When comparing players in the Premium Members Area of Fantasy Football Scout, itโs often useful to look at their โMinutes Perโ stats or check the โper90โ filter to level the playing field.
This makes a comparison between players with disparate playing times more insightful.
Ideally we want to target players who are certain starters, but first XI players may have missed a period through injury or perhaps theyโve burst onto the scene and gone on to establish themselves after impressing as a sub.
โMinutes Perโ or โper90โ allows us to see who performs best if playing time were equal.
However, itโs important not to forget time played entirely; a sub who makes an impact off the bench might top a per90 stats table but that doesnโt mean we should be adding them to our Fantasy team.
By the same token, players who regularly complete matches will suffer compared to those taken off earlier in the game. Last season Gabriel Martinelli (ยฃ6.0m) averaged 64 minutes per match, so is looking at his per 90 stats slightly misleading if heโs not playing 90 minutes? A per appearance comparison might be better.
As always, context and interpretation is important.
Refining Results
To help improve the results of a per90 comparison, last season we added two important filters to our Player Stats tables:
- Minimum Appearances (โMin Appโ)
- Minutes Played per Appearance (โMins/Appโ)
Now we can refine our sample size by filtering out players who havenโt played many games, and we can also remove substitutes by setting the Minutes per Appearance (โMins/Appโ) filter.
- top ten โminutes per expected goalsโ from 2021/22 with Mane and Aubameygang removed
Applying these settings to our KPI Attacking table and sorting by โMinutes per Expected Goalโ makes for interesting reading.
Raheem Sterling (ยฃ10.0m) and Gabriel Jesus (ยฃ8.0m) feature prominently but while both are likely to get more pitch time this season, will they sustain their impressive โminutes per expected goalโ rates away from Man City?
Conditional Formatting
Premium Members have the option to refine their results even further when creating a custom Members table.
The โConditionsโ in a custom Members table act like the filters in Player Stats.
But, unlike in the Player Stats section, thereโs no restriction on the filters/conditions that can be applied. So you can be much more specific with your requirements.
Perhaps you feel a minimum of 60 minutes per appearance is too generous and that 70 minutes would be better, you can apply that setting in a custom Members table.
- top eight โxG per Shot Non-Penaltyโ from 2021/22 with Mane removed
When creating this โHigh Quality Chancesโ table, rather than filtering by the number of appearances I decided to set a minimum number of non-penalty shots instead. I also upped my โMinutes Played per Appearanceโ to a floor of 70 minutes and added a โMinutes Played per Startโ filter.
The table throws up some fascinating results but perhaps raises more questions than answers.
Playing for a new team, in a new system, will Sterling continue to be presented with such high-quality chances? Or will Thomas Tuchel adapt his approach to get the best out of his new recruit?
Will Phil Fodenโs (ยฃ8.0m) xG per Shot suffer following the arrival of Erling Hรฅland (ยฃ11.5m) as centre forward?
Can the elite finishers from that table, Son Heung-min (ยฃ12.0m) and Jamie Vardy (ยฃ9.5m), who needed just 0.7 and 0.69 xG to score one goal, maintain their high level in front of goal?
Time Out
Whether itโs used for filtering results or for making an informed comparison, โtime playedโ is one of the most important considerations for a Fantasy manager.
And with the implementation of the five substitutes rule next season, itโs likely to play an even greater role in our decision-making.
In part two, we’ll reveal the tweaks weโve made to our time played stat used for all โMinutes Perโ and โper90โ metrics. In particular how weโve improved the minutes recorded for those substituted in a match.
Often a stat we take for granted, playing time can have a crucial bearing on the stats tables we use when planning our transfers.

