The Musical Form Institute
Research

The Gridification of Popular Music

Gridification (noun): the algorithmic quantization of human-performed timing. The term was introduced by Jeffrey Anthony.

Hit records used to drift in time the way people do. Since around 2001, that movement has been vanishing from the charts.

The top five, year by year

Pick a year. Each bar is that recording's full tempo range, centered on its own average tempo. A single tick with no bar means the analysis returned one unchanging tempo.

1977

74%
Less tempo variation
in Billboard hit recordings
2001–2025 compared with 1960–2000
8.7×
More chart positions with no detected tempo variation
Before vs after 2001
66
Years analyzed
1960–2025
330
Chart positions analyzed
Billboard year-end top five

All 66 years at once

Each dot is one of the 330 year-end top-five chart positions, placed by year and by how much the tempo moved within the recording. Orange dots registered no detected tempo movement. Tap or hover any dot to see the recording.

Tempo moves No detected tempo movement

Vertical axis is tempo standard deviation in BPM on a square-root scale, so the recordings with very large movement stay on the chart without flattening the rest.

The rise of the fixed tempo

Share of top-five hits with no tempo movement at all, by decade. In the 1960s and 70s, not one held to a single unchanging tempo. Today most do.

0%
1960s
0%
1970s
2%
1980s
28%
1990s
48%
2000s
70%
2010s
70%
2020s
2001: the dividing line

Pro Tools Beat Detective, the tool that snaps recorded audio to a grid, shipped in 2001. It is the fault line in the data.

7%
of top-five hits held one unchanging tempo before 2001
→
64%
held one unchanging tempo from 2001 on

How much music used to move

Median standard deviation of tempo within each song, by decade (BPM).

2.49
1960s
2.05
1970s
0.86
1980s
0.40
1990s
0.26
2000s
0.00
2010s
0.00
2020s

Compare any two recordings

Search the dataset by song or artist. Two to start: The Beatles in 1968 and The Weeknd in 2020.

The full dataset

All 330 chart positions. Click a column header to sort. Type to filter by song, artist, or year.

Year Rank Recording Artist Avg BPM Tempo SD Range (BPM) Transitions

These figures describe the tempo surface of the finished recordings. They do not identify the tools used on any single track, or measure the timing of individual musicians.

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