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FPL tools: Tips on how to best use Rate My Team for Gameweek 1 planning

There is a vast array of tools available in Fantasy Football Scout’s Premium Members Area that can help Fantasy Premier League (FPL) managers with their planning ahead of the new season.

Having explored the ‘per 90’ search filter and the ‘flat-track bully’ feature previously, today we provide tips on how managers can best make use of the Rate My Team (RMT) tool.

RMT is available only with a Premium Membership – and you can get 20% off by signing up for a full year today.

Sanity Check

The RMT can help guide our team selection by supplying a Gameweek-by-Gameweek points projection for each player.

Raphinha’s point projections for the first six Gameweeks

The estimated values are an average of what we can expect. They include every possibility from the player scoring a hat-trick to being sent off or coming on as a sub.

The RMT factors in all the different ways a player can earn or lose points.

By relying on hard data it gives us a counter to the hype and excitement that can distort our perception. As former FPL winner Simon March recently explained:

Irrational exuberance causes us to rely on unreliable prospects and it prevents us from seeing what is truly in front of us.

– Simon March, How to avoid getting carried away with your GW1 picks

The RMT provides a dispassionate sounding board for our transfer dilemmas.

Bruno or Bru’NO’?

During pre-season the RMT is useful for comparing different drafts – could we really do better without Bruno Fernandes (£12.0m) in our starting XI?

In his interview last Friday, Mark omitted the Portuguese from his team:

Interestingly, despite Mark setting up his team in a 3-5-2 formation, the RMT recommends benching Brentford midfielder Bryan Mbeumo (£5.5m) in favour of defender Vladimír Coufal (£5.0m). 

It gives this 4-4-2 line-up a projected score of 60 points for Gameweek 1 and close to 345 points for opening half dozen fixtures.

Meanwhile Tom’s recent draft features three premium-priced players with Son Heung-min (£10.0m) joining Mohamed Salah (£12.5m) and Fernandes.

Over the first six matches Tom’s side is projected to score a rounded up total of 348 points, nearly three more than Mark’s “BruNO” side.

This is largely due to his three premiums sharing the captaincy:

However, despite faring worse in the medium term, Mark’s Gameweek 1 team outscores Tom’s by 60 points to 58.

The RMT highlights the different approaches between these two elite managers, especially around their attitude to transfers and captaincy. As Mark explains:

I’m getting Mané for the early period, when I think he will play, and then probably getting rid in Gameweek 3 or 4 … people saying “oh don’t book out transfers”, yeah fine but what’s the difference between planning and booking out transfers? 

… there’s nothing wrong with looking ahead and going “right, in Gameweek 3 I could do this, in Gameweek 4 I could do this” – because I do think, hopefully, this season gives us lots of options and, in a season where you’ve got lots of options, I’m hoping that it gives something to the managers who are a bit more gutsy and a bit more dynamic and fluid with their lineups.

– Mark, Team Reveal

Whereas Tom is much more cautious with his premium assets, preferring to use the majority of his transfers on mid-priced midfielders:

You don’t want to get caught out by those guys, those big hitters you’re going to captain, personally I don’t move them around too much. And it’s that position, which is a fourth midfielder slot for me, it’s just a good price point, you can have a bit of fun with it, I don’t get attached to value, you can be aggressive … I think you can get away with it because these players aren’t going to be widely captained.

– Tom, Meet the Manager

Both these managers have been very successful with their contrasting playing styles: Tom’s achieved five top 1,000 finishes to Mark’s ten top 5,000 end-of-season ranks. But, whichever approach you prefer, the RMT can evaluate your squad’s points potential.

Building a draft

To begin, select the the Rate My Team tool from the Members’ Home menu.

Then, from the dropdown, choose ‘Build My Team‘.


Finally, select your players one-by-one from the ‘Add Player’ dropdown.

FPL tools: Tips on how to use our Rate My Team tool 4


When you have a valid squad consisting of two goalkeepers, five defenders, five midfielders and three forwards, the RMT will give you weekly totals and suggest a captain, vice-captain and bench.

