Reach chess enlightenment through analysis of your playing style.
The last two weeks, I've been working on a new feature. It's called Chess Insights, and its goal is to help you understand your playing style, your strengths, weaknesses, and opportunities for improvement.
Hop to your profile page and click the new "Chess Insights" button.
Generating your Insights should only take a minute or two. When it completes, take some time to go through the tutorial. The Insights feature provides you with a great number of analytical powers, and the tutorial is the best way for you to learn how to familiarize yourself with all of the options that you have available.
Alternatively, you can browse Assios' Insights and explore for yourself what the Insight system can provide you.
Simply put, it's an answer engine that answers chess questions.
It indexes your games with as much detail as possible: move times, game phase detection (opening, middlegame, endgame), material imbalances, rating gain, and more. Computer analysed games also provide data such as average centipawn loss, opportunity and luck, which will be described shortly.
You can ask questions using a metric (what is being measured, like move times), a dimension (what to compare it with, like the type of piece moved), and filters (to restrict the data set, like middlegames against stronger opponents where you castle queenside).
The answer comes as both a chart and data table.
Here are some examples of questions you can ask:
You can know all this, and much more, just by combining a metric, a dimension, and filters.
The metric you choose becomes the chart Y axis. Here's what you can learn out of your chess games:
The dimension will become the chart X axis. Make your choice:
Although optional, filters are great for reducing the scope of the question, and often make for precise answers.
You can use any number of filters, and each filter can have several selected values. Note the "CLEAR" button that lets you reset all filters at once.
The URL automatically changes every time you ask a new question (by changing metric, dimension or filters). So you can copy the current page URL at any time to share it and show your friends what you're seeing! No need for screenshots: just paste the URL.
By default your insights are visible to your friends only, but you can make it entirely public or private from your privacy settings.
When you play new games, you will be given the possibility to add them to your Insights data. When you request computer analysis of your games, the Insights data is automatically updated.
In the future, I plan to improve the support for opening dimension. Likely adding opening families, and board previews. Also there should be a "date" dimension to see how your chess style evolves with time. And hopefuly the ability to compare your Insights with another player's.
One of the surprising side benefits of the Insights feature is that it also provides lichess with another weapon in our arsenal against those who would use engines to cheat on lichess. After testing this feature on accounts that are known to have used engine assistance, we discovered a number of patterns that we believe will greatly improve the effectiveness of our cheat-detection system, some of which are quite subtle and difficult for most existing cheat software to work around.
Thanks to the Insights, lichess moderator decisions are already faster and better informed than ever. The next step is to integrate Insights into lichess automated cheat detection. The results should be impressive.
Needless to say, we here at lichess are very excited for the Insights feature and are very proud to provide it to all users completely free for everyone to enjoy.
That's all for now! Have fun with the insights, and may your pieces always find their way to your opponent king!