This is awkward, but we really need to talk about Manuel Neuer. He’s a legend of a keeper. For a decade he’s been a unique and special player. His ability with the ball at his feet gained him a cult following, but it was the fact that he paired that with some of the best fundamental goalkeeping ability in the world that made him truly special. He was great at the basics. And then sometimes he’d also dribble the ball around just for fun. But the basics seem to have abandoned him. Bayern’s dominance means Neuer isn’t often called into action. The team only gives up 7.61 shots per match. That’s the best number in the Bundesliga. They are incredibly good at stifling opponents’ attacks. And, even when they do ultimately give up shots, those shots tend not to be dangerous ones. Opponents, on average, take shots from 18.49 yards away from Bayern’s goal. That’s the furthest out of any side in the Bundesliga, and they’re worth 0.09 expected goals per shot, again the lowest average volume. The shots Bayern are giving up don’t seem to be bad shots. And, yet, they keep flying into the net. It is of course possible, that Neuer has simply run into a string off awful luck. That despite having a mediocre collection of shots, strikers just keep hitting the ball outstandingly and picking out corners in ways that Neuer couldn’t hope to stop. Except that post-shot xG suggests this isn’t the case. The post-shot value of the shots Neuer has faced is almost exactly the same. The model spits out 11.0 expected goals conceded from open play. Neuer has conceded 16. There is one interesting statistical wrinkle here. As the two charts show, relatively few of the shots that Bayern have given up have found their way on target, and of those that have, they’ve been mostly the most dangerous shots. The result is that despite the fairly innocuous profile of shots that Bayern have given up on the whole, the ones that Neuer has ended up facing have been quite dangerous. His job has been harder than it might seem at first glance. His expected save rate is only 69.7%. That’s the seventh lowest in the league. The problem is, that even when you adjust for all of that Neuer is still failing miserably. His save percentage is only 59%. Among first choice keepers that’s the second lowest total in the league. Worse, the difference between his save percentage, and his expected save percentage, that 10.7% gap, it’s also the second worst in Germany. There’s no way to sugar coat it. Neuer has just been bad. The fact that Bayern themselves are quite good has gone a long way to masking his performance. They’ve only conceded 19 total goals. Only two teams have conceded fewer, and they’re on 18. Bayern’s defensive record is close to the best in the league, so how bad could Neuer really be anchoring it? Well, when you graph goals conceded against the goals save above average percentage it becomes clear just how large an outlier Neuer is. What this makes crystal clear is that the defense is carrying Neuer right now. He’s conceded a stingy number of goals despite the way he’s played. The defense deserves the credit for not allowing more dangerous shots for Neuer to struggle saving. It’s not like Neuer is dominating in the air when it comes to commanding his box either. Here’s the heatmap showing how likely he is to come for claimable balls in his box. He faced 212 total balls, and came for 12 of them, a little more conservative than the 13.6 our model predicts. That makes him, by our model, only the seventh most aggressive keeper in and around his penalty area in the Bundesliga. It’s also true that he’s faced very few balls that a keeper would frequently claim. Only five balls into the box all season where the type that a keeper would come for more than 30% of the time. He came for two of them (an exactly average frequency given the balls faced), but he missed one. The fact that his overall success rate on claims is 92% and fine, exists in concert with the fact that he’s only one for two on the more meaningful ones. In a different context maybe these stats wouldn’t be so alarming. Players have bad stretches, even great ones. Keepers have bad years, or half years, and bounce back all the time. But, taking a step back actually makes the situation look worse, not better. Neuer isn’t young, he’ll be 33 in March. Keepers often have longer athletic lives than outfield players, but 33 is still pushing it. It’s an age where, in a vacuum you’d expect a keeper to get worse not better. Then there are the injuries. Neuer missed the vast majority of last season with foot problems. His performance still hasn’t recovered. Correlation doesn’t equal causation, but it doesn’t rule it out either. Put it all together and this is a four-alarm fire for Bayern. Neuer used to be a star, now he’s facing a life comes at you fast crisis. All of a sudden he’s become an old keeper coming off an injury who hasn’t come close to recovering his form half a season after getting back on the pitch. If Bayern don’t rally over the last half of the season and catch Borussia Dortmund, Neuer’s deterioration will be a large part of what went wrong. A year ago it would have been sacrilegious to question Neuer’s place. Now? Unless he improves dramatically over the second half of this season it’s clear Bayern will need to upgrade the keeper position going into next year. The keeper might be a legend, but eventually father time comes for legends too.
There is always something brewing behind the scenes at Real Madrid -- a team generally too deep in too many positions to satisfy every star’s playing time. Every season there are head-scratchers on the bench -- James Rodriguez, Gareth Bale -- but those absentees weren’t noticed as much with Zinedine Zidane winning as prolifically as he did. Winning masks everything. This season, with the team struggling, and Isco coming off the bench, the noise surrounding the Isco - Solari union keeps mounting. Isco plays a theoretical position in Real Madrid -- just like James did, just as Coutinho does at Barcelona, and just as Mesut Ozil does at Arsenal. These players are labelled, at mass, as a ‘10’ -- stereotypical turtles who grind the offense to a painstaking hault. They’re great at controlling tempo, but sometimes the offense needs an extra jolt. Under Lopetegui, Real Madrid had plenty of the ball, but not many clear-cut chances or goals. Solari wants to have his offense slightly more rigid positionally, which leaves less room for roaming creators. Media outlets throwing around skewed stats don’t help the narrative. Real Madrid haven’t won a good percentage of games with Isco in the team -- but that’s mostly because Isco has been coming in late off the bench when Solari’s men are chasing games against stubborn defensive schemes. Isco is not without his faults. This season, he’s struggled to show his form from the 2016/2017 campaign (or some of his great showings in the Champions League in ‘17/18). Since returning from injury, he hasn’t looked match-fit (almost reasonably, to be sure, given that appendicitis is not an easy procedure to return from). In his return against Levante earlier this season, he was dispossessed multiple times, and gave the ball away in deep areas. Against Viktoria Plzen at home, he was whistled for a selfish attempt -- when a simple square pass to Benzema would’ve resulted in a goal. When he came on at half-time for an injured Bale against Villarreal, Real Madrid’s entire tempo decelerated, as Isco dropped deeper to combine with the midfielders rather than pushing high up the pitch as an outlet in transition as the Welshman did. But the sample size with Isco in the team is hard to ignore, and his form under Zidane shouldn’t be that unrecoverable for a player who’s 26 and in the prime of his career. We’re witnessing a Real Madrid team that can’t deal with an opposing high press, nor can they find the ingenuity needed on a consistent basis to break down stubborn low-blocks. Isco fits both needs -- he is press-resistant, and like Marcelo, can find space in impossible situations. It’s hard to decipher just what the reason is for Isco finding himself coming off the bench. There are signs from within the team that Solari’s decision is less personal, and more logical: The Spanish midfielder is still not 100% match fit, and you already know what you’re going to get from the players ahead of him. Vinicius is a gung-ho, line-breaking menace (raw, full of mistakes, and yet the biggest offensive threat Real Madrid have had of late), and Lucas Vazquez is a two-way winger with a ceaseless motor. Solari has not favoured Isco in deeper positions either, as after the Modric / Kroos tandem, the Argentine coach has opted to roll with a box-to-box, decisive player in Fede Valverde; or a frenetic, energy-filled Dani Ceballos. And energy, as intangible as it sounds, is something Real Madrid have missed badly. Dani Ceballos fuelled the team with his off-ball movement and defensive coverage against Sevilla, in what was one of the team’s best performances of the season: https://streamable.com/o97ms That was a sequence where Ceballos sprinted back to cover for Ramos, who was caught out of position after a giveaway. Ceballos then helps Reguilon dispossess Jesus Navas. On an ensuing play, he’s on the opposite flank, covering the passing lane behind Dani Carvajal: https://streamable.com/cwfc0 Neither of these plays are foreign to Isco, which makes the entire situation so bewildering. Isco is a highly intelligent defensive player, and his work rate has been exemplary in the past. Against PSG in last season’s Champions League round-of-16 first leg, Isco ran himself into the ground, pressed like a maniac, won the ball high up the pitch, and was efficient covering defensively for surging wingbacks. He can play either the left central midfield or left wing positions just fine -- and isn’t only reliant on being shoehorned as the spearhead of a diamond formation. Isco isn’t playing well now, looks a step slow, and is missing some mojo -- but the attributes that Ceballos, Valverde, Vinicius, or Vazquez have are not beyond him. Even amid one of the most forgettable seasons in Isco’s career, he remains a steady contributor. Only the great Marcelo and the ever present Lucas Vazquez sling more open play key passes per 90 (1.68) in La Liga on the team than Isco; and the Spaniard completes 2.51 dribbles per 90 -- only Vinicius Jr, in very limited minutes, has more on the team, at 2.89 But Solari doesn’t pick his team based on what he knows Isco is capable of. He’s in ‘win-now’ mode, in what is perhaps a fleeting, short-term job for him. He needs players who are in top shape and ready to contribute. The Argentine has not been shy about benching players who aren’t up to speed physically -- with Marcelo taking a backseat against Sevilla; while Sergio Reguilon put in a strong defensive shift in his place. There is a directness, speed, verticality, and positional rigidity that Solari wants to play with, and other players are like-for-like puzzle pieces that can fit his scheme seamlessly. There is an expectation from coaches in general to play their best players. Egos are expected