Once a team is built, it can be saved and shared by bookmarking the URL.

Here are the links to Mark‘s and Tom‘s teams if you want to have a tinker.

The recommended captain pick is indicated by a small ‘c‘ after the Gameweek points projection.

Vice-captain by the letter ‘v‘, and your bench in order of preference: ‘b1‘, ‘b2‘, ‘b3‘, with the letter ‘b‘ highlighting the sub-goalkeeper.


In the example above, despite Michael Obafemi (£4.5m) having a lower projected points tally than Andrew Omobamidele (£4.0m), the RMT suggests putting him ahead of the Norwich defender on the bench.

The reason for this is that Obafemi’s total is reduced because he’s not expected to play. However, in the unlikely scenario that he does feature, he’s the better pick.

Obafemi (left) is given an expected minutes (xM) of just four, this accounts for all possible minutes he’s likely to get. In the Premier League he’s averaged 26 minutes per appearance. Should he play, his underlying points projection (adjP) is better than Omobamidele (right). Rollover a player’s projected score to reveal their adjP and xM.

So the RMT thinks it’s worth putting Obafemi in the second bench spot to make use of his superior underlying points projection (‘adjP’ in the image above) should he play. Otherwise the safer option of Omobamidele will autosub in.

And your substitutes do contribute towards your estimated Gameweek score: points from your bench are calculated based on starting probabilities. The RMT works out how many players on average won’t play, and how many points you could get from your subs.

Under the Hood

The Rate My Team tool was created by Cambridge mathematics graduate Chris Atkinson (aka RMT’s Professor), who used to work for ATASS Sports, a statistical research consultancy providing modelling and analysis for the sports industry.

The RMT uses three main components to arrive at its points projections:

  • The team model
  • Player rates
  • Playing probabilities

The team model works out, among other things, the amount of goals it expects a team to score in a match. It considers the strength of a team’s attack against the quality of the opposition’s defence.

The percentage chance of a clean sheet is predicted along with details such as save points and own goal probabilities.

The RMT also considers that yellow and red cards are more likely to go to the side doing more defending.

The overarching element, the thing that’s holding it together, is our team numbers, which we think are really really good evidenced by the fact that they are so close to the betting market.

– Chris Atkinson, creator of the RMT

Within each team, player rates are assigned to every aspect of points scoring including goals, assist and bonus points.

This is determined by a player’s position on the pitch and historical performance – if they have scored lots of goals in the past the model thinks they are more likely to score goals in future.

The final aspect of the RMT asks: how likely is a player to get on the pitch?

To get the best answer to that question requires some manual input.

Human touch

Every week we come up with the short term probabilities of players starting.

Neale‘s predicted line-ups, rated the best and most reliable team predictions for FPL, are crucial for arriving at our expected minute values.

On Fantasy Football Scout’s site they go into some depth on the latest news and manager news conferences which is a clear indication of the time and attention to detail that they put into their predictions and this is paying off with their results.

– Footstock

We also tell the RMT about suspensions, injuries, and a change in penalty takers.

A lot of work goes into keeping the RMT informed of the latest developments and its predictions will inevitably be more accurate closer to the deadline.

The Assistant Manager

All this knowledge combines to make the RMT every FPL manager’s perfect assistant.

You can use it to work out defensive rotations, build Free Hit and Wildcard squads, and help you find the best value players.

Filter players and select your Gameweek range

The ‘Players‘ section of the RMT assesses all Premier League players and lists them by expected points total. Fantasy Football Scout subscribers can also choose to order by Gameweek, price or value (total points divided by price).

Filters may be applied for club, position, and price. It’s even possible to limit the range to specific Gameweeks.

Best value defenders over the opening four Gameweeks

Once the season starts, instead of having to build a team from scratch, Premium Members will be able to enter their FPL IDs to add their current squads.

When making transfers, managers will see a before and after points tally. Is that four-point hit likely to pay off?

Points estimates Before and After Transfers

Throughout the campaign, the Rate My Team tool can help you form an opinion about players and keep you grounded in reality. It might be called Fantasy football but that doesn’t mean our players are going to get double-digit hauls every week.

