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Streaky Sanchez and Consistent Ozil Investigated

As we consider how to allocate Sergio Agüero’s funds amongst our teams, a common question seems to be around who to pick out of Arsenal midfielders Mesut Özil and Alexis Sánchez. This Hot Topic from Carpe Diem came to the conclusion that Sanchez is the streakier player, and made the better short term choice. I decided to look back over the data for both players from 2014-15 and 2015-16 to see if I felt the same. My instinct going in is that Ozil’s points would closely correlate with Sanchez’s, and therefore getting Ozil would allow Fantasy managers to get similar scores (probably slightly lower on average) without having to find as much cash to do so.

Season 2014-15

Sanchez – 16 goals, eight assists, 29 bonus from 2944 minutes (Interestingly my own data only has 2854 minutes. Obviously something has gone wrong)

Ozil – four goals, six assists, 13 bonus from 1857 minutes (again, my data has 1777 minutes. 90 missing minutes for some reason… but the goals etc match up, so shouldn’t impact much).

The first thing to notice is that Ozil played only 63% as much as Sanchez, so will be hard to get a perfect analysis. But we’ll see what we can do.

Sanchez analysis

  1. His 16 goals came in 12 scoring games. Two clumps (one goal in each of GW3 and GW4, and six goals between GW8-GW11) in support of Carpe Diem’s Streaky Sanchez.
  2. Of his eight assists, only two (in GW1, and GW15) came as the only point scoring action. They tend to just be additional explosive points.

His scores overall (only counting Goals/Assists/Bonus) look like this:

3, 0, 8, 5, #, #, 0, 11, 13, 13, 8, 0, 0, 6, 3, 7, 0, 10, 0, 0, 16, 0, #, #, 0, 0, 0, 6, 0, 0, 11, 0, 0, 13, 0, #, 0, 0

(# indicates played fewer than 45 minutes without getting any points of interest)

Clearly there is some indication here of ‘Streaky Sanchez’, but his big scores of 16, 11 and 13 in Gameweeks 21, 31 and 34 respectively, came streakless.

Ozil analysis

  1. Four goals, in four games.
  2. Six assists, in four games.
  3. A big patch of not playing in the middle, right around the time that Sanchez was hitting his big streaks. So that lends no support in favour of my theory that Ozil plays a big role in Sanchez’s explosivity.
  4. One hot streak between Gameweeks 23 and 27, which also connected to a Sanchez missing some time on the field.

His scores overall (only counting Goals/Assists/Bonus) look like this:

#, 0, 0, 0, 10, 2, 0, #, #, #, #, #, #, #, #, #, #, #, #, #, #, 10, 6, 9, 0, 7, 0, 0, #, 7, 0, 0, 0, 0, #, 0, 0

Putting those two chunks together looks like this:

Sanchez: 3, 0, 8, 5,  #,  #, 0, 11, 13, 13, 8, 0, 0, 6, 3, 7, 0, 10, 0, 0, 16,  0,  #, #, 0, 0, 0, 6, 0, 0, 11, 0, 0, 13, 0, #, 0, 0

Ozil:         #, 0, 0, 0, 10, 2, 0,  #,  #,   #,  #, #, #, #, #, #, #,  #,  #, #,  #,  #,  10, 6, 9, 0, 7, 0,  0, #, 7,  0, 0, 0, 0, #, 0, 0

Long story short – can’t see much correlation from 2014-15! There is literally only one game (Gameweek 31, at home to Liverpool) when they both picked up points. Sanchez scored more points, at a higher rate (4.07 points per 90 minutes, compared to Ozil’s 2.47). Will my theory hold up any better for last year’s data?

Season 2015-16

Sanchez – 13 goals, five assists, 17 bonus from 2436 minutes (My data matches up perfectly this time with the FPL history)

Ozil – six goals, 19 assists, 30 bonus from 3036 minutes (again, my data is fine. Thank god)

Sanchez analysis

  1. His 13 goals came in nine scoring games. Two clumps (six goals between GW7-GW9, and six goals between Gameweeks 29-34) in support of Carpe Diem’s Streaky Sanchez analysis.
  2. This time, of his five assists, four came as the only point scoring action. Two during his late season streak (Gameweeks 28 and 30) and two standing alone (Gameweeks 2 and 14).

