Music League Stats
Settle the arguments.
Start new ones.
Upload your Music League export ZIP and instantly see song popularity charts, artist stats, vote heatmaps and more — no spreadsheet skills required.
Song & Artist Stats
Your group's biggest bangers, most-submitted artists, and the underrated tracks that deserved more.
Vote Heatmap
See exactly who votes for whom — spot the alliances and the snubs your group has never talked about.
Voter Generosity
Who hands out the most points? Who's a tough crowd? Ranked, charted, and ready to cause arguments.
Live preview
Here's what your stats look like
Interactive charts, generated from your league's data. This is sample data — upload your export to see the real thing.
Who's voting for who
Total points each person gave to each submitter across all rounds
Song popularity
Top songs by total points received
Voter generosity
Average points given per vote
Go even deeper
Questions only your data can answer
Who's your taste twin?
Find the person in your group who votes most like you — and the one who couldn't disagree more.
e.g. "Alice & Bob agree 89% of the time"
✨ PremiumWho's your superfan?
See who consistently gives you the most points — and who's been quietly ignoring your submissions.
e.g. "Charlie is Dave's biggest fan. Sam is their nemesis."
✨ PremiumDoes your group vote fairly?
For every pair of players, compare points given vs received. Who's generous but unappreciated?
e.g. "Alice gives Emma 3× more than she gets back"
What genres does your group love?
See which genres your group submits most and which score highest — plus each player's genre fingerprint.
e.g. "Indie rock submissions score 40% higher than pop"
✨ PremiumDoes when a song plays affect its score?
See whether songs submitted early or late in a round pick up more votes — spot the ordering bias your group never noticed.
e.g. "Slot 1 averages 2.1 pts vs 1.4 pts in slot 8"
✨ PremiumWhat is your group actually singing about?
A word cloud built from the real lyrics of every submitted song — filter by player or round to see the themes each person keeps coming back to.
e.g. "Sam's most common word: 'heart' (14 songs)"
✨ PremiumIs your group repeating themselves?
Using cached lyrics data, rank every player by vocabulary — from the biggest broken record leaning on the same hooks to the most Shakespearean submitter in the group.
e.g. "Jess: 78% unique words. Tom: 41% unique words."
✨ PremiumWhat did your season really look like?
A shareable, Spotify-Wrapped-style recap once your league wraps up — the numbers, the champions, the awards, and the journey, all in one place.
e.g. "342 songs submitted, 1,204 votes cast, 6 rounds"
Compare stats across multiple seasons
Upload more than one Music League export and unlock combined stats across all your seasons — who leads the all-time table, which artists keep showing up, and how each player's results have evolved.