TopMarx Fan of Fantasy Football and Monty Python. "Archimedes out to Socrates, Socrates back to Archimedes, Archimedes out to Heraclitus, he beats Hegel. Heraclitus a little flick, here he comes on the far post, Socrates is there, Socrates heads it in! Socrates has scored! The Greeks are going mad, the Greeks are going mad! Socrates scores, got a beautiful cross from Archimedes. The Germans are disputing it. Hegel is arguing that the reality is merely an a priori adjunct of non-naturalistic ethics, Kant via the categorical imperative is holding that ontologically it exists only in the imagination, and Marx is claiming it was offside. Follow them on Twitter

2,401 Comments Post a Comment
  1. OLD Rafiki
    • 3 Years
    2 years, 9 months ago

    Tf am I still doing with Digne in my team? :/

    1. MASTER ROSHI
      • Fantasy Football Scout Member
      • 6 Years
      2 years, 9 months ago

      Had the same feeling this morning, struggling with Digne vs Shaw

    2. Tambling5
      • Fantasy Football Scout Member
      • 5 Years
      2 years, 9 months ago

      They have great fixtures, and problems in attack may mean they need to really really really concentrate on defence!!

    3. DeathoftheParty
      • 7 Years
      2 years, 9 months ago

      Easy to switch if he looks a terrible shout... Don't panic.

  2. wulfrunian
    • 7 Years
    2 years, 9 months ago

    Already have Amartey.Which one?
    a)4.0 defender+ Raphinha/Buendia
    b)White+Benrahma/Harrison/Mwepu

    1. The Pesci challenge
      • Fantasy Football Scout Member
      • 9 Years
      2 years, 9 months ago

      B with benrahma

      1. wulfrunian
        • 7 Years
        2 years, 9 months ago

        cheers

  3. HankMarvin
    • 8 Years
    2 years, 9 months ago

    Morning all - think (hope) this is my final squad for first couple of game weeks - thoughts/comments welcome:

    Sanchez

    TAA / Shaw / White

    Greenwood / Jota / Salah / Bruno

    Toney / Antonio / Ings

    Steele / Amartey / Duffy / Gilmour

    1. JBG
      • 6 Years
      2 years, 9 months ago

      Looks really good.

      1. HankMarvin
        • 8 Years
        2 years, 9 months ago

        Thanks

    2. The Pesci challenge
      • Fantasy Football Scout Member
      • 9 Years
      2 years, 9 months ago

      I think Barnes, raph and benrahma looks better than Greenwood, jota & gilmour

      1. HankMarvin
        • 8 Years
        2 years, 9 months ago

        Thanks for the reply - maybe in due course (better balance) but packing midfield with Pool / Utd and hoping for some decent returns from favourable opening fixture runs for what should be two top 4 teams

  4. JBG
    • 6 Years
    2 years, 9 months ago

    RMT 3rd and hopefully final draft:

    Sanchez-Foster
    TAA-Shaw-Tsimkas-(Ayling-Omo)
    Salah-Bruno-Mahrez-Greenwood-Raphinha
    Toney-Antonio-(Obafemi)

    0.0 itb.

    Really considering downgrading Mahrez, can't trust Pep roulette I feel.

    1. The Pesci challenge
      • Fantasy Football Scout Member
      • 9 Years
      2 years, 9 months ago

      Pretty good, I’m going with son, raph and benrahma instead

    2. Dr. Rog
      • 14 Years
      2 years, 9 months ago

      im fairly confident on mahrez, but if you wanted to do that, just switch him for Ings

    3. Powers106
      • Fantasy Football Scout Member
      • 8 Years
      2 years, 9 months ago

      Pep roulette, yeah, I think I'm going with Jota!

  5. baines is god
    • 12 Years
    2 years, 9 months ago

    Dier or Ayling?