His scores overall (only counting Goals/Assists/Bonus) look like this:

#, 3, 0, 0, 0, 0, 18, 13, 7, 0, 0, 0, 0, 3, #, #, #, #, #, #, #, #, #, 0, 0, 0, 0, 3, 5, 3, 11, 5, 7, 13, 0, 0, 6, 0

Ozil analysis

  1. six goals, in 6 separate games.
  2. A whopping 19 assists, across 16 games in total. Of these 15 came between the 5th and 19th game, as he hit a rich vein of points.

His scores overall (only counting Goals/Assists/Bonus) look like this:

0, 5, 0, #, 3, 0, 3, 10, 9, 3, 7, 6, 6, 8, 4, 3, 8, 0, 11, 0, 0, #, 0, 0, 7, 6, 10, 0, 0, 0, 0, 5, 0, 0, 0, 0, #, 3

Putting those two chunks together looks like this:

Sanchez: #, 3, 0, 0, 0, 0, 18, 13, 7, 0, 0, 0, 0, 3, #, #, #, #,  #, #, #,  #, #, 0, 0, 0,  0, 3, 5, 3, 11, 5, 7, 13, 0, 0, 6, 0

Ozil:        0, 5, 0, #, 3, 0,   3, 10, 9, 3, 7, 6, 6, 8, 4, 3, 8, 0, 11, 0, 0, #, 0, 0, 7, 6, 10, 0, 0, 0,  0, 5, 0,   0, 0, 0, #, 3

So, there was some more correlation, particularly with Sanchez’s initial hot streak. While Sanchez scored six goals across three games, Ozil got one goal and four assists. But in Sanchez’s second streak, Ozil got no assists, and just one goal. Similarly, during Ozil’s hot streak, it was not Sanchez that was profiting from Ozil’s assists. So it seems my anticipated correlation is nowhere to be seen, and Carpe Diem’s Streaky Sanchez theory is probably about right. He didn’t show the evidence from Ozil, which is what prompted me to take another look – but it doesn’t seem to change the conclusion.

Conclusion

Although Ozil had a phenomenal season last year, and outscored Sanchez – it seems primarily due to Sanchez’s long layoff in the middle of the season. Sanchez had 3.46 points per 90 minutes, compared to Ozil’s 3.38. When Sanchez is on the pitch, looking at the data above, one could make the argument that it is to the detriment of the German. The majority of Ozil’s highest scores come when Sanchez is absent. Certainly, my Aguero money will be being used to fund a Sanchez purchase, at least for the short term.

Spreadsheet Built a spreadsheet for fantasy football. Got a bit out of hand now.

41 Comments Post a Comment
  1. J0E
    • Fantasy Football Scout Member
    • Has Moderation Rights
    • 14 Years
    7 years, 8 months ago

    Thanks for this. Certainly looks good for Sanchez in GWK 4.

  2. A.T
    • 13 Years
    7 years, 8 months ago

    Cat ➡ pigeons

    1. @fpl_phenom
      • 8 Years
      7 years, 8 months ago

      Oh no.... I can't start again

  3. JoshHuntCUFC
    • 8 Years
    7 years, 8 months ago

    Current front 3 is: Aguero, Ibra, Gray.

    Who is best to get in for 3 games to replace Kun?

    Shall I save my 2nd transfer for an impending Gray ban, or strengthen my midfield now?

    1. Moore FPL
      • 9 Years
      7 years, 8 months ago

      I've already done Firmino/Kun -> Sanchez/Costa
      Will take a hit for Gray if he gets a ban

      1. Moore FPL
        • 9 Years
        7 years, 8 months ago

        Also, Kun only banned for 2 league games, 3rd is a cup game

  4. Grand Thibauto
    • 9 Years
    7 years, 8 months ago

    San(C)hez!