to be put aside (as they should be), and tactical flexibility should go hand-in-hand with getting the best out of your best players in order for both team and player to thrive. There is one thing that Real Madrid would want to consider: How much do they want to disgruntle Isco to the point where he desires to leave, at the hands of a transitory coach who’s likely at the helm for just a few months? It’s easy to pick your poison. Isco is one of the best players in the world, and Solari is an unproven manager whose value is not hard to replace. But looking at it that way is not that easy, even if tempting. While Solari is at Real Madrid, he should be given the reigns to make the decisions he feels are best for the team. That’s a gamble Real Madrid has to take, anyway. Trusting a caretaker doesn’t come without its perils. Leaving Isco on the bench while implementing a hyper-rigid system didn’t work out at first. The team hit rock bottom in a 3 - 0 defeat away to Eibar, when they couldn’t escape a press (while one of their most press-resistant players, Isco, wasn’t on the field). They struggled again in narrow wins over Huesca and Eibar. Trusting Solari seems to now be paying off. Of late, the team has been picking up steam. Solari seems to have found the balance between rigidity and fluidity -- there is more off-ball movement between the lines, and the now in-form Luka Modric is picking out his teammates in dangerous spots. While Solari may have issues on a personal level with Isco, there are enough tactical reasons for his decisions. But the team has to sustain this form, which is not easy, in order to fully justify not having Isco in the regular scheme. This isn’t a repeat of the Pogba - Mourinho trial, where Mourinho repeatedly threw Pogba under the bus publicly, and the tension was clear. Solari has shown respect to Isco publicly, stating that he “loves” him. Nacho has come out and said that Solari is “on Isco’s side”. Marcelo publicly stated after the 0 - 2 win away to Roma: “I’m not saying that he (Isco) is not working but when you see you have made a mistake you must improve.” Isco is not a lost cause -- his form is within reach, and the squad is on his side. He has come off the bench in most games under Solari, even if the outcome hasn’t all been successful. The team has gone through enough injuries and suspensions this season (and in the past) to assume Isco will always have a chance to claim his spot -- just as he rose in the 2016 / 2017 season amid Bale’s big injury to form a cohesive, control-based midfield alongside Toni Kroos and Luka Modric. But he didn’t crack the starting XI in any big games during this stretch with Bale and Asensio injured. Now Bale and Asensio (neither of whom are in form either) are inching their way back into the team. Marcos Llorente has also resumed training. While he’s not a comparable player positionally to Isco, his emergence on the scene this season means Solari will play either him or Casemiro as the team’s single pivot -- taking away one more starting XI spot as Toni Kroos will no longer be pushed back as a defensive midfielder, which would free up a LCM slot for Isco. Real Madrid are famously thin at the striker position, but have loaded depth in midfield, where the great Isco resides. The ideal scenario for everyone involved is for Solari to unearth the Isco from two seasons ago and get Real Madrid ticking at a fluid tempo, retaining possession high up the pitch and attacking their opponents relentlessly. But whether he can do that, when hungry players like Ceballos, Valverde and Vinicius are exiting the realm of fringe rotation, is a different question. “Competition within the squad is an essential part of football,” Solari told the media ahead of Thursday’s Copa del Rey clash with Girona. “Everyone must feel they have an opportunity and can lose their place [if they don't do well]." Image courtesy of the Press Association
A few things are pretty much settled in La Liga. Barcelona top the pile with the league’s best underlying numbers, while Huesca are rooted firmly to the bottom, nine points from safety and with just two wins to their credit. Atlético Madrid, Real Madrid and Sevilla can be expected to fill the remaining top-four spots. But for the rest of the teams, there is still much left to play for. At the halfway point of the campaign, just nine points separated the team in seventh from the team in 19th -- comfortably less than in any of other “big five” leagues and nearly double the difference between those positions in the Premier League. One would expect Real Betis, Real Sociedad and a Valencia side whose underlying numbers have consistently been much better than results to end up comfortably in the top half, with the potential to challenge surprise sides Alavés and Getafe for fifth and sixth. Eibar and Espanyol have had their ups and downs but can also be expected to finish in mid-table. That still leaves eight teams potentially battling it out to avoid filling the two remaining relegation spots: Athletic Club, Celta Vigo, Girona, Leganés, Levante, Rayo Vallecano, Real Valladolid and Villarreal. Below is a plot of the non-penalty xG for and against for all Primera Division teams so far this season. As James and Ted noted on last week’s StatsBomb podcast, there are a few anomalies. Atlético Madrid consistently outperform xG, and are again doing this time around, sitting comfortably in second with over-performance at both ends of the pitch; Alavés have remained in the top-four race much longer than expected given underlying numbers that are among the league’s worst. But the chart does give us an idea of the strengths and weaknesses of the main relegation candidates. The teams in the lower left quarter are those who are below average in both attack and defence: Athletic Club, Girona and Celta Vigo. Neither Athletic nor Celta Vigo would have expected to be involved in a relegation battle. With Athletic, the assumption had been that last season’s 16th place finish was the result of poor coaching rather than their underlying talent level. As for Celta Vigo, with attackers like Iago Aspas, Maxi Gómez, Pione Sisto and intriguing youngster Brais Méndez, Celta looked to have enough firepower to be closer to the top 10 than the relegation fight. Both are currently in the lower reaches of the table having already sacked the coaches with which they began the campaign. A solid run of results since Gaizka Garitano replaced Eduardo Berizzo in December has eased some of Athletic’s worries, but they are still far from safe. It is no surprise to see that three of their four best defensive performances this season in terms of xG Conceded have come under Garitano’s command. This is the coach whose Eibar side conceded just 28 times in 42 matches in gaining promotion to the top flight back in 2013-14. Sorting out the team’s defensive problems was always going to be his priority. The key question is whether Athletic will be capable of getting enough goals to secure the points they need. With Aritz Aduriz beginning to lose out in his game attempt to fight the ageing process, Iñaki Williams is bearing the brunt of their goalscoring burden. Iker Muniain is very important in terms of ball progression, but his xG contribution is somewhat inflated from having scored five times from inside the six-yard box. He is not a regular shooter. Raúl García and Iñigo Córdoba are, but they primarily do so from average-to-poor positions. However, January signing Ibai Gómez is a slightly more discerning shooter (and was especially so last season at Alavés) and should add enough to the Athletic attack to eventually help steer them to safety. An injury to Williams would, though, be difficult to overcome. Goals shouldn’t be a problem for Celta Vigo. Last season, they had the league’s fourth-best attack in terms of xG, at 1.30 per match. But after making a similar start to the current campaign, equalising a poor defensive unit with their attacking potency, subsequent attempts to gain better balance have simply resulted in worsening metrics at both ends of the pitch. Their xG conceded is now the second worst in the division. Antonio Mohamed was sacked in mid-November, and new coach Miguel Cardoso, who did impressive work at Rio Ave in his native Portugal before bombing at Nantes, is yet to find an adequate solution. Unless he soon does so, Celta’s seven-season stretch in the top flight is in serious danger of ending. Girona secured a top-10 finish in their debut Primera Division campaign last time out, but they were much less impressive in the second half of the season. They ran a positive xG difference (xGD) of 0.20 per match through their first 19 matches but that dropped into negative territory at -0.26 per match thereafter. New coach Eusebio Sacristán has been unable to arrest that slide, and Girona’s xGD per match this season stands at -0.38. On their current trajectory, and presuming goalkeeper Yassine Bounou isn’t able to maintain his current stellar performance level of a league-second-best Goals Saved Above Average percentage (GSAA%) of 9.3%, Girona aren’t likely to be far away from the bottom three come the end of the campaign. Those in the lower right of the chart have above average attacks but below average defences: Villarreal and Levante. Villarreal have performed well below expectations. In their pre-season predictions, FiveThirtyEight had them down to finish seventh, with as good a chance (12%) of finishing in the top four as they did of being relegated. Yet here they are now are, in the bottom three, with an over 40% chance, again via FiveThirtyEight, of going down. A cursory glance at Villarreal’s numbers would suggest they should still be able to claw themselves to safety. Their xGD per match of -0.05 is the 11th best in the division, and their attack is the eighth best. But that doesn’t tell the full story. While they were probably just a bit unlucky under previous coach Javi Calleja, their numbers have got worse under his replacement Luis García. It is, admittedly, a limited sample of just five matches (at time of writing, including Real Madrid at home), but García’s attempts at tightening up their defensive unit have done more to constrict the attack than benefit the defence. Indeed, lowly Huesca posted their best xG total (2.08) of the season against them. Villarreal failed to address their lack of quality in defence during the summer transfer market, and current reports suggest they might even be minded to allow talented midfielder Pablo Fornals to leave in January in order to fund the purchase of additional defensive options. Given his importance to the team, particularly in terms of ball progression and creativity (Santi Cazorla offers a very similar skillset, but relying on him to stay fit and carry that load for the remainder of the campaign is a big risk), it is move that reeks of a team in panic mode. Levante are the only other side against whom Huesca have posted up an xG total of over two, and their current position in mid-table clashes with their underlying numbers, which are the worst in La Liga. As their position way down the chart indicates, their