Rated Analysis: Free tool to see which lines/moves people your rating play

Discussion of anything and everything relating to chess playing software and machines.

Moderator: Ras

tpicks
Posts: 2
Joined: Tue Jul 21, 2026 2:10 am
Full name: Tyler Pickles

Rated Analysis: Free tool to see which lines/moves people your rating play

Post by tpicks »

https://rated-analysis.pickle-dev.com/

I've been a bit obsessed with chess lately and have read/heard things like "X is the top engine move, but no one under master plays that line". To me this begs the questions "which line are players below master playing" and "which line are players at/above/below my rating playing". This question motivated me to build a tool to analyze the move distribution (win/draw/loss rate) from a given position across rating buckets (400, 500, 600... 3000). Luckily, https://database.lichess.org/ provides an open/free database of games that have just the data required to build such a tool.

Relative to the number of possible chess positions, the current Rated Analysis dataset (4,698,579 positions) is fairly limited. For now, Rated Analysis works best for analyzing openings (first ~10 moves for each side).

Completely free and no ads, just interested in any feedback and curious if people would find use in such a tool.