All posts by Tim Sevenhuysen

Tim Sevenhuysen is the founder and sole developer of Oracle's Elixir and provides a variety of consulting and contracting services throughout the esports industry. He is the former Director of Esports Analytics for 100 Thieves, served as Head of Data Science for Esports One, led Shadow.gg from 2017 to 2019, and was Statistical Consultant for Fnatic in 2015. Follow Tim on Twitter at @TimSevenhuysen.

Lane efficiency: case studies from the NA and EU LCS

In professional play, some teams do a great job of managing minion waves and controlling the lanes. It’s a complex part of the game, with influence over many things, including gold income, map control, setup for objectives, and both extension of leads and defensive stalling while behind.

Lane efficiency is a new statistic that measures how well teams manage minion waves, securing as much lane farm for themselves as possible while denying farm from their opponents. For a full discussion of the theory and measurement of the statistic, take a look at the methods article.

Below are the lane efficiency (LE) statistics for the NA LCS and EU LCS, presented alongside jungle control (JNG%) and kill-to-death ratio (K:D) to paint a more full picture of teams’ play. For the NA LCS, the Immortals are discussed as a case study, while H2K are presented from the EU LCS. Continue reading Lane efficiency: case studies from the NA and EU LCS

Introducing “Lane Efficiency”

Lane efficiency is a new statistic that measures how well teams manage minion waves throughout the game, both in terms of maximizing their own farming and preventing their opponents from farming. It is reported as a percentage, with values above 50% showing strong performance and below showing weakness.

Full details are below, including the formula, important context for interpretation, and reasons why I chose this approach instead of some alternatives. To see the lane efficiency statistic in action for the NA LCS and EU LCS, head to the findings article. Continue reading Introducing “Lane Efficiency”

Effective resource allocation: how FLY, FOX, MSF, and others are solving the spring 2017 meta

In League of Legends, winning teams share many core characteristics, from their individual skills levels to their ability to function as a team. But one attribute that drives some teams ahead of others is their ability to recognize the best win conditions in the current balance environment and shape their play to achieve those conditions. This is measurably true for the start of the 2017 spring split: the biggest overachievers right now, teams like FlyQuest, Echo Fox, and the Misfits, are doing the best job of distributing carry responsibilities across their jungle, mid lane, and top lane roles. Continue reading Effective resource allocation: how FLY, FOX, MSF, and others are solving the spring 2017 meta