Champions League title holders Paris St-Germain. A further Spanish side, Atlético Madrid, complete the top 10.

Two Portuguese clubs, Porto (Rodrigo Mora as main asset) and Sporting CP (Gonçalo Inácio), top the rankings among teams outside the big-5 (11th and 12th position overall). They are ahead of two Dutch clubs (AZ Alkmaar and Ajax), and a further Portuguese side : Benfica. The top three non-European teams are Corinthians (Breno Bidon as their main asset), Vasco da Gama (Rayan Vitor, just transferred to Bournemouth) and Boca Juniors (Di Lollo).

* For players who spent at least three seasons between the ages of 15 and 21 in two different clubs (e.g. Kenan Yildiz), only the first team was considered as the training academy.

>>> Top 100

The last Weekly Post of 2025, the 527th in a series that began in 2012, presents the 100 players worldwide born in 2006 or later who are not yet playing for a big-5 league club having performed best this year. The rankings were established using a method developed exclusively by the CIES Football Observatory and the data meticulously collected by our partner Impect.

The highest score overall was recorded for Dutchman Givairo Read of Feyenoord (85 out of 100). Although currently injured, he should soon be able to celebrate his first cap for Netherlands. This ’well-rounded’ wide back is ahead of Portugal’s Geovany Quenda (Sporting CP, but already signed by Chelsea) and Ghana international Caleb Yirenkyi, from the veritable talent factory that is Danish side FC Nordsjælland.

France’s Joane Gadou (RB Salzburg) ranks first among centre backs and Sweden’s Simon Eriksson (IF Elfsborg) among goalkeepers. This Scouting report presents the top ten U20 players outside the big-5 for fifteen categories established by combining players’ level of activity in six areas (aerial play, recovery, distribution, take on, chance creation and finishing) as per Impect data and their main position (method also here).

>>> Top 100

>>> Full Scouting report (including estimated transfer values for all players)

The 526th CIES Football Observatory Weekly Post presents the most physically robust outfield players in terms of minutes played in official matches (club and national team) over the past year. Paraguayan international Júnior Alonso (Atlético Mineiro) tops the list, ahead of Belgium’s Hans Vanaken (Club Brugge) and Argentina’s Nicolás Otamendi (SL Benfica).

Among players born in 2004 or later, the top three are Dutchman Wouter Goes (AZ Alkmaar), Ecuadorian Joel Ordóñez (Club Brugge) and Belgian Matte Smets (KRC Genk). Their ability to play matches at a high frequency will be a major asset for their careers. Colombia is the most represented country in the top 50 (seven players), reflecting both the tight schedule of the Colombian league and the physical strength of their players.

The Post also presents the distribution of minutes according to the type of competition (club national, club international and national teams), as well as the rankings for the last two, three, four and five years. The following players top the tables for each of these periods : Nicolás Otamendi (two years), Bruno Fernandes (three years), Gustavo Gómez (both four and five years).

>>> All the data

The 525th CIES Football Observatory Weekly Post presents the players worldwide whose transfer value* is likely to increase the most in absolute terms over the next six months without contract extension and according to a scenario predicting the same performance as in the last six months, both individually (minutes played, starting 11 rate, goal frequency, etc.) and collectively (results).

Ivorian winger Yan Diomandé (RB Leipzig) tops the rankings with a projected increase of €40.1 million. His current value is indeed estimated at €45.7 million, while his expected value on 10 June 2026, according to the scenario described above, is €85.8 million. Newcastle United’s German Nick Woltemade (+€26.2 million) and another Ivorian, Bazoumana Touré of Hoffenheim (+€23.9 million), complete the podium.

In total, the published list includes no fewer than 169 players active in 23 different leagues. The projected increase in their transfer value over the next six months is at least €5 million. This free tool, on the other hand, presents the highest-valued player per club in 67 leagues around the world. However, assessments for all players are available to professionals via a paid platform.

* Further information on the statistical model developed by the CIES Football Observatory to assess from a scientific perspective players’ transfer values and make projections about future values can be found in this scientific article.