defence is La Liga’s worst by some distance in terms of xG conceded, at 1.77 per match -- over half a goal more than the league average. Maybe Paco López simply has the Midas touch? When he took over in March 2018, Levante were 17th in the table, just one point above the relegation zone. In their final 11 matches of the campaign, they secured a mammoth 25 points, more than any other side in La Liga. Their underlying numbers improved, but not that much. That has again carried into this campaign, with Levante performing much better than would be expected given their underlying numbers, as this plot of actual vs. expected goal difference shows. This season, their defensive performance is about par. The over-performance is being driven by their attack. You’d still expect Levante to finish closer to the bottom three than the top 10, but it would nevertheless be a surprise if they were relegated from their current position. Those in the upper left quarter have above average defences but below average attacks: Leganés and Real Valladolid. Both teams are amongst the cagiest in the division, with only matches involving Atlético Madrid joining theirs in averaging less than 2xG. Their defensive activity maps show that they are deep-lying teams who do a lot of defending in their own halves. They are also sides who struggle to create much in open play. The difference between them, and what makes Leganés the more likely of the two to survive, is how well they both attack and defend set-pieces. While Real Valladolid hold the marginal advantage in terms of Open Play xGD (-0.13 to -0.17), on set-pieces, Legánes are marginally better in attack and much better in defence. Valladolid are currently over-performing their set-piece xG at both ends (in attack, primarily off the back of three direct strikes from long-range free-kick), but Leganés are generally creating the better looks whilst giving up lower-quality opportunities to their opponents. That can be expected to play to their advantage from hereon out. Finally, we have Rayo Vallecano, perfectly straddling the average line at both ends of the pitch. After a poor start to the season, improving defensive metrics have at least given them a fighting chance of avoiding the drop. With Giannellli Imbula doing his laconic, Mousa-Dembele-without-the-defensive-numbers thing in midfield, José Ángel Pozo and Óscar Trejo linking into the final third and Raul De Tomás offering a solid goal threat -- ably supported by Adrian Embarba and Alvaro Garcia -- they now look a decent side. Perhaps most importantly, a simple change between the sticks has yielded swift results. Early season number one Alberto García had a GSAA% of -8.1% in his 11 starts. Since taking over in mid-November, Stole Dimitrievski has proved to be a much more effective shot-stopper, posting a GSAA% of 2.1%. Garcia conceded four more goals than an average goalkeeper could be expected to; Dimitrievski has conceded one less. Initially in danger of slipping away from the pack like Huesca behind them, Vallecano have now inserted themselves into a multi-team scrap that is only likely to be decided in the final weeks of the campaign. Header image courtesy of the Press Association
Coming into this season, the FA Women’s Super League was ready for a slug-fest between Chelsea and Manchester City.
The pair had been the dominant forces in English football since 2015, when the (London) Blues won their first WSL title and the Sky Blues were fresh off the back of their first major trophy since the injection of cash into the club’s operation*.
*NB: City fans, and former players, will be keen for it to be made clear that the club has had a women’s side since the 1980s, something which wasn’t common at the time. City and football historian Dr Gary James has done, and continues to do, work documenting this, for example.
The pair were first and second in every season from 2015 to 2018, including the WSL Spring Series that took place as the league switched from a summer to winter schedule in 2017. Arsenal, the once-premier force in the women’s game (they won nine league titles in a row between 2003 and 2012), were relegated to third-place. Perennial bronze medal winners, the new-money pair even muscling into the Gunners’ stranglehold of the FA Cup, which they have won 14 times since 1992/93.
But at the start of the 2018/19 season, everything seemed to have changed.
It took Chelsea four games to score their first league goal (granted, their opening match had been against City). Not long after, they were thrashed 5-0 by Arsenal, who were rolling over anything and everything in their path. Manchester City had had a slow start too, including a disappointing 2-2 draw to Bristol City.
With expected midtable clubs like Birmingham City and Reading enjoying good starts, Chelsea and City found themselves in a congested pack behind the Gunners.
Back to normality, and a three-horse race
Now, though, the league has shaken itself out. City are top by a point, albeit having played one game more than Arsenal who sit in second. Joe Montemurro’s team also have a game in hand over Chelsea, who are a further two points back in third.
The weird thing is that each of these three teams have their own distinct story. You have Arsenal, the behemoths rearing their head after a brief slumber, a monstrous footballing phoenix. Chelsea, the slow starters. And City, the moneyed club with a stadium of their own** and a target on their back, who’ve shown rare signs of weakness.
**All 11 teams in the WSL are affiliated with a professional men’s team in the English professional leagues, but most do not share match-day facilities with them. Many play at local(ish) stadiums of a different men’s team that is in the lower professional leagues or non-league (for example, Arsenal play at Boreham Wood’s ground; Chelsea, AFC Wimbledon’s). Manchester City play at a purpose-built stadium for City’s academy and women’s teams on the club’s ‘Etihad Campus’, a couple of minutes’ walk from the main 55,000-seater Etihad Stadium. There is an argument that playing at an unfamiliar ground to fans of the club is a factor in holding back attendances, and playing on the same site as the men’s team, accessible by the same car parks and tram stop, would appear to be an advantage in encouraging a live audience for City’s women.
If this wasn’t professional football, everyone would have stopped playing with Arsenal because they’re too good. They’ve made whipping posts of everyone, and their performances have matched the results.
Expected goals is a stat that judges the quality of chances that teams have. The difference between Arsenal’s expected goals and their opponents’ in individual matches has given them an expected goals difference of 2.0 or more in six of their 12 league games.
It’s only once been negative once, in their recent 2-1 win over Chelsea (and even then, only just, -0.17).
By rights, Chelsea should probably have enjoyed a similarly hot run of results to the Gunners though.
Emma Hayes’ team created chances worth 4.66 expected goals in their opening run of three goalless games.
They, like Arsenal, have had six games where their expected goals total has been over two (although four of these have come in their last five). Their only games of struggle have been against the other two of the Big Three.
Manchester City, though, have genuinely struggled against the two teams in the next tier of the league, Birmingham and Reading.
Nick Cushing’s City have now played Birmingham - who were coached by new Orlando Pride manager Marc Skinner - home and away. City’s expected goal difference across the two games against the Midlands side is just +0.45. Chelsea and Arsenal both beat that in one match.
Similarly, when City drew 1-1 against Reading, the expected goal scoreline read 1.56-1.08; in other words City created more, but only just, and a draw was a reasonable result. Meanwhile Chelsea won their only meeting with the Royals so far 1-0, though expected goals suggests the scoreline could have been much larger, and Arsenal deservedly whomped Reading 6-0. Looking at expected goals created per match against other top five teams, City has clearly one much less in attack than their two competitors for the league.
Fans of City will be bemoaning these performances, but fans of women’s football as a whole will probably be encouraged. Birmingham and Reading are proving that it’s not just the big guns, backed by copious amounts of money, who can compete (Durham, one of the few teams to halt Manchester United’s dominance of the second-tier, the FA Women’s Championship, are an encouraging example of this too).
The title race
The three teams are clear behemoths at the top of the league and, with the table so tight, every match counts.
This weekend sees Arsenal travel to Reading and Chelsea host Birmingham (under new manager Marta Tejedor); City will be hoping that the WSL middle-class will slow their rivals down. It isn’t long until the next crunch match at the top either, with the Manchester side due to welcome Chelsea on February 10.
The final game of the top three mini-league, Arsenal vs City, is scheduled for the last day of the season. It could well be a title-decider. It could well, if the edge that the Gunners’ underlying numbers are to be believed, be Arsenal’s first league title since 2012.
The WSL is the title race you should be keeping an eye on.
Header image courtesy of the Press Association
Justin Kluivert’s move from Ajax to Roma during the summer of 2018 was a fascinating deal. On finances alone the transfer wasn’t anything extraordinary, though Ajax did fairly well in recouping just over €17 million considering Kluivert had only a year left on his contract. Two things made the move interesting: Kluivert was leaving at age 19 for a Champions League level club in Serie A after just over 3000+ minutes at Ajax across two seasons, and the club he was going to in Roma had a large squad so game time might’ve been an issue during his first season. Leaving so early in his development was risky.
Kluivert was a precocious young talent at Ajax. When isolated on the left wing he was consistently able to get a step on opponents, and he displayed some acumen for left footed crosses which hinted at the possibility of having added value as a two-footed winger. Kluivert was a high end prospect, and it wasn't hard to see his appeal. It was fair to say that he wasn't quite a generational talent, but certainly someone who was on the high end of 18-21 year-old prospects in European football.
As it stands now, Kluivert is on pace to play at least 1500 Serie A minutes, which isn’t an insignificant amount of playing time for a teenager and makes the bet he took on himself look smarter in retrospect. In an alternative world where his contract wasn’t running down, getting another full season at Ajax and producing large numbers in the Eredivisie would have been good for his development, but the situation he's currently in at Roma has not proven to be a hindrance when it comes to game time. With the jump up in competition, it comes as no surprise that Kluivert’s production to this point has not been eye popping.
