Explaining level changesCassie Wilkins v Pippa Brady (Sat 08 Jun 2024)Match won by Pippa Brady. Result: 5-6. Starting level for Cassie Wilkins: 1,017, level confidence: 66%. Starting level for Pippa Brady: 1,246, level confidence: 52%. Pippa Brady to win as she is currently playing 23% better than Cassie Wilkins. Pippa Brady won 55% of the points. As Pippa Brady has played below her allowed range at 1,152, her level reduction is 4.6% before damping. On the assumption that Pippa Brady would normally have been playing at level 1,229 (based on typical behaviour), Cassie Wilkins played better than expected and therefore gains a pre-damping level increase of 5.7%. As this is a best of 1 match rather than best of 5, these adjustments have been reduced to 3.3% and 4.1% respectively. Factoring in the relative levels of confidence which allows players with low confidence in their levels to change more quickly, the adjustment for Pippa Brady changes to -3.3% and Cassie Wilkins changes to +3.3%. After applying standard match damping, the adjustment for Pippa Brady becomes -2.9% and for Cassie Wilkins becomes +3.1%. Apply match/event weighting of 50% for 'Redland Boxes' so the adjustment for Pippa Brady is -1.4% and for Cassie Wilkins is +1.6%. Increase level confidence due to one more match played. Pippa Brady: 72%, Cassie Wilkins: 81%. Reduce level confidence based on how unexpected the result is. Pippa Brady: 68%, Cassie Wilkins: 76%. Final level for Cassie Wilkins: 1,033, level confidence: 76%. Final level for Pippa Brady: 1,228, level confidence: 68%. Notes- This calculation is done in two main parts; first work out the adjustment needed to match the results
and then apply damping. This means that levels should always be 'about right' but the time taken
to get there or the volatility is dependent on the damping.
- A level also has 'level confidence' which drops if players haven't played for a long time or have had
enexpected results. As low confidence levels adjust more quickly than high confidence levels, it allows
these players to find their level more quickly without impacting their opponent's level too much.
- Point scores are used as well as game scores for accuracy - particularly important for 3-0 results -
though we can work with game scores only too, albeit with more damping.
- Mismatched players are allowed for - you don't have to hammer your opponent. See explanation above
if this applies to this match.
- The section on damping is where we still have some options. We have recently made a change to damp
league matches more than tournament matches and box matches even more than that. This gives added
weight to the more important matches.
- There are occasional, very small adjustments made to all players to keep the averages constant which
are not covered here.
- You don't get a bonus just for winning - if you want to go up you have to play better
than expected against your opponent.
- We have spent more than 5 years fine tuning the level calculations based on tens of thousands of match results
and a great deal of feedback from players, team captains and coaches. It's the most usable and accurate
ranking system there is in any sport, let alone squash.
- For a more complete explanation of how levels are calculated (on which this system is based) see the help file
here.
- If you have thoughts/opinions on the above or any feedback on the way levels are calculated or updated,
please contact us.
We welcome all feedback, although we are keen squash players ourselves and would pefer to be on-court than
in front of a screen so please be patient and please do try to see if your question has already been
answered on the help page. We are unable to
answer questions about hard anyone played in their match - we only get to see the results - and if your
level didn't increase as expected please make sure you've looked at the above explanation before
contacting us. If you want to go up the levels, train harder, listen to your coach and win more points.
Or just be incredibly talented!
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