JamBandNerd is a setlist prediction toy for jam band fans. It uses history and statistics to guess what might get played next — and then honestly tracks how those guesses turned out.
Pick a band, see what the model thinks they'll play, and then check back after the show to see how it did. No guarantees — just educated guesses and honest scorekeeping.
In plain terms
01
Predictions
See which songs the model likes for the next show. Take it with a grain of salt.
02
Performance
Check avg. hits and coverage over recent shows to get a feel for how the model is doing.
03
Replay
Look back at a finished show and compare the prediction board to the real setlist.
It's the model's best guess at what a band will play at the next show. Songs near the top are the strongest reads, but it's still a guess — treat it like a conversation starter, not a setlist spoiler.
Avg. hits is how many of the model's picks actually got played. Coverage is how much of the real setlist the model managed to catch. Both are good to check before trusting the board too much.
Each band's model looks at setlist history, rotation patterns, song gaps, venue habits, and tour context. It turns all of that into a ranked list — but bands are unpredictable by nature, and that's part of the fun.
Some bands stick to tight rotations, some throw curveballs every night, and some have massive catalogs to pull from. We track each band on its own terms so you're not comparing apples to oranges.
Daily. When new setlist information comes in, the boards and performance numbers get refreshed for all supported bands.
Replay lets you look back at a finished show and see how the prediction board held up against what was actually played. Spoiler: the model doesn't always nail it, and that's fine.
Each band has a dedicated setlist source online — some official, some run by fan communities. We use that factual show data carefully and keep our own predictions clearly separate.