>>> 169 players list

Thanks to the data meticulously collected by our partner Impect, this Weekly Post presents the U23 players from 52 leagues around the world who are most skilled at advancing their team’s play with passes towards the opposition’s goal*. The study reveals the extraordinary abilities of Belgium’s Jorne Spileers, who completes an average of 11.8 ‘progressive’ passes per 90 minutes, with a record success rate of 84% and a progression index of 100.

Two other centre backs complete the podium: Spain’s Dean Huijsen (Real Madrid) and Portugal’s António Silva (Benfica). Fourth, Norway’s Häkon Volden (Rosenborg) is the youngest player in the top 10 (18.5 years). Two other players under the age of 20 feature in the overall top 10: Gambia’s Abubacarr Sedi Kinteh (Tromsø) and France’s full international Warren Zaïre-Emery (Paris Saint-Germain).

Among wide backs, the top three are Álvaro Carreras (Real Madrid), Michal Gurgul (Lech Poznań) and Joaquin Seys (Club Bruges), with Luca Bombino (San Diego) being the youngest in the top 50. For midfielders, Jack McGlynn (Houston Dynamo) leads the way ahead of Warren Zäire-Emery (PSG) and Amadou Koné (Neom SC). The youngest midfielder in the top 50 is Argentina’s Álvaro Montoro (Botafogo).

* At least 30 meters if starting and finishing position in own half, 15 meters if in different halves and 10 meters if in opponent half.

>>> Full data

>>> More about Impect

The 523rd CIES Football Observatory Weekly Post presents the world’s smartest clubs on the transfer market since January 2021 in terms of the financial balance sheets of players recruited as professionals (i.e. excluding youth academy signings) and already permanently transferred to other teams. Eintracht Frankfurt tops the list with a positive balance of +€286m : €364m in revenue and €78m in expenditure.

The Germans are ahead of Brighton & Hove (+€221m) and Stuttgart (+€178m). Atalanta (+€150 million) and Benfica (+€147 million) round out the top five. In contrast, the most negative trading balances for players signed and transferred over the last five years were recorded for two Saudi clubs, Al-Hilal (-€197m) and Al-Nassr (-€104m), followed by three English teams : West Ham (-€99m), Aston Villa (-€85m) and Manchester United (-€74m).

If we add fist team squad recruits since 2021 who are still under contract with their signing clubs, and subtract their acquisition price from the current estimated value according to our statistical model, Eintracht Frankfurt is once again the best club with a balance of +€670m (+€286m for players recruited and already sold ; +€384m for those recruited and still owned), ahead of Real Madrid (+€591m), with Manchester United at the opposite end (-€482m).

* The rankings only include clubs whose total transfer spending and income since 2021 exceeds €10 million. The balance sheets take into account add-ons regardless of whether they have actually been paid or received, as well as sums earned through sell-ons.

>>> Full data

The 522nd CIES Football Observatory Weekly Post ranks 50 top divisions worldwide according to the percentage of minutes played by U21 footballers eligible for the national team of the league’s country over the 2025 calendar year. The Australian A-League Men’s leads the rankings (17.7% of minutes).

Serbia’s Super Liga (15.8%) and Danmark’s Superliga (11.7%) round up the podium of the leagues where U21 eligible footballers played the greatest proportion of minutes in 2025. Among the five major European leagues, the figures range from 7.8% for France’s Ligue 1 (17th overall) to 1.9% for Italy’s Serie A (second lowest figure), with a particularly low rate also in the English Premier League (2.4%).

The Post also presents the number of U21 players eligible for the countries of the 50 leagues analysed who played in one of these championships in 2025. In this case, Argentina (213 U21 eligible players for a total of 112,455 minutes and a cumulative experience* of 74,236) is ahead of Colombia (185, 88,706 minutes, 50,047) and Brazil (173, 73,325 minutes, 44,558). France is fourth in terms of number of players and minutes and third in terms of cumulative experience.

* The cumulative experience was calculated by weighting the total number of minutes by the average sporting level of the matches played according to this method.

>>> Full study

>>> Video resuming the eight first Prospect Sheets with Impect on the best talents worldwide (all Sheets)

The 521st CIES Football Observatory Weekly Post presents the 100 players in the world who should earn the highest salaries according to a statistical model* taking into account sporting variables over the last year (playing time, sporting level of matches and rate of games in the starting 11), as well as the primary position played. Kylian Mbappé tops the list with an estimated deserved gross annual salary of €22.8 million (fixed part only).

