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After weeks of anticipation, Spotify Wrapped finally went live today, allowing you to see the songs, artists, and albums you've played the most this year.
While many users have happily shared their lists on social media, others claim their top charts are incorrect.
'spotify wrapped becomes more and more inaccurate every year,' one user vented on X, while another joked: 'spotify wrapped is #rigged bye i cant even post mine ITS THAT BAD.'
If you're confused by your Spotify Wrapped, don't panic – there may be a simple explanation.
The experts at SeatPick have revealed six reasons why your personalised experience might not seem accurate.
'Spotify Wrapped is fun and intentionally dramatic but isn't necessarily a precise reflection of your musical identity. It's a highlight reel built for social sharing, and not a comprehensive analytical report,' explained Gilad Zilberman, CEO at SeatPick.
'Wrapped compresses a full year into a narrative Spotify thinks might look exciting on Instagram, even if it glosses over context, gets distorted by background listening, shared devices, or algorithmic playlists.'
From the November cut–off date to spiked listening patterns, here's why your Spotify Wrapped might be 'wrong'.
1. The cut–off date
If you've been binge–listening to a song over the last few weeks, don't be surprised if it doesn't appear in your Spotify Wrapped.
Spotify calculates your Wrapped statistics by logging all of your listening data from 1 January to 15 November.
This means your newer, more memorable listening habits won't have been factored in.
2. Short songs generate more plays
A song or podcast's duration plays a key part in your Wrapped, according to SeatPick.
'A stream must last for at least 30 seconds to be counted,' the ticket platform explained.
'Shorter songs also generate more plays, as in Wrapped, the "play count" sometimes matters more than time spent.
'For example, a 1:30 hyperpop track played 5 times trumps your 8–minute prog rock track played once.'
3. Spotify's generic playlists
If you listen to Spotify's