    1. Moore FPL
      • 9 Years
      7 years, 8 months ago

      YES!

  5. SpaceCadet
    • 10 Years
    7 years, 8 months ago

    Benteke or defoe?

    1. noquarternt
      • 8 Years
      7 years, 8 months ago

      Err...the question was Ozil or Sanchez.

    2. BERGKOP
      • 12 Years
      7 years, 8 months ago

      Defoe for me. At least for now

    3. Mike__mma
      • 7 Years
      7 years, 8 months ago

      Defoe. 3 home games in 4 incoming

  6. Christina.
    • 14 Years
    7 years, 8 months ago

    Those streaks of nothing from Alexis was a real killer last season.

  7. Carpe Diem
    • 7 Years
    7 years, 8 months ago

    Glad to see that my initial theory was right, great work 🙂

    1. Spreadsheet
      • Fantasy Football Scout Member
      • 10 Years
      7 years, 8 months ago

      Really was trying to prove you wrong! Ho hum...

  8. SAY SOMETHING SIGNIFICANT
    • 8 Years
    7 years, 8 months ago

    I was erring on the side of Sanchez as he is the better captain choice, and this has certainly pushed him further ahead.

  9. noquarternt
    • 8 Years
    7 years, 8 months ago

    No doubt Sanchez is better than Ozil, hence the difference in price. But interesting nonetheless.

    1. Spreadsheet
      • Fantasy Football Scout Member
      • 10 Years
      7 years, 8 months ago

      Yeah, Sanchez is better (though price itself is not proof of that - see Mahrez last season). But what I expected to find was that Sanchez wasn't necessarily worth the extra millions, as Ozil could grab a better value score - then we could use that extra cash to improve elsewhere. But the data didn't back me up, so scrap that!

  10. FPL_Crisis
    • Fantasy Football Scout Member
    • 13 Years
    7 years, 8 months ago

    great work @spreadsheet!

    i think Sanchez is the better option, especially when needing captain choices. For those spending some / all of the Kun funds, i believe it will be easier to downgrade Sanchez later than to upgrade Ozil. In the meantime, we'll have a few more weeks sample.

    One thing you can't underestimate is that Ozil benefitted from the absence of Cazorla last season. Having a fit Cazorla most likely helps the team but not Ozil (IMO).

    Sanchez has averaged 1pt every 14-15 mins the past 2 seasons.
    Ozil has averaged slightly worse over 3 seasons at just over 1:15 but i'd expect that to increase somewhat with Cazorla fit.

    1. Spreadsheet
      • Fantasy Football Scout Member
      • 10 Years
      7 years, 8 months ago

      My (intended) plan for bringing Aguero back largely relies on downgrading Sanchez to Cazorla, so it'll be interesting to see how they play with everyone fit at the same time. I'll be relying on Cazorla's penalties to tide me over I think, and hoping that Aguero outscores Sanchez.

  11. IWR
    • 8 Years
    7 years, 8 months ago

    Anyone taking both of them?

    1. tm245
      • 12 Years
      7 years, 8 months ago

      Very seriously. It is down to KDB, Ozil, Payet for me with the Aguero cash as I already own Hazard and Sanchez.

  12. Forza
    • Fantasy Football Scout Member
    • 9 Years
    7 years, 8 months ago

    So Giroud could be bad for Sanchez, Sanchez is bad for Ozil, and Ozil is probably bad for Cazorla... http://i.imgur.com/z2QcqZl.gif

    1. nonprophet
      • Fantasy Football Scout Member
      • 8 Years
      7 years, 8 months ago

      Hahaha and arsene wenger is bad for arsenal

    2. @fpl_phenom
      • 8 Years
      7 years, 8 months ago

  13. tm245
    • 12 Years
    7 years, 8 months ago

    Nice work gathering the data, thanks for the article. It is always good to read the actual details of last FPL exploits instead of going by memory or conventional wisdom.