    Worried this new CB spurs have signed might spell the end for Dier. Otherwise seems a bargain at 4.5 mil

    1. CapK
      • 3 Years
      2 years, 9 months ago

      Ayling until we see dier is nailed

  6. timPgoodwin
    • Fantasy Football Scout Member
    • 9 Years
    2 years, 9 months ago

    Will Sanchez be replaced by Scherpen when he's fit?

    1. The Pesci challenge
      • Fantasy Football Scout Member
      • 9 Years
      2 years, 9 months ago

      No scherpen is going into the u23 when he comes back from injury

    2. Zimo
      • 5 Years
      2 years, 9 months ago

      No he needs to Scherpen his skills first

      1. DeathoftheParty
        • 7 Years
        2 years, 9 months ago

        Excellent

  7. CapK
    • 3 Years
    2 years, 9 months ago

    Who scores more GW1-3

    A) coufal / marhez / ings
    B) shaw / son / benrama

    Thanks all

    1. The Pesci challenge
      • Fantasy Football Scout Member
      • 9 Years
      2 years, 9 months ago

      A great question but I’m in B at the moment

      1. The Pesci challenge
        • Fantasy Football Scout Member
        • 9 Years
        2 years, 9 months ago

        *on

    2. OLD Rafiki
      • 3 Years
      2 years, 9 months ago

      B

    3. DeathoftheParty
      • 7 Years
      2 years, 9 months ago

      A

  8. Powers106
    • Fantasy Football Scout Member
    • 8 Years
    2 years, 9 months ago

    I'm in the FFS, FFS Members, and LMS leagues - are there any others I should be joining?

    1. Azathoth
      • 9 Years
      2 years, 9 months ago

      The League of Extraordinary Gentlemen?

  9. Sandy Ravage
    • 8 Years
    2 years, 9 months ago

    Anyone else going without Salah GW1?
    Mane & Jota to cover Mo?

    1. Powers106
      • Fantasy Football Scout Member
      • 8 Years
      2 years, 9 months ago

      I'm currently going Salah - Jota, but have no City cover so I may still be tinkering...

    2. OLD Rafiki
      • 3 Years
      2 years, 9 months ago

      Takes a big heart to do that...
      But looks strong.

    3. Hotdogs for Tea
      • 8 Years
      2 years, 9 months ago

      why not get Salah to cover Mane ? 🙂

  10. waltzingmatildas
    • 13 Years
    2 years, 9 months ago

    Which 2 out of these would you go for?
    A) barnes
    B) raph
    C) benrahma
    D) jota
    E) gundo

    On A and B at the moment

    1. The Pesci challenge
      • Fantasy Football Scout Member
      • 9 Years
      2 years, 9 months ago

      Yeah probably the best 2 in A&B

    2. JBG
      • 6 Years
      2 years, 9 months ago

      B and D imo.

    3. ryacoo
      • Fantasy Football Scout Member
      • 8 Years
      2 years, 9 months ago

      A D

  11. Azathoth
    • 9 Years
    2 years, 9 months ago

    Any idea who are gonna be Spurs defence?

    1. OLD Rafiki
      • 3 Years
      2 years, 9 months ago

      Avoid spurs diff mate.

      1. Azathoth
        • 9 Years
        2 years, 9 months ago

        Don't plan to own,just want to know.

    2. Zimo
      • 5 Years
      2 years, 9 months ago

      Reguilon the safest bet I think

    3. Steve The Spud
      • Fantasy Football Scout Member
      • 4 Years
      2 years, 9 months ago

      Tanganga dier romero regulation

      To start When all fit imo

  12. TochanMama
    • 11 Years
    2 years, 9 months ago

    Sanchez
    Shaw Tierney Coufal
    Raphina Salah Bruno son
    Ings Toney Antonio

    Foster aarons manquillo bissouma

    Best options for subs?

    Thinking of Brownhill or Gilmour over Bissouma. Even the keeper as a few people think he will lose value.

    Any thoughts?

    1. Steve The Spud
      • Fantasy Football Scout Member
      • 4 Years
      2 years, 9 months ago

      Don’t see the logic of having a Norwich defender as first sub, it’s boring but just have Ayling or white

    2. OLD Rafiki
      • 3 Years
      2 years, 9 months ago

      No TAA my haunt you in the future.