Initially, one would look at Kluivert’s production and be disappointed given the hype that surrounded him at Ajax. He’s basically been the equivalent of a league average attacking midfielder or winger. But context is key. Given that Kluivert went from Ajax who have such a talent advantage over everyone in the Eredivisie not named PSV, to a top level, but not necessarily elite, Serie A club in Roma, his production was likely to take some dip. Also when accounting for age, and Roma's overall weirdness this season, it's not terribly hard to explain why Kluivert hasn't hit the ground running in Italy. This isn't to say that it's great that he's having the season he's had, but there shouldn't be any immediate worries.
You'll see flashes of what made Kluivert such a highly rated prospect with his ability to beat individuals off the dribble. The disparity between his completed dribbles and turnovers is a little bit worrying because that level of discrepancy as a wide player is when you're starting to take things off the table. Kluivert hasn't found it as easy to dart his way through the opposition as he did in the Netherlands, but the moments that Kluivert have conjured up are strong enough that I tend to believe he'll increase his dribble numbers to a rate that's more acceptable for his archetype of player. He's got a special level of acceleration that not a lot of wingers are blessed with.
Kluivert's decision making has not been much of a worry to this point. He's been able to use his athleticism in a functional manner to get a step on his marker and turn it into something positive for the team. His 2.14 open play key pass per 90 rate is second among Roma players who've played at least 600 minutes, and his open play expected goals assisted per 90 rate of 0.19 is tied for third. Certainly there have been instances where Kluivert cuts inside and instead of laying it off to a teammate and going for the safe option tries something else and it doesn't end up going well, but we're starting to see more instances of him doing productive things during semi-transition opportunities.
If there's one area in Kluivert's game to monitor moving forward, it would be his crossing and how much of a threat he is as a left footed crosser. If Kluivert turns out to be a sub-elite (or better) overall crosser as a wide player, it'll raises his ceiling even higher because you could utilize him in numerous ways. He could play as a more traditional winger on the right side where he could use his burst + crossing abilities to create chances for teammates in the box, or he could be an inverted winger and give the opposing fullback worries with being able to either cut inside with speed or deliver pinpoint crosses from closer to the touchline. To this point, Kluivert has completed 1.35 crosses per 90 minutes and has a 48% success rate on crossing attempts this season, which is the highest completion rate among Roma players with 600 or more minutes. I don't expect that figure to last, if only because that's such a high success rate that the odds are more likely it goes down. I was a bit skeptical that he was this amazing left-footed crosser, but he did have confidence in attempting left-footed crosses in the Eredivisie and that's translated with Roma. Projecting confidence as a crosser overall is half the battle, and the sample size is growing that he's a quality deliverer from the wide areas. Kluivert has also begun to use his speed and intellect to cause real danger to the opposition, whether it be for him individually or opening up a passing lane for a teammate. If there's one positive thing to take from Kluivert's season in Serie A so far, it's that going from the Eredivisie to a top 5 league has not made much of a difference with his off-ball athleticism. He was an elite athlete in Holland when it came to sprinting into open spaces, and that's translated fairly well in Italian football. On some level, it is a bit weird to be so effusive of a player who has produced okay results in league play but doesn't have numbers that jumps off the screen. Justin Kluivert hasn't hit the ground running in the same way that Jadon Sancho has at Dortmund where he's been a sensation. You can certainly nitpick at Kluivert's game: he has taken some bad shots from the left halfspace. With the current squad that Roma have, it's hard to envision Kluivert becoming a high volume shot taker so that makes it a bit harder to achieve a noteworthy xG contribution. If Kluivert doesn't turn out to be a very good-great crosser, that also chips away a bit at his overall value as well. It'll also be curious to monitor whether Kluivert turns out to be an above average shooter once there's a greater sample size of shots in Serie A, because some of his finishes in the Eredivisie made you wonder if that was his destiny But the moments Kluivert has had in Serie A play have been encouraging enough that those who were high on him coming into this season shouldn't be too worried about his progress, not to mention that he is averaging a 0.45 goals + assists per 90 rate as a 19 year old, which is nothing to sneeze at. The best thing that can be said about Justin Kluivert's season is that he hasn't look overwhelmed against Serie A competition to this point, and while he isn't light the world on fire in Italy, being a credible attacking player as a teenager is a positive sign for future stardom. Header image courtesy of the Press Association
The work of demystifying the keeper position never ends.
Earlier this year StatsBomb released it’s post-shot expected goal model.
The idea was to use our keeper and defensive positioning to help build a model that accurately reflected the shots keepers were facing. Next we’ve one lots of work codifying distribution, trying to measure how and where keepers pass the ball. And finally, we’ve begun work on the third major area of a keeper’s game, command of his box. What we aim to do is bring the same level of context to keeper claims as we’ve done to shots and passing.
Let’s dig in.
Our basic conceptual approach was to look at balls that keepers have the opportunity to claim, similarly to how we might look at shots. Figure out how likely any given ball is to be claimed by the keeper and then, in light of that, evaluate how often keepers are coming to claim the balls they face against an average keeper. The idea here is to go beyond just looking at how often a keeper claims balls into his area and take into account how difficult those balls are to claim in the first place. That way we can avoid looking at a keeper who faces only easy crosses and thinking their dominant, while overlooking a keeper who manages to come for, and claim, a lot of more difficult balls. Look at the claimable balls a keeper faces, figure out how many of those balls a keeper would come for on average, and then evaluate an individual keeper against that average.
As always, with new data, some important caveats exist.
We don’t know how this data will act over the long term. We don’t know how much variance there is, what’s signal and what’s noise.
What it can do right now is help us better understand what keepers have done over the games that have been recorded. Saying “a keeper has been very aggressive coming for the ball” is a very different statement than saying “he is an aggressive keeper.” The data can tell us the first thing, it can’t, on its own tell us the second (at least not yet). Ok, enough preamble, here are some actual numbers and pictures and things you need to know. Keepers simply don’t, or can’t, claim the vast majority of balls. In our numbers, there have been over 10,200 claimable balls in the Premier League this season.
We’d expect, on average, keeper to attempt to claim only 788. They’ve actually attempted to claim 752. They’ve had an 88% success rate. Keeping is an inherently conservative business, one in which mistakes get punished by goals.
There is a general belief that you shouldn’t come unless you know you can get there. The data reflects that, by and large, that’s how keepers approach the game. This makes for a challenge when it comes to making fun pictures and charts, though. Putting all the balls that a keeper is very unlikely to go and get onto a visualization just makes things really ugly really fast. For example, here’s Petr Cech from last season, with every single claimable ball that came his way.
Filtering it down to only the higher likelihood balls makes everybody’s lives a little easier. Here’s how Cech faired that year on balls that had an expected claim value of 0.3 or higher (and look you can use the data however you want but I make sure to shout EUREKA!! In my head every single time I look at an xClaim value).
It’s a heck of a lot easier to look at the 47 possible balls there than it was to look at the initial map which had 679 claimable balls on it. Looking at that we can actually start to see some individual results from crosses, including a handful of the dreaded “claim attempt (failed)” variety. There’s no question though that there is a tradeoff here between granularity and completeness. On the flip side, if we’re not concerned with granularity we can just use heatmaps.
Want to know how aggressive Cech was at coming for balls as compared to the rest of the league. We now have a heatmap for that.
Cech, in keeping with his reputation, comes for a lot of balls. Now, here’s David De Gea from 2017-18 for comparison’s sake.
Well that certainly tracks. De Gea has a reputation for not coming off his line a lot and it turns out the data shows…he doesn’t come off his line a lot. Well done data. Ok, with the basics out of the way, how can we start using this data. One way is to help better nail down what players are doing well and poorly. A few weeks ago I wrote about how Hugo Lloris was having a great season. This is broadly true. Spurs defense has been pretty meh, they give up a bunch of shots, but they don’t concede a lot of goals.
It’s all there in the piece, and it all still applies. But a lot of people reacted with incredulity. It sure felt to watchers that Lloris was very error prone. Well, turns out claimables can shed some light on that. Here’s the Lloris heatmap. He’s not particularly aggressive. He comes for 1.61% fewer balls than xClaims would predict. That’s 13th most aggressive in the league.
But now, let’s look at them more granularly. Here are the claimable balls with an over 0.3 xClaim value.
Of the 432 balls he’s faced, only 23 have cleared that bar, and he’s come for 13 of them, while xClaims suggests an average keeper would come for only 10. But, as you can see, right smack dab there in the middle, he’s missed three fat chances.
In fact, he’s only claimed 77% of these higher probability balls. We’re slicing things extremely narrowly here, so maybe it’s not great for drawing conclusions about overall performance, but Lloris flapping at three balls which are very gettable, and keepers come for between 30% and 60% of the time is certainly going to stick in the brain as not great.
