#1 Debut: build a chart-topping album out of other people's records

Every round hands you twelve albums at random and lets you keep exactly one song from each. That is the whole game.

What comes out the other end is a twelve-track debut assembled from twelve different records, a Franken-album, which I then score and project onto a chart position somewhere between missing entirely and a #1 week.

The interesting part is that picking the best song every time does not win. A tracklist of twelve enormous singles scores worse than you would expect, because the projection also reads flow, how singles and deep cuts are balanced, and whether one artist is quietly carrying half the record. Learning where those limits sit is the actual game underneath the spinning. The full rules are here, and the drafting tips are here.

463 albums 445 artists 6,379 songs, each individually rated

How to play

  1. Pick a mode - Classic shows ratings, Expert hides them - and a genre, or leave it at All Genres.
  2. Spin. The reel deals a random album from the pool.
  3. Draft one song from it for your tracklist, or redraw the album once for free.
  4. Repeat until you have twelve tracks. A short ad buys one more redraw if the free one is already spent.
  5. See where it charts - the twelve picks score into a debut anywhere from missing entirely to #1.

Full walkthrough, including how each factor is weighted, is on how to play.

Where the song ratings come from

Every song in the pool carries a rating from 55 to 99, and those numbers are not hand-waved. They are computed from verified streaming counts, YouTube view counts, chart peaks and RIAA certifications, run through a scoring pipeline I built and re-run whenever the catalog changes. Six separate audits have to pass before a rating ships.

Two decisions in that pipeline shape almost everything you see while playing. The first is that streams are age-adjusted: a song released in 2024 has had far less time to accumulate plays than one from 1996, so raw totals are discounted before they are looked up on the ladder. The second is that album leaders have to earn their ceiling from the underlying evidence rather than inheriting it from the album's reputation.

Neither is obviously correct, and both change which songs are worth grabbing. I write about the reasoning, the arguments I am still having with myself, and the bugs I hit getting there in notes from the rating pipeline, including why recent streams are discounted, the afternoon three Chili Peppers songs all scored 94, and whether the scale measures biggest or greatest.

Modes

Classic
Shows you ratings as you draft, which turns the game into optimization.
Expert
Hides them until the reveal, which turns it into a memory and taste test. You are drafting on what you think a song is worth. Most people find Expert more fun and considerably more painful.
Daily Debut
Gives every player worldwide the same twelve albums, Expert rules, no redraws, one attempt. It resets at your local midnight and scores you against par, meaning how many chart positions better or worse than an average well-informed draft, so a bad spin is survivable and a good read is worth something.

Genre filters and the catalog

Full pool, or lock Hip-Hop, Pop, or Rock. Filters change more than the art on the reel. Doubles get more likely. Flow gets easier. The absolute ceiling drops because the highest ratings are not evenly spread. Genre is per era, so a name can sit in one filter early and another later. Genre guides talk through what each pool feels like.

Ratings are calibrated so a good draft is about as rare in every filter. A #1 in Pop is not cheaper than a #1 in Rock just because Pop's shelf is denser. I wrote that up.

FAQ

Is #1 Debut free to play?

Yes. It runs in your browser, costs nothing, and never asks for an account. Optional ads help keep it free - including one extra album redraw if you choose to watch a short ad.

How does #1 Debut work?

You spin a random album, pick one song, and repeat until you have twelve tracks. Those picks get scored into a projected chart debut.

What is Daily Debut?

A once-a-day puzzle: everyone gets the same twelve albums, played in Expert mode with no redraws - one shot. Finish it to see your par (how many chart spots better or worse than an average knowledgeable draft) and a shareable result grid.

Can your album really debut at #1?

It can, but it is rare. You need strong ratings, decent flow, a mix of singles and deep cuts, and more than one artist carrying the record.

What is the difference between Classic and Expert mode?

Classic shows song ratings while you draft. Expert hides them so you play from memory and taste, then shows the score at the end.

More questions answered on the full FAQ.

Start with notes from the pipeline, how to play, and drafting tips. Reference lists: highest-rated songs, strongest album eras, genre filters, artists in the pool. More about the game.