This amount is 40% lower than that received, thanks to the fact that Real Madrid did not have to pay a transfer fee when he was signed in the summer of 2024, as well as the superstar effect allowing star players to monetise their status beyond their sporting performances. Mohamed Salah and Jude Bellingham complete the podium of the players deserving the highest salaries with respect to the variables included in our model.

Offensive players earning generally more than players in other positions, centre forwards and wingers are overrepresented at the top of the rankings. For other positions, Thibaut Courtois ranks first among goalkeepers, Virgil van Dijk among centre backs, Achraf Hakimi among full backs, João Neves among central or defensive midfielders, while Dominik Szoboszlai is second only to Jude Bellingham among attacking midfielders.

*Built on almost 2,000 salaries negotiated by players for permanent transfers or contract extensions, the CIES Football Observatory proprietary statistical model used in this study explains 83% of the differences in the amounts observed.

>>> Top 100

>>> New Prospect Sheet with Impect : Kader Meïté (Stade Rennais)

The 520th CIES Football Observatory Weekly Post presents the players who have not yet celebrated their 20th birthday with the highest transfer value according to our statistical model. In four cases, the estimate exceeds €100 million (with add-ons and for 100% of rights) : Lamine Yamal (€350 million), Estêvão Willian (€118 million), Pau Cubarsí (€113 million) and Franco Mastantuono (€102 million).

The top ten also includes Frenchman Warren Zaïre-Emery (Paris Saint-Germain), Arsenal’s Ethan Nwaneri and Myles Lewis-Skelly from England, Portugal’s Geovany Quenda (Sporting CP, already signed by Chelsea), another Brazilian, Endrick Felipe (Real Madrid), and Sweden’s Lucas Bergvall (Tottenham).

In total, 113 teenagers playing in 25 leagues and 80 clubs around the world are estimated to be worth at least €10 million. The English Premier League is the best represented (23 players), ahead of the German Bundesliga (16) and the French Ligue 1 (11). This exclusive tool presents the most valuable player per team in 67 leagues.

<<< full list

Issue number 519 of the CIES Football Observatory Weekly Post presents the 50 nations in the world whose clubs have generated the most revenue over the last ten years from the international transfer of players trained in the country (including add-ons and sell-ons). France is clearly in the lead with €3.98 billion, an average of almost €400 million per year.

Clubs in two other countries have generated more than €2 billion from the international transfer of locally trained players over the last decade : Brazil (€2.60 billion) and Spain (€2.24 billion). Revenues exceeded €1 billion in six other countries : five European (Portugal, the Netherlands, England, Germany and Italy) and Argentina.

Transfers of players aged 20 or under account for almost one third of total revenue. Among the top 20 nations, this percentage is particularly high for Serbia (64.7%), Brazil (50.1%), Denmark (48.4%), Sweden (47.9%) and Belgium (43.8%). These figures reflect the early international transfer of players trained in these countries.

>>> Full data

The CIES Football Observatory is also happy to disclose its 7th Prospect Sheet in collaboration with Impect highlighting the great KRC Genk’s talent Konstantinos Karetsas.

As every year, the CIES Football Observatory has identified the clubs having trained* the players currently active in 49 leagues around the world to establish a ranking of the clubs with the best academies. The 518th Weekly Post presents the top 100 according to a training index taking into account the number of players trained, the level of the clubs they played for last year and the official game minutes played over the same period.

As last year, Benfica ranks first with 93 players trained active in the 49 leagues analysed, an average level of employment clubs of 0.81 and 2,582 minutes played on average in official matches over the last year. Barcelona (76 players, average club level of 0.87 and 2,773 minutes) and River Plate (97 players, average level of 0.81 and 2,305 minutes) complete the podium of the clubs with the best academies.

The top 10 includes a further Portuguese team (Sporting CP), another Spanish one (Real Madrid), two other Argentine clubs (Boca Juniors and Vélez Sarsfield), as well as Ajax from the Netherlands, Dinamo Zagreb from Croatia, and Defensor from Uruguay. Thirty countries are represented by at least one team in the top 100, the most represented nations being Argentina (15 clubs) and Brazil (11 clubs).