There are lots of unknowns about that assessment of course. Obviously unsuccessful claims are a bad thing. But, exactly how bad they are is a complicated question. Clearly those errors haven’t really hurt Spurs this season. Are they lucky that’s the case, or is that normal. Rigorously translating keeper’s failing to claim balls that they come for into an actual relationship with goals and therefore results is a problem that’s beyond the scope of what claimables does (at least right now).
It’s a relief, however, to discover in the data an explanation for why Lloris has seemed to be error prone, even as we say with high confidence that error-prone vibe hasn’t impacted how good he is at keeping the ball out of the net. So, that’s your new keeper news. StatsBomb has a fun new tool to examine how aggressive keepers are. Keep it in your thoughts the next time the data request line is open.
Header image courtesy of the Press Association
Kevin-Prince Boateng? That Kevin-Prince Boateng? Are you sure? For real? Why?
It’s been a long and winding road for Boateng. While his younger brother settled down in Bayern Munich’s defense, Kevin-Prince has spent the better part of his career bouncing around Europe. The former Hertha, Tottenham Hotspur, Borussia Dortmund, Portsmouth, Milan, Schalke, Milan again, Las Palmas, Eintracht Frankfurt, and now Sassuolo player has finally made it though. At almost 32 years old he’s been loaned to the big time. He’s going (somehow) to Barcelona.
This isn’t Boateng’s first time playing for an elite team. He was, if not integral, at least involved with Milan the last time they were a true world power. He started 18 matches during the team’s 2010-11 Serie A title winning season, and then 15 matches over each of the next two years as they finished second and third. But that was a soccer playing lifetime ago. Since then he’s remade himself, shifting from an all action midfielder to an unconventional striker. He has played the bulk of his minutes for Sassuoulo in that role.
His baseline stats don’t really suggest there’s much to write home about though.
He doesn’t take very many shots, 2.64 per game is extremely mediocre for a forward. And the shots that he does take are terrible. His 0.07 xG per shot is literally off the charts bad for our radars. There’s no worse combination of outcomes for a striker than only being able to manage taking a small number of really unlikely shots.
Perhaps there’s something else to his contributions though? Given that he is a former midfielder and an unconventional striker at best, maybe there are some distributional aspects to his play that the numbers fail to account for. Perhaps he’s dropping deeper and creating chances for runners in behind him, or he’s an integral part of an aggressive pressing team, where he defends from the front? If that’s the case it also doesn’t show up in the numbers. Here’s how he appears on the attacking midfield radar.
It’s a slightly larger blob, but it’s not actually more impressive. His average number of touches in the box for a striker shows up impressively on the attacking midfielder template, and his pass completion percentage is pretty high. But that’s about it. There’s nothing here that suggests he’s creating a lot of opportunity for others. His expected goals assisted from open play per 90 is an exceedingly low 0.09. If he’s doing something creative with the ball, it’s not showing up in the shots he’s creating for his teammates.
In Boateng’s defense, Sassuolo play the game at a very slow pace. They’re actually slightly more invested in possession that you might expect from Serie A’s 12th place club. They play 533 passes a game, tied with Roma for the sixth most in the league and allow only 442, the sixth fewest. They’re happy to have the ball and not do a ton with it, as long as their opponent doesn’t have a chance to get the ball and attack them. It’s a necessary strategy because when they do give up the ball, they’re completely unable to stop opponents from attacking them.
Despite giving up only 13.30 shots per match, the ninth most in the league, a respectable total, the expected goals they’ve allowed from those shots is a mind blowing, 1.43, tied for the fourth worst in the league. A brief look at their defensive activity map might serve to explain why.
Against that backdrop, Boateng’s defensive contributions from the top look pretty decent. He’s committed to harrying the ball around the halfway line even if the team behind him consists entirely of, well, not much of anything.
Squint and you can almost see the stylistic appeal for Barcelona. Boateng plays up front for a midtable team that plays slowly and methodically. They insist on working the ball out of the back and are extremely patient in possession. That’s sort of Barcelona-ish. And while they turn all that possession into a mediocre number of terrible shots (a process which Boateng is an integral and negative part of) presumably when surrounded by superstar teammates that won’t be nearly as large a problem.
And defensively you can definitely see a role for Boateng as a closer. If Barcelona have a lead, bringing in Boateng for somebody like Ousmane Dembele or even Luis Suarez to shift that emphasis from attacking to defending makes some sense. Boateng can do that, the trade off will be that he’ll add much much (much much much) less on the attacking end, so much less that the trade off may not be worth it.
The question remains though. Why? It’s true that if you torture the numbers, and the scouting just right you can gin up a narrowly define role that Boateng makes sense in for Barcelona, but he’s not the only player that would make sense in that role. It’s not hard to find players that will willingly defend from the front in a substitute role. It’s especially not hard to find ones that are under 30. And while getting Boateng assures that you’re finding an unconventional attacker who is used to playing in a possession oriented system, it also assures that you’re getting an attacker who doesn’t give you much output in that system.
The benefit of being Barcelona is that there’s a lot of wiggle room to make mistakes at the margins. Going and getting Boateng on loan, whatever the reason, won’t hurt this squad overall. They’ve acquired better players for more money than Boateng who have flopped at providing frontline depth while not slowing the super team down (whither art thou Arda Turan). The main cost though is the opportunity cost. Bringing in Boateng to fill this role means not bringing in somebody younger and potentially better to fill that role.
Slice the numbers just right and it’s possible to make an argument that explains what role Boateng will fill at Barcelona. That’s fine, as far as it goes. But no matter how long you look you’ll never find a good reason for Barcelona going and getting a mediocre 32 year old to be the one to fill that role. That decision will remain a mystery
Header image courtesy of the Press Association
Jadon Sancho is blowing the doors off the Bundesliga. Callum Hudson-Odoi is sitting on the bench in the Premier League. The juxtaposition of the two has set off the latest round of an ongoing discussion about player development. How often should young prospects play? What is the best way to get them to fulfill their full potential? In short, how should development work? It’s useful to ground this conversation in an awkward, but little talked about, fact. Most footballing prospects will simply never be good enough to play for a top European club. It doesn’t matter what magic sauce you sprinkle on them, how you mold, which kinds of tender loving care, or game time or training clubs devote to them. Pay them a lot early on, or pay them nothing, in the end for most prospects it doesn’t matter. Most prospects simply don’t have what it takes. This isn’t surprising, but it can get subsumed by the visibility of the exceptions to that rule. The Class of ’92, the famed La Masia generation, players like Harry Kane, they may not quite be unicorns, but they are at the very least Sumatran Rhinos. The reality is that no matter how well a team develops their own in house talent it will always be easier, though not cheaper, to simply wait for everybody else to do the developing, and then pick the best of the crop. Against that backdrop clubs are, in effect, trying to answer two questions at the same time. First, how good is this player right now, and second, both more importantly, and more difficultly, how good will this player become in the future? In effect, the answers to those two questions determine how a team should proceed.
Not Good Enough Now, Not Good Enough in the Future
This one’s easy enough, Many a player have tried and failed to break into a squad only to be sold to teams lower down the pyramid. The league is built on players who played a couple of cup games a couple of years ago and just never quite made the leap. Often times those players go on to have long and fruitful careers playing their trade in the bottom half of the Premier League, or in the Championship. Football doesn’t end at the shores of the top 10 teams in the world. Federico Macheda is only 27 and has had a long, respectable career, just nowhere near Manchester United. There are, of course, complications. Teams will want to maximize the return on young talent it ships out, while the young players themselves will always be looking for playing time and the chance to increase both their profile and earning potential. Eventually it’s better for everybody if young players can find a new home, and the club that developed them can get paid but the path to that point is often rocky, and players can suffer, and have their development slowed during the process. One of the major iniquities in the player development system is that once it becomes clear to a club that a young player won’t have a future with them, then their interests (maximizing the value of a sale) and the player’s interests (getting playing time elsewhere and maximizing their contracts) diverge. Young players can often be hurt in that scenario. And, of course, sometimes teams get it wrong. Projecting player performance is hard. Sometimes a player who looks like a dud has an unexpected awakening. Maybe it’s a growth spurt, or a coach that finally gets through to them, or they just needed more minutes at higher levels of competition, or warmer weather or a million other things, but it happens all the time. Projecting youth talent is hard, and sometimes players turn out better than they seem.
Good Enough Now, Not Good Enough in the Future
This is sufficiently weird and rare that it’s not particularly worth spending a lot of time on. It is conceivable that a team might be in a strange situation in which a young player is their best option, but that player isn’t expected to develop into much. Maybe there are a rash of injuries forcing the side to dig deep into the academy just to make 11s meet. Maybe a cash strapped team is getting purchased by a new owner, or otherwise expecting a lot of new investment in the side. These are mostly theoretical considerations of course. Perhaps a midlevel prospect getting minutes on a team promoted into a higher division might fit the bill. Recently, maybe Jordon Ibe comes closest to mind. He was a young player that picked up minutes from Liverpool filling a role that they needed (especially after the sale of Raheem Sterling), while also not being a player expected to contribute heavily going forward. So, they did the smart thing and sold high and sold quickly. Ibe, as it turns out, isn’t even a starter at Bournemouth and certainly would not have developed into a meaningful contributor for Liverpool. Still, this category of player is mostly an accident of circumstance, and not one that teams need to spend a lot of time worrying about.
