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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. Powerplay
    • 5 Years
    2 years, 8 months ago

    TAA or Son

    1. Bavarian
      • 6 Years
      2 years, 8 months ago

      TAA

    2. Feed tha Sheep
      • 11 Years
      2 years, 8 months ago

      TAA

    3. Dr. Rog
      • 14 Years
      2 years, 8 months ago

      not a well formulated question. Depends what you are doing with the rest of the money of course...

      Son obviously in a vacuum.

      1. Powerplay
        • 5 Years
        2 years, 8 months ago

        fair point but didn't want to fill space with yet another team...appreciate the feedback

    4. OLD Rafiki
      • 3 Years
      2 years, 8 months ago

      This question is dilemmic. But TAA looks fine.

    5. chriscosta
      • 13 Years
      2 years, 8 months ago

      i Gone with Son

  2. Feed tha Sheep
    • 11 Years
    2 years, 8 months ago

    I have 12m for a def and a midfielder which is best?

    A. Cresswell/Pereira/Stones & Raphina
    B. White & Gundagon
    C. Other

    Sanchez Steele
    TAA Shaw ??? Ayling Tsimikas
    Salah Bruno Barnes ??? Gilmour
    Ings Antonio Toney

    1. chriscosta
      • 13 Years
      2 years, 8 months ago

      B

  3. Johnny too hotty
    • Fantasy Football Scout Member
    • 12 Years
    2 years, 8 months ago

    Are the general thought that amartey appeal has gone now they are singing vestegard?

    1. JBG
      • 5 Years
      2 years, 8 months ago

      Pretty much yeah.

  4. marcos11
    • 3 Years
    2 years, 8 months ago

    Stones or Digne?

    1. OLD Rafiki
      • 3 Years
      2 years, 8 months ago

      Which one of them has faced more rotation than the other?

      1. marcos11
        • 3 Years
        2 years, 8 months ago

        Digne is more nailed and has better attacking potential but City’s defense tend to keep a lot more cs than Evertons

        1. Salan
          • 14 Years
          2 years, 8 months ago

          In a match City got CS but Stones not start (>60 mins), it's meaningless.

    2. I SPEAK ENGELS AND DRINK GI…
      • 4 Years
      2 years, 8 months ago

      hmmm yeah valid point. Im on the same dilemma. Stones more diff

  5. Miami Monkey
    • 10 Years
    2 years, 8 months ago

    What 4.0 with Sanchez and why not Steele? See some people with Gunn. And Foster just seems like his price will drop, no?

    1. JBG
      • 5 Years
      2 years, 8 months ago

      Just pick whoever you want. Backup GK is something you really shouldn't overthink.

    2. Sailboats
      • 8 Years
      2 years, 8 months ago

      Foster might start

    3. Holmes
      • 10 Years
      2 years, 8 months ago

      I have already got triple Brighton, so Steele isnt an option

      1. JBG
        • 5 Years
        2 years, 8 months ago

        What? Sanchez, Veltman(?) and ?.

        1. Holmes
          • 10 Years
          2 years, 8 months ago

          and Gross

  6. I SPEAK ENGELS AND DRINK GI…
    • 4 Years
    2 years, 8 months ago

    How about this team?

    Sanchez - Steele
    Shaw - TAA - Stones - Tsimkas - White
    Salah - Bruno - Barnes - Raphinha - Brownhill
    Ings - Antonio - Toney

  7. Budgies
    • 4 Years
    2 years, 8 months ago

    Is Torres worth a punt at £7m? Starting up front and will pick up Mid defensive pts too.

    1. EugeMurts
      • Fantasy Football Scout Member
      • 2 Years
      2 years, 5 months ago

      Injured for 2021

  8. Dr. Rog
    • 14 Years
    2 years, 8 months ago

    Watkins Maupay Benrahma Konsa Egan

    Imagine if Brentford still had these players. They'd probably be doing a Leeds this season

  9. Bavarian
    • 6 Years
    2 years, 8 months ago

    Shaw or Stones?

    1. JBG
      • 5 Years
      2 years, 8 months ago

      Shaw, bigger attacking threat.

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

      Not Shaw

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

    Benrahma or Antonio?

    1. Sailboats
      • 8 Years
      2 years, 8 months ago

      tony

    2. JBG
      • 5 Years
      2 years, 8 months ago

      Antonio.

    3. chriscosta
      • 13 Years
      2 years, 8 months ago

      i gone with Benrahma

    4. Gomolon
      • 9 Years
      2 years, 8 months ago

      Both!

  11. JBG
    • 5 Years
    2 years, 8 months ago

    Really annoys me that strikers like Jesus and Martial are overpriced(imo.) Jesus has rarely if ever been a 8.5 player and Martial has had 1 really good season for MU.

  12. OLLY G
    • 7 Years
    2 years, 8 months ago

    Sanchez or Bachmann?

    1. marcos11
      • 3 Years
      2 years, 8 months ago

      Sanchez

    2. chriscosta
      • 13 Years
      2 years, 8 months ago

      Sanchez, i think he have more CS and Saves

  13. King Kohli
    • 11 Years
    2 years, 8 months ago

    Any 4.5gks worth getting other than Sanchez/Bachmann?

    Like Brighton defenders more at 4.5 and don't want to double up while Foster's ownership and potential price drop makes me not want Watford keepers

  14. vova
    • 13 Years
    2 years, 8 months ago

    Any other weirdos like me that try and avoid players from your favourite team in FPL?

    1. fish&chips
      • Fantasy Football Scout Member
      • 13 Years
      2 years, 8 months ago

      As a Preston fan I unfortunately have never had that luxury

      1. chriscosta
        • 13 Years
        2 years, 8 months ago

        i Would really love for your team to be promoted to the PL !!

  15. Miami Monkey
    • 10 Years
    2 years, 8 months ago

    Which 4.5 Fwd?

    1. vova
      • 13 Years
      2 years, 8 months ago

      really doesn't matter, none of them will play really. Obafemi and Perica seem to be the most popular options.

  16. Jrs
    • Fantasy Football Scout Member
    • 6 Years
    2 years, 8 months ago

    Nearly time! Can anyone recommend the best option for a 4.5m forward? Are any of them getting minutes? Thanks

    1. RyanMK
      • Fantasy Football Scout Member
      • 5 Years
      2 years, 8 months ago

      Obafemi is the go to I reckon

  17. RyanMK
    • Fantasy Football Scout Member
    • 5 Years
    2 years, 8 months ago

    Suggestions for 4.5 defender that is not Veltman or White?

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

      Ayling, Lowton