      1. TochanMama
        • 11 Years
        2 years, 9 months ago

        The thought of not having Son/Salah/Bruno is already haunting me.

        Really wishing TAA doesn't score and assist all season lol

  13. Steve The Spud
    • Fantasy Football Scout Member
    • 4 Years
    2 years, 9 months ago

    Raph or Barnes for you ? Stats slightly say Raph, fixtures say Barnes

    The 0.5 means the difference to having amartey (trash) or a nailed 4,5 like ben white for the bench

    1. JBG
      • 6 Years
      2 years, 9 months ago

      Raph and upgrade Amartey I would say.

  14. THEKID_88
    • Fantasy Football Scout Member
    • 11 Years
    2 years, 9 months ago

    Does Brownhill even start for Burnley?

    1. RVP 20
      • 3 Years
      2 years, 9 months ago

      Yes

  15. Wolfsburg Warrior
    • 12 Years
    2 years, 9 months ago

    Martinez

    White Dias Tsmikas

    Bruno Mo Greenwood Smith-Rowe

    DCL Watkins Antonio

    Thoughts?!

    1. MASTER ROSHI
      • Fantasy Football Scout Member
      • 6 Years
      2 years, 9 months ago

      Would prefer Ings + Wilson over dcl and watkins

  16. Salah(c)
    • 3 Years
    2 years, 9 months ago

    G2g?

    Sanchez

    Shaw TAA Tsimiskas

    Salah mahrez bruno harrison barnes

    Antonio wilson

    Steele white amartey obafemi

    1. Azathoth
      • 9 Years
      2 years, 9 months ago

      G2G.

  17. Taegugk Warrior
    • 5 Years
    2 years, 9 months ago

    Ayling or White

    1. JBG
      • 6 Years
      2 years, 9 months ago

      Ayling.

    2. RVP 20
      • 3 Years
      2 years, 9 months ago

      White
      Bigger CS potential
      Both of them fairly poor at attacking end

  18. Do I Not Like Orange
    • Fantasy Football Scout Member
    • 11 Years
    2 years, 9 months ago

    Tsimikas & Jota or Amartey & Greenwood?

    1. RVP 20
      • 3 Years
      2 years, 9 months ago

      tough one... maybe lpool combo

  19. RVP 20
    • 3 Years
    2 years, 9 months ago

    Am I good to go? Any twiches maybe needed?

    Schmeichel / Steele
    TAA Shaw Tsimikas / Coufal Amartey
    Salah (C) Bruno Raphinha Barnes / Brownhill
    Ings Antonio Toney

  20. Atimis
    • 7 Years
    2 years, 9 months ago

    Thoughts on that one?

    Been also thinking about Wilson in 343 instead of Gundo or Greenwood instead of Gundo in 352.

    Sanchez/Foster
    TAA/Shaw/White/Ayling/Tsim
    Salah/Bruno/Gundo/Barnes/Raph
    Ings/Antonio/Scarlett

    1. RVP 20
      • 3 Years
      2 years, 9 months ago

      i think you are G2G

    2. Abusive_Sgt_Daelrhos
      • Fantasy Football Scout Member
      • 9 Years
      2 years, 9 months ago

      Is Gundo set to go? Kdb returning soon?

    3. Abusive_Sgt_Daelrhos
      • Fantasy Football Scout Member
      • 9 Years
      2 years, 9 months ago

      I'd rather keep Greenwood and sell Raphinha tbh

      1. Atimis
        • 7 Years
        2 years, 9 months ago

        As you know, it is not possible $. Gundo should play

        1. Abusive_Sgt_Daelrhos
          • Fantasy Football Scout Member
          • 9 Years
          2 years, 9 months ago

          Oh sorry

  21. fish&chips
    • Fantasy Football Scout Member
    • 13 Years
    2 years, 9 months ago

    I think this is my final decision. What do you guys think?