Good Enough Now, Good Enough Later
Your unicorns. There are only a handful of these players at any given time in the world. They’re your Kylian Mbappes, your Wayne Rooneys, your Lionel Messis. They’re teenagers who are better, at 19, than anybody who plays their position. At the very top of the game there are really only a couple of players in the world who qualify for this moniker. But, at lower levels this is a frequent occurrence. When super clubs go out and buy the players of the future they are generally picking from the crop of talent that the rest of the world is displaying as both good enough to play for them right now, and also likely to become even better in the future. This is, of course, also the struggle that young players face as they jump to the top teams in the world Memphis Depay was a star in the Eredivsie, and while he might have eventually developed into a player good enough for Manchester United, he wasn’t that yet when he showed up. Eventually the move didn’t work out. This happens frequently across the top of Europe. Malcom is going through it right now at Barcelona (and Ousmane Dembele almost succumbed as well). For teams that need to win now, they need to play players for what they are, not what they will become. Which leads us to the trickiest category of all.
Not Good Enough Now, Good Enough Later
The most difficult thing for an elite side to do is handle a prospect who they believe isn’t good enough to start for them now, on merit, but will be in the future. This is an area where a club like Borussia Dortmund, in the Bundesliga really does have a comparative advantage. Dortmund are talented enough that even in a down year they’re likely to make the top four. But, they’re so far behind Bayern Munich (usually anyway) that even in a good season they’re unlikely to challenge them for the title. So, they can take risks on young players. They can play players who aren’t quite good enough to merit minutes in the moment in order to develop them for the future. Sometimes when you do that, you get lucky. Turns out that Sancho is not only a great prospect, but unbelievably good at a very young age. They thought they were getting a player for the future, turns out they also got one for the present (this is also what happened with Ousmane Dembele). Though even as City fans rue their luck with Sancho it’s worth asking, even knowing what we know about Sancho right now, even knowing he’s this good, how much would he be playing for them? Would he be ahead of either Raheem Sterling or Leroy Sane on the depth chart? This developmental gap isn’t new, and it often leads to some very awkward decisions, where players get sold, develop and then are bought back by the team that didn’t have room for their growing pains. That’s the Nemanja Matic (and almost Romelu Lukaku) story at Chelsea, Mats Hummels at Bayern Munich, or even Mariano Diaz at Real Madrid. So, now we return to the Hudson-Odoi problem that Chelsea have. The team seems to believe he will be a star. They’ve offered him a lucrative contract extension. He’s making appearances in cup competitions, and getting bench appearances in the league. But Chelsea are also involved in a competitive top four race in the Premier League and are not opting to give him a bigger role at the expense of one of their over 30 wingers, Willian and Pedro. Meanwhile, Bayern Munich keep loudly offering more and more money for the young winger. There are two possible explanations for what’s going on. The first is that there is a difference of opinion about how good Hudson-Odoi is right now. Maybe Chelsea brass, and specifically manager Maurizio Sarri are underrating his ability. Maybe he’s just already better than Pedro and, for whatever reason, the manager can’t see it. If that’s the case, then obviously it would be a mistake to sell him, and Chelsea should just drop him on the field and let him learn on the job. The second explanation, is a likelier one though. Maybe, despite his bright future, Hudson-Odoi isn’t better than Willian and Pedro right now. Chelsea are in the thick of a top four battle and can’t really afford to take the competitive hit that playing their young winger would entail. Furthermore, that type of situation is likely to continue. The top of the Premier League is crowded. Every point is valuable and wins are at a premium. Bayern on the other hand frequently have seasons where they have lots of developmental minutes available. This year, where they’re in a fight for the title is the exception, not the norm. It will be pretty easy for them to play a kid who isn’t quite good enough yet and give him the space to try and become a star. Given that set of factors it would be entirely reasonable for Chelsea to opt to take the money and spend it on a surer thing than Hudson-Odoi’s future. Developing prospects is difficult. It involves getting two separate but important evaluations correct, and then maximizing your returns based on them. When trying to figure out the best course of action it’s important to be explicit about the costs and benefits both now and in the future of giving young players minutes. In Chelsea’s case that means being able to separate out discussions of how good their young winger is from how good he might be, and to then act accordingly.
As the second half of the Bundesliga season is about to kick off, Borussia Dortmund sit six points clear at the top of the table. They should be heavy favourites for the title, right?
Well, not so fast. At the time of writing, the betting markets have Borussia Dortmund at an implied probability of around 53-58% to win the Bundesliga. The favourites, yes, but not overwhelmingly so. FiveThirtyEight’s predictions have even less faith in Dortmund, putting their chances of victory at just 33%. So what is happening? Well, it won’t surprise any long time readers of StatsBomb that it’s time to take a look at our old friend expected goals. On the defensive end, things seem mostly normal, conceding 16 non-penalty goals from an xG of 17.84. A slight overperformance, but well within the bounds of normal variance.
It’s on the attacking side where things start to get interesting, with 42 non-penalty goals scored from 26.3 expected. To put it another way, Borussia Dortmund have created just 0.63 expected goals for every goal scored this season.
What’s the general hypothesis for this? Well, magic.
Ask anyone who pays close attention to expected goals and the name of Lucien Favre will receive hushed tones. StatsBomb founder Ted Knutson claimed that the Swiss coach “has a long history of high performance in the table with his teams spoofing how good xG models expect them to be. He’s done this consistently enough at Gladbach, then Nice, and now Dortmund that I believe his style of play basically exists in all the holes of naive xG models”.It doesn’t seem to matter which players he has. It doesn’t seem to matter what country he is in. It doesn’t even seem to matter how he approaches the game. Favre’s teams regularly beat xG.
The assumption of how they do it has been tactical conservatism, but aggression at the right moments. As Mike Goodman wrote here at StatsBomb back in September, “the magic of Favre is that his teams muddy up games, and press aggressively in midfield, but also manage to have cover at the back in a manner that seems to trick expected goal models”. This has certainly been the story of Favre teams in the past. His Borussia Monchengladbach side were very much in contrast to the hyper high pressing style favoured in the Bundesliga in the middle of this decade, instead looking to play more conservatively and selectively. In his time at Nice, he encountered a very different league, with French football generally being much less frantic than that on the other side of the Franco-German border. Favre responded by becoming perhaps even deeper, with the defensive activity map from his second season in the South of France showing a heavy concentration toward the team’s own goal.
And what about Borussia Dortmund this season? Well, things couldn’t be more different.
What makes things interesting is the way that Dortmund are pressing. This season, they are allowing the opposition to make an average of 12.72 passes before attempting to win the ball that’s more uncontested passes than even Favre’s Nice. What we are seeing, then, is a team that pressure the opponents heavily in their own half, but without necessarily trying to quickly win the ball back.
This makes a certain amount of sense for understanding what Dortmund are doing. Defending deep and getting bodies in the way of shots would make sense for a team that typically beat xG on the defensive side, but less so on the attacking end. As has been established, however, Dortmund’s magic is all about the attack. As for why that is remains something of an open question. The obvious answer would be that they are getting fewer opposition players than usual between the shot and the goal. StatsBomb’s model, though, includes player positions and would likely pick up at least some of this, but is actually less positive on Dortmund than more traditional xG. This does make one question whether this is sustainable or merely a positive skew in variance.
Another possible reason for this overperformance is speed. Dortmund have several players who are, to put it bluntly, really fast. Chief among the attacking players this season is old favourite Marco Reus, finally fit again and thriving in the number ten role.
Looking at what he’s doing does give some sense of how Dortmund might be tricking the model. When watching all his goals and assists this season, he seems consistently involved in fast breaks, counter attacks, and situations where the opposing defenders look like they’ve failed to track their men due to the attackers’ rapid movement.
Reus’ partner in crime is, of course, Jadon Sancho. Only ten teenagers have managed to play at least 600 minutes in Europe’s top five leagues this season. None of the other nine have managed to get and assist half as many expected goals per 90 minutes as Sancho. The scary thing is that he’s still involved in useful ball progression on top of that. Along with his great speed being obviously useful in Dortmund’s fast breaks, his dribbling ability can help slow things down on the occasions when that is required, while his passes and cutbacks from wide areas toward central players arriving in the box remains a vital part of how the side get into such dangerous positions. Sancho is making 2.48 open play passes into the box per 90 while no other Dortmund player is getting anywhere close to that. Finding future stars is extremely difficult, and there are plenty of examples of brilliant teenagers who never achieved much, but right now there’s a strong case to be made that Sancho is the most exciting young player in football not named Kylian Mbappe.
Then there is the outlandish goalscoring form of Paco Alcacer. Often coming off the bench, Alcacer has been scoring a goal every 45 minutes. The Spaniard really has been effective this season, but even a basic glance at xG shows just how unlikely he is to keep scoring at this rate.
Alcacer has scored 12 goals from 13 shots on target. Goalkeepers are going to get in the way of his chances at some point. No one is that good at kicking the ball into the goal.