    One piece of the puzzle to also consider is that FPL points are the end product of hiw the game has assigned points to the action on the pitch, so without some analysis of how they play together and apart we might still be looking at correlation instead of causation here. If we only follow their FPL points as a guide to future returns, we don't have a strong enough foundation for prediction IMO. Xhaka, healthy Cazorla, the existence of a real alternative to OG in the signing of Perez, all could have an impact on these two main men that we haven't often seen in the past.

  14. FPL P0ker PlAyer
    • 9 Years
    7 years, 8 months ago

    Thanks for this useful food for thought SPREADSHEET.

    As if to prove Gregg Easterbrook right, I've just tortured your numbers and got them to confess that your conclusion might be wrong!

    If you only look at the points scored when they both played in the same games last season you will find they scored the same number of points. Furthermore, Ozil outscored Sanchez more often (12 times to 8) than the other way round. A strong case for going for Ozil over Sanchez perhaps?

    1. Spreadsheet
      • Fantasy Football Scout Member
      • 10 Years
      7 years, 8 months ago

      You're not wrong. Ozil's hot streak certainly showed high scores regardless of Sanchez. I had expected to find Ozil showing high scores at the same time as Sanchez, but that's not really what the data showed. I don't think I've shown that Ozil is a bad choice, but I think if Sanchez can be afforded - he's the better shout. Depends how you would use the spare 1.5 or so that Ozil affords.

      1. FPL P0ker PlAyer
        • 9 Years
        7 years, 8 months ago

        Fair comment, and yeah, how you spend the spare 1.5m is the crux of the matter. Incidentally, I had Sanchez for his points last gameweek, so I'm not being biased against him. ;p

  15. Arctic_Orangutans
    • 8 Years
    7 years, 8 months ago

    not sold on an ozil sanchez double up after looking at this spreadsheet.
    Maybe payet or de bruyne instead.

    Thoughts?

  16. FrankieTheGent
    • 9 Years
    7 years, 8 months ago

    Great article. I am sitting on Ozil in a WC team and this is making me think about it.

  17. Bolivian Seaman
    • 13 Years
    7 years, 8 months ago

    Excellent article. It means get Ozil when sanchez is not playing and Sanchez looks good for gw4

  18. TLF
    • Fantasy Football Scout Member
    • 8 Years
    7 years, 8 months ago

    Any recommendations for the best websites for stats analysis please ?

  19. wowBOBwow
    • 7 Years
    7 years, 8 months ago

    I'm starting to lean towards not having either of them and going with Giroud instead.

    Is Le Donkey a definite starter for Arsenal with Perez arriving?

    1. @fpl_phenom
      • 8 Years
      7 years, 8 months ago

      It's not clear yet... That's why it's not a popular choice...
      I'd expect perez to start but can't get him until we know for sure... Gone for Ozil and used the spare cash to have more of a balanced squad.... Would Live Sanchez but realistically either of them could have a savage week or just as easily blank and Cazorla will troll us all and the casuals will get all the points !

  20. Sad Pablo Arsecobar
    • 7 Years
    7 years, 8 months ago

    Ive gone ozil and upgraded a 4.5 to koscielny instead. I figured those clean sheets hes gonna be getting with mustafi is worth the spendage

  21. Jerryblock
    • 11 Years
    7 years, 8 months ago

    Guys, I have played my WC, can you please tell me what you think of my team?
    Wanted to take Sanchez but didn't have the funds so I took Ozil...

    De Gea - Foster
    Valencia - McCauley - Van Arnolt - Baines - Kingsley
    Hazard - Ozil - Sterling - Capoue - Barry
    Ibra - Costa - Negredo

    Cheers guys!

  22. uptheboro
    • Fantasy Football Scout Member
    • 9 Years
    7 years, 8 months ago

    Just caught up with this, excellent work

  23. Go88
    • 7 Years
    7 years, 8 months ago

    OUT: kun + tadic
    IN: 1)costa + ozil
    2) Lukaku + sanchez
    3) Lukaku +ozil
    4) costa + sanchez

    with opting for ozil over sanchez can save 1.5
    and Costa doesn't have a good run of fixtures.

    Guys what do you suggest?