    A) Bruno, Benrahma, Brownhill, Toney
    B) Son, Greenwood, Barnes, Perica / 4.5 fodder

    1. SpaceCadet
      • 10 Years
      2 years, 9 months ago

      A

    2. RVP 20
      • 3 Years
      2 years, 9 months ago

      Easy A

    3. fish&chips
      • Fantasy Football Scout Member
      • 13 Years
      2 years, 9 months ago

      Cheers both I guess you are right and that's what I've been on all week. Think I'm just tinkering too much now!

  22. SpaceCadet
    • 10 Years
    2 years, 9 months ago

    Toney or Raphina?

    1. Abusive_Sgt_Daelrhos
      • Fantasy Football Scout Member
      • 9 Years
      2 years, 9 months ago

      Raphinha

    2. wulfrunian
      • 7 Years
      2 years, 9 months ago

      Raphinha.Tricky fixtures for Brentford imo against good defences.

  23. Zilla
    • 6 Years
    2 years, 9 months ago

    LMS code?

    1. Holmes
      • 10 Years
      2 years, 9 months ago

      6dcode

  24. Abusive_Sgt_Daelrhos
    • Fantasy Football Scout Member
    • 9 Years
    2 years, 9 months ago

    Would you rather have Digne or Gundogan?

  25. Andre_The_Giant
    • 4 Years
    2 years, 9 months ago

    Is ESR nailed?

    1. Miguel Sanchez
      • Fantasy Football Scout Member
      • 7 Years
      2 years, 9 months ago

      Yes

  26. mack
    • 5 Years
    2 years, 9 months ago

    Template I know but G2G???

    Sanchez (Steele)
    TAA Shaw Tsimikas (White Ayling)
    Salah Son Mahrez Greenwood Raphinha
    Ings Antonio (Scarlett)

  27. Herman Toothrot
    • Fantasy Football Scout Member
    • 11 Years
    2 years, 9 months ago

    I think I'm done.

    Sanchez
    TAA / Shaw / Tsimikas
    Mahrez / Bruno / Salah / Barnes / Benrahma
    Wilson / Antonio

    Gunn / Veltman / Amartey / 4.5

    1. Miami Monkey
      • 10 Years
      2 years, 9 months ago

      Why Gunn?

  28. TochanMama
    • 11 Years
    2 years, 9 months ago

    Veltman, Ayling or White?

    As 1st sub ofcourse

    Already got
    Shaw Tierney and Coufal in a 343

  29. baines is god
    • 12 Years
    2 years, 9 months ago

    Sanchez (Forster)
    Amartey White Tsmikas (Dier, Ayling)
    Mahrez Grealish Mane Salah (Bissouma)
    Vardy Barnes Antonio

    great team with differentials like Mahrez and Mane and Vardy ready to fire.
    Even if Amartey/Tsmikas lose their places i'm sure more 4.0 starters will pop up as the year unfolds.
    Gambling against Man United, who I think have overperformed for 2 years. Can't keep getting this many penalties.

    Great differential team that gives me a legit shot at a top 500 finish

    1. Eat my goal!
      • Fantasy Football Scout Member
      • 5 Years
      2 years, 9 months ago

      Bruno scored nine pens
      Salah six

      It’s not as big a differential as you think!

      1. AC/DC AFC
        • Fantasy Football Scout Member
        • 8 Years
        2 years, 9 months ago

        Good point.

    2. Salan
      • 14 Years
      2 years, 9 months ago

      Man United getting many penalties is not related to performance or luck.

  30. ryacoo
    • Fantasy Football Scout Member
    • 8 Years
    2 years, 9 months ago

    Anyone still on Jota? I just like the fact he's one move away from Raph/Barnes/Benrahma

    1. Herman Toothrot
      • Fantasy Football Scout Member
      • 11 Years
      2 years, 9 months ago

      I switched him last night for Tsimikas.

      Firminho looking sharp.

      1. ryacoo
        • Fantasy Football Scout Member
        • 8 Years
        2 years, 9 months ago

        Looking sharp in a reserve game though and 5 days before the season starts - surely a long shot for him to start again?