*Training clubs are defined as the first teams in which footballers have played for at least three years between the seasons of their 15th and 21st birthdays (inclusive).

>>> Top 100

This video illustrates the main changes that have taken place since 2010 in the composition of teams in thirty European top divisions in terms of squad size (increase), player height (also increasing), the proportion of club-trained footballers (decrease), that of expatriates (increase), the average age of first international migration (decrease), and the presence of newly recruited players (increase).

Thanks to the collaboration with Impect, the CIES Football Observatory has developed performance indices on a 100 basis in eight areas of play. This Weekly Post presents the 50 outfield footballers with the highest values in each domain for the last six-month domestic league games, with each player appearing only in the ranking for the area in which they scored highest.

The following players head the tables in the different areas : Virgil van Dijk (air defence), Moisés Caicedo (ground defence), Rúben Dias (defensive build-up), Pedri González (orchestration), Michael Olise (take on), Lamine Yamal (chance creation), Kylian Mbappé (finishing) and Erling Haaland (air attack).

The youngest players in the top 50 of each category are as follows : Eivind Helland (air defence), Agustín Medina (ground defence), Pau Cubarsí (defensive build-up), Warren Zaïre-Emery (orchestration), Estêvão Willian (take on), Lamine Yamal (chance creation), Franco Mastantuono (finishing) and Thierno Barry (air attack).

>>> Top 50s for the eight domains

>>> More about Impect

>>> More about the indices

The 516th CIES Football Observatory Weekly Post highlights the clubs whose estimated transfer value of players owned has changed the most, positively or negatively, over the past year. We present both the change in absolute terms (‘gross’ evolution) and the change considering the financial balance of transfer operations (with sell-ons, not including add-ons) completed during the last two transfer windows (‘net’ evolution).

In terms of net evolution, Chelsea tops the list (+€364 million) with player valuations up €372m and a balanced net spending for the last two transfer windows : -€8m. The reigning world champions are ahead of the European ones, Paris St-Germain (+€303 million). German side Eintracht Francfort (+€294m) rounds up the podium. Manchester United (-€377 million) and Manchester City (-€315m) are at the opposite end of the table.

The Post also presents the estimated transfer value of all players owned by clubs (not including any sell-on related sums). In this case, the top three are Chelsea (€1.81 billion spread across 50 players), Real Madrid (€1.68 billion, 32 players) and Manchester City (€1.47 billion,46 players). Five other clubs have a total estimated value in excess of one billion : Arsenal, Paris St-Germain, Liverpool, Barcelona and Tottenham.

>>> Full data

>>> Top valued players per club in this tool

>>> More information on the CIES Football Observatory’s statistical model for estimating transfer values in this scientific article

The 515th CIES Football Observatory Weekly Post ranks teams from 69 leagues around the world according to the average age of line-ups fielded in the current domestic league season. Not including B-teams, the lowest value overall was recorded for Latvian side FK Metta (20.96 years), while the highest was measured for Saudi Arabia’s Khaleej FC (31.62 years).

In the five major European leagues, the following teams fielded, so far, the youngest line-ups : Chelsea (Premier League, 24.36 years), Barcelona (La Liga, 25.22 years, ahead of Real Madrid, 25.67 years), RC Strasbourg (Ligue 1, 21.45 years, 2nd lowest value overall, ahead of Paris St-Germain, 24.09 years), Eintracht Frankfurt (Bundesliga, 24.48 years) and Parma Calcio (Serie A, 24.26 years).

The Post also presents the percentage of minutes per age category (≤21, 22-25, 26-29, ≥30). Italian champions Napoli are the Champions League big-5 participant with the highest percentage of minutes by players aged 30 or over (46.8%, up to 84.5% for over 26-year-old players), ahead of Bayern Munich (36.0%, and 70.3% respectively). These proportions are much lower for Champions League title holders Paris St-Germain : 3.0% and 23.4%.

>>> Data for all teams

>>> More details about BlueCo’s policy in this video

>>> More exclusive demographic data in this Atlas