As much as there might be something giving the side an extra boost, it’s hard to really be confident that they should genuinely be this far ahead of xG. Dortmund are outscoring xG from both open play and set pieces. They are ahead on both headers and shots with feet. They are ahead on chances created from crosses, created from through balls, and created from just about any other kind of pass. They are ahead on shots that were assisted and shots that were unassisted. They finish chances better than expected regardless of whether they are winning, losing or drawing. They are ahead in first halves and second halves. If there were certain types of chances, or situations, when they were specifically ahead, it would be much easier to isolate what is happening. As it is, as much as Favre’s Dortmund are playing a particular style of football, they seem to score more than expected regardless of the type of chance or situation in the game.
If there is something real happening, it likely can’t account for all of the overperformance. Dortmund could perform exactly to expectations for the second half of the season and still register as another case of Favre beating the models. The data has their expected goal difference as worse than RB Leipzig and Hoffenheim, which does seem harsh. But this may well be as close to their true level as the results.
Can Bayern Catch Up?
Everyone loves seeing a super team suffer. Bayern have been winning Bundesliga titles while barely breaking a sweat in recent years, so everyone had a good chuckle when problems started to emerge this season. But, at the risk of spoiling everyone’s fun, they look absolutely fine by the numbers, and have started to catch up to expectations after a very slow start, winning the last five games and cutting Dortmund’s lead over them to six points.
The main source of concern is Manuel Neuer. Once the belle of the world goalkeeping ball, Neuer’s shot stopping this season has been atrocious. Conceding 14 non-penalty goals from 10.10 post-shot expected goals, as well as all three of the penalties he has faced. StatsBomb currently ranks him 17th of the 18 first choice Bundesliga goalkeepers in terms of shot stopping. The obvious factor would be the injury that kept him out of almost the entirety of last season, and Bayern better hope that he’s still yet to fully recover, or simply going through an unlucky or otherwise temporary stretch of poor play, rather than permanently incapable of doing what he used to. If the latter turns out to be the case, the club will surely need to be in the market for a new number one, perhaps as early as this summer.
Other than that, it all generally looks okay for Bayern. The squad is getting older, but the experienced players are still mostly producing just fine. Robert Lewandowski is still getting plenty of good shots while doing more assisting work than ever. Thiago still does just about everything one could want of a midfielder. Arjen Robben is somehow still cutting inside on his left foot at 34. There is nothing broken about this team except the goalkeeper.
If the season reset to zero, Bayern would be strong favourites for the title, and deservedly so. This is a team with an expected goal difference per game of 1.29 against Dortmund’s 0.50. Bayern remain clearly the best team in the Bundesliga. The only question is whether they can be 6 points better over 17 games. If Bayern are able to cut the points gap further by the time Dortmund travel to Bavaria in early April, they could have a very good chance to overturn this. It remains very much in the balance, and the Bundesliga should be well set for a thrilling title race across the second half of the season.
Header image courtesy of the Press Association
Football Twitter is often skeptical of Eredivisie talents. Recent high profile players have left the Netherlands and struggled elsewhere, and it's raised questions about how players will translate outside the Eredivisie cocoon. To be fair, there have also been recent success stories. Sebastien Haller has been very productive at Eintracht Frankfurt, Davinson Sanchez has generally been solid with Tottenham, and Justin Kluivert has shown flashes of his immense potential at Roma. All of that has left the Eredivisie in something of a weird state despite its reputation as a development league: there are still gems to be found if you look hard enough, but you're not provided with the same level of certainty that you do in a league like Ligue 1.
That brings us to Oussama Idrissi, who has filled the shoes of Alireza Jahanbakhsh as AZ Alkmaar’s vibrant winger. On the surface, Idrissi’s production is on the higher end of what you would want from a 22 year old attacker. He’s taking a lot of shots from decent areas, he’s creating chances for others, and his high dribble numbers would signal that he some burst with the ball at his feet. The turnover numbers are a bit concerning, but there’s a lot to like with what Idrissi has done this season, particularly given that he’s not getting the talent bump from playing on one of the two Dutch super teams, Ajax or PSV.
But again, you see that he’s doing this in the Eredivisie and the antennas start to go up. There are genuine challenges when trying to scout young talents in Holland: there’s both anecdotal and data-led evidence to suggest it’s a more wide open league, which makes it an optimal environment for attackers to do well. Defending is not exactly the greatest, both from an individual and team aspect. The distribution in talent from the likes of PSV and Ajax (and to a lesser extent Feyenoord and AZ Alkmaar) to the lower end of the table is more pronounced than it is in other leagues, so higher end talents can really lay down the wood on lower end clubs and boost their individual numbers.
Given all those factors, when it comes to projecting future production, the bar for younger talents within Holland to be worth allocating resources for from bigger clubs around Europe is a bit higher than in other leagues. There are examples of those who’ve done that: Kluivert did so as a teenager with his ability to create separation off the dribble, and Steven Bergwijn himself showed a high level of athleticism and was a diverse chance creator. Those two were good enough that you wouldn’t be worried about them at least becoming solid players, and Kluivert is now plying his trade in Roma while Bergwijn will almost certainly get a move abroad in the next six to eight months.
Back to Idrissi, there are two question that can be asked about him:
- Has Idrissi produced at a high enough level to warrant further scouting?
- Does Idrissi pass the eye test?
The answer to the first question is yes. Even with what was said before about the Eredivisie, having individual shot volume and xG numbers that approaches the top 5% of attacking midfielders/wingers, while having notable chance creation numbers, still means something. His statistical profile is of a high usage wide player that produces tangible results in terms of individual shot statistics, and if that's even moderately translatable elsewhere, he becomes a valuable player who's not even of peak age yet.
Does Idrissi pass the eye test? That’s where things get a little bit tricky.
Let’s start off with the good, and there’s a fair amount of things to like about Idrissi’s game. One of Idrissi’s greatest strengths is something that actually doesn’t have to do with him doing anything on-ball, but rather what he does off-ball. He is very fast when it comes to running in a straight line or even making a looping run. When there's space behind the opposition defense, Idrissi will make a run towards the open space and try to be a target for a long ball over the top. During counter attacks where the ball is on the opposite side, Idrissi would use his speed to present himself as an option for a possible tap-in on the far post. You could see on a team with good passers how Idrissi could use his speed as a vehicle towards good scoring chances.
An interesting part of Idrissi's game is that he has a tendency to involve a teammate in combination play to help maneuver himself into the box for shooting chances. In particular, he'll make a grounded pass into a teammate for them to lay it off for Idrissi to use his quickness off the mark and get on the receiving end of the lay-off. It's in these instances that you see his skill on the ball in conjunction with his athleticism off of it, because he can also perform dribble moves before or after the lay-off from his teammate. There are times when this doesn't work: the lay-off is not placed properly for Idrissi to run onto or the spacing around the box is congested and they're too many bodies to navigate. But, on the whole, Idrissi can be quite clever in using combinations to generate shots.
Something that's interesting with Idrissi is that a lot of his shots this season have come from the wide left area of the penalty box. It's not hard to explain why this is the case: playing as an inverted left winger means you'll be prone to taking a fair amount of shots from the wide left channels when cutting inside. With Idrissi's tendency to use combination play to get into the box, particularly with his starting position being closer to the left touchline, that also would lead to him entering the box from the left side with few other options than to shoot. However you slice it, this could be a bit of a worry down the road because it's hard to convert chances against higher level competition from the wide areas of the box (it's one of the many things that made Sergio Aguero one of the greatest players in the PL era).
That's the good with Idrissi, and these are things in his game that you could envision translating elsewhere in the event that he makes a move to a tougher league. However, there are deficiencies that make you skeptical. Idrissi has shown some bounce off the dribble, as it'd be hard to average nearly 4 dribbles per 90 minutes without showing signs of being able to beat his marker on-ball. He's shown the ability to make multiple opponents miss during a sequence, and then follow it up with a positive event either individually with a shot or passing it elsewhere. Once in a while, he'll evade defenders from deeper areas and help progress play a bit further up the pitch. However, there are definitely times where he looks mortal. Idrissi doesn't have a lot of tricks or use a lot of feints to get separation in isolation situations when there's a switch of play. If he's on the left wing and he receives the ball, he'll size up his defender and push the ball to a certain spot in the hopes that he can use his speed to get to the ball first. Idrissi is fast, but he doesn't possess such outlier levels of speed that he can get to that ball consistently, so it can look bad at times.
Idrissi's passing hasn't shown to be a big worry against Eredivisie competition this season. He can create chances for others, as evident by his decent xA per 90 rate. He can make passes that start from the left wing and eventually land in the left halfspace if a teammate is open in that area of the pitch, and that's not an insignificant type of pass to have in your repertoire. When it comes to high difficulty passing, that's where I'm more skeptical of Idrissi's capabilities. He's cognizant of teammates making runs into advantageous areas, so he'll try to get them the ball so they have a chance to get isolated with the keeper, but he's not great with the delivery. It's somewhat similar to what Memphis Depay showed during his days at PSV where he had the awareness to attempt difficult passes, but not necessarily the execution. The worrying thing would be that if he's not able to make these passes in the Eredivisie, which has the environment that benefits attackers, one can't help but be a bit skeptical that he develops into a high level passer.
I'm not sure what to make of Oussama Idrissi as a prospect. His statistical resume is right up there with a lot of attackers around his age group across Europe, and some of the things he does when looking at the film make you want to believe that he should be with the likes of Bergwijn and Hector Lozano where you're not too worried about them moving abroad and being successful. But there are also times where the film makes it worrying to project high level production abroad with the lack of juice he can exhibit off the dribble, and the decent but not great passing he's shown. And maybe that's not fair to Idrissi. Maybe that's judging him too harshly through the lens of the Premier League and not giving enough weight to any potential successes in Serie A or Ligue 1 or even the Bundesliga given Germany doesn't have quite the daunting level of domestic competition that it had a few years back. It could just be that he goes to another league abroad other than England and more than holds his own.
I think there are two player comparisons that can be made with Oussama Idrissi. The first one would be Alireza Jahanbakhsh, that one being more of a comparison between what each did as AZ’s starting in the same position this season and last. What made Jahanbakhsh so dynamic within the Eredivisie last season was in addition to his gaudy goals and assist totals, he was such a versatile chance creator and overall playmaker that you couldn’t help but believe that his passing abilities would help him survive in the Premier League even with the questions surrounding his athleticism. It's fair to say that Idrissi and Jahanbakhsh have some differences in their skillset, but Jahanbakhsh represents an example of a talented wide attacker leaving Holland, and it's not been pretty for him even with the small sample size caveat.
The second player comparison would be with Lozano. Both Lozano and Idrissi skew towards the older range of prominent young talents in Holland, and that matters to some extent because the Eredivisie is a younger league and it’s a bit easier to dominate as a fully formed 22–23 year old. They also have somewhat similar roles as high usage wide forwards and use their off-ball speed to their advantage, albeit Lozano's speed is probably a notch or two better than Idrissi. From a statistical standpoint, what the two have done is comparable and Idrissi actually outshines Lozano in a couple of areas, which should in theory assuage some fears with Idrissi.
Despite that, there are multiple reasons why Lozano is a safer option than Idrissi. For one, Lozano has been playing at this level for multiple seasons now as a high shot volume attacker for PSV. Another reason is that between the World Cup and PSV’s group stage matches in the Champions League, Lozano’s skillset has been for the most part translatable against higher end competition, whereas Idrissi doesn’t have that same benefit of the doubt to this point as he was largely held in check against PSV, Ajax and Feyenoord. Lozano's ability to create separation off the dribble was something I was a bit skeptical of last season, but the World Cup exists as a data point in Lozano's favor because he was electric in the tournament and that matters on some level, even with international football being a more simple style of play compared to domestic football.
I am prepared for all types of scenarios with Idrissi. He could make this analysis look silly and absolutely kill it for his next club, becoming more of a household name in the process. He could also struggle a fair bit moving abroad and bring some of these issues to the forefront. Idrissi is an example of the mental exercises that talent evaluators should do when examining Eredivisie talents, and the complexities that come with hypothesizing how they'll do elsewhere. This isn't to say that clubs should be entirely skeptical of the Eredivisie when mining young talents, because you would be doing yourself a disservice and not be investigating all options to make yourself better on the pitch, but rather accepting the reality that there's some downside risk in doing so.
West Ham are the most fun midtable team in the league. Manuel Pellegrini has crafted the London side into a squad that musters enough on the attacking end to make up for the fact that they simply can’t stop anybody. Combine that with great goalkeeping from Lukasz Fabianski and what’s left is a side that performs moderately well and entertains well beyond that. West Ham being terrible defensively is nothing new. Last season they allowed opponents 1.43 expected goals per match, the third worst total in the league. This season they’re allowing opponents 1.44, the fourth worst. The stylistic differences between last season’s amalgam of Slaven Bilić and David Moyes, and Pellegrini show up in their shots conceded numbers. Bilić, and especially Moyes, played a more traditional defensive style, causing West Ham to concede a lot of shots, 15.47, the second most in the league. Pellegrini on the other hand demands that his defensive line hold firm around the top of the 18 yard box come what may, which helps reduce shot totals, eight teams are conceding more than their 13.09, just not overall defensive performance. In attack, however, Pellegrini’s changes have been about substantive improvement as well as style. West Ham are simply a markedly better attacking side than last year’s outfit. Last year the side averaged only 0.94 xG, only five teams in the Premier League were worse. They took only 9.92 total shots, the third worst average in the league. This season, they’re averaging 1.28 xG per match, the seventh best total in the Premier League, despite taking 12.05 shots per match, a mark which 13 other teams better. West Ham’s 0.11 xG per shot is the fifth best mark in the league, behind only Liverpool, Manchester City, Arsenal and Tottenham. Some of this is simply an issue of improved talent in attack. The team added a bona fide superstar in Felipe Anderson, and he’s been playing like one all season long. He’s the teams most important player in possession. He leads the squad in deep progressions per 90 with 6.72. He leads the team in xG assisted per 90 with 0.21. He has more than twice as many passes into the box from open play, 2.41, as anybody else on the squad. On the defensive side of the ball he’s third on the team in pressures with 20.61 per 90. And he also contributes a solid 0.18 xG per 90, fourth most on the squad. The fact that he has eight goals from open play (despite only 3.92 expected goals) is a wonderful added bonus, but it’s his non goal scoring skills that have really shined. And, as his fine but not spectacular radar shows (or doesn't) a number of the things he's impressive at are not things typically in a winger's game. Anderson’s ability to bring the ball forward, beat a defender and then play high risk/high reward passes into the box is an important feature for an attack that depends on strikers getting high quality shots. Javier Hernandez is living his best poacher’s life this season. He’s only played fairly limited minutes, with seven starts and seven substitute appearances, he’s turned only 19 shots into four goals while actually running slightly behind expectations. Anderson’s ability to bring the ball forward has also allowed Marko Arnautović to focus exclusively on his striker duties, and also allows Michail Antonio to focus on attacking the penalty area from the opposite wing. Broadly speaking, the left side of the squad brings the ball up the pitch and the right side finishes the move off. Arnautović and Antonio lead the team in shots per 90 with 2.96 and 2.94 respectively and trail only Chicharito in xG per 90 with 0.36 and 0.38. Arnautović poses an interesting question for West Ham. He’s currently heavily linked with a move to China. He’s 29 years old and unlikely to fetch much of a large transfer fee again. Also, West Ham, despite their successful year desperately need to reload on young talent. Weighted by minutes, the team’s average age is 28.1 years old, well older than the league average of 26.9. Only Issa Diop in defense, Grady Diangana on the wing and Declan Rice in midfield are truly young prospects. In other words, despite the surprisingly fun and competitive experience of this season, West Ham are going to have a bunch of squad work to do in the coming windows. It’s hard to justify holding onto a 29 year old, good but not great striker who can fetch a lot of money to reinvest elsewhere in the squad. Speaking of Rice, his ability to win a spot in West Ham’s midfield at only 20 is very encouraging. There’s still a large question about what kind of player he’s going to become though. Right now, he’s a strong player in possession who is good at ball retention and not much else. That’s a useful player, but not necessarily a great one. Being extremely safe and reliable in possession while being mostly average elsewhere isn’t enough in and of itself to become a great midfielder. Right now Rice is good enough to start for West Ham, but not much more. And, honestly, given how poor West Ham is defensively, and how much of the work of moving the ball up the field happens on the wings, Rice along with his partner Mark Noble are probably the weakest link in the squad. But at only 20 there’s plenty of time for Rice to develop, it’s just a question of what he’s going to add to his game. Either he needs to become more incisive when it comes to moving the ball up the field or he needs to become a better defensive presence. The first route will allow him to become more press resistant. Rather than simply maintain possession and find a safe outlet as he does now (a valuable skill in its own right), if he was able to either beat players off the dribble or play more vertical passes he’d become a player who actually turns being pressed into an advantage for his side. Or, if the defensive side of his game develops, then he’d be able to hold down the center in a system that deployed him as a lone pivot. The ability to free your other midfielders to press, knowing that Rice is behind them with not only the ability to clean up defensively, but also maintain possession when he does so, would be a huge bonus for any side. But he’s not there yet. Rice , right now, is getting an opportunity (largely thanks to the shocking development of Jack Wilshere being injured and most of West Ham’s other midfielders being bad) that few young players are afforded. He’s probably (despite his game winning goal against Arsenal) not quite good enough to be on the pitch as a regular starter, but by getting the opportunity to put these minutes under his belt at such a young age, it will hopefully help him develop the skills he needs to going forward. West Ham are pretty good and lots of fun this season. They play an open, attacking brand of football that uses their best player’s skills to the fullest. Their defense is terrible, but they mostly compensate for it. The one drawback is that the team is sufficiently old that this probably isn’t the start of a steady group of players leading the London side to regular, if limited, success. Any sustained progress from the club will have to come from a new generation of talent taking over as players in their late 20s and early 30s move on. But, if players like Rice, Diop and Diangana continue to develop there’s no reason to think that isn’t possible. This year’s success is fun, but a corps of young talented players to lead the side into the future, that’s the most exciting prospect of all. Header image courtesy of the Press Association