Blog
Guides and insights for Music League players.
2026-03-21
Never Submit the Same Song Twice: The Song Lookup Feature
A lot of Music League groups have a rule: no song can be submitted more than once. The Song Lookup feature lets you check your history before you commit to a pick.
Read more →2026-03-21
The Vote Heatmap Now Works Across All Your Leagues
The Vote Heatmap has always been one of the most revealing charts in Music League Stats. Now it runs across your combined leagues view — showing how voting patterns hold up over time.
Read more →2026-03-12
Raw vs Normalised: Why Some Charts Have Two Versions
Several charts in Music League Stats offer a raw and a normalised view. Here's what the difference is, and when each one is more useful.
Read more →2026-03-07
What Genres Does Your Music League Group Actually Submit?
Music League groups have strong opinions about genre. The Genre Stats page pulls in data from Last.fm and MusicBrainz for every submission — and what it shows is usually different from what people claim.
Read more →2026-03-01
How to Find Your Music League Taste Twin
Your Music League taste twin is the person whose voting fingerprint matches yours most closely. Here's how the algorithm works and what it means when you find them.
Read more →2026-02-27
What Is Vote Reciprocity and Why Does It Matter in Music League?
Vote reciprocity measures whether Music League players tend to return the favour when others give them points. Here's what the metric means and why it's one of the most revealing stats in the game.
Read more →2026-02-25
5 Things Music League Stats Reveal About Your Group's Voting
Your Music League group has voting patterns you've never noticed. Here are five surprising insights that Music League Stats surfaces from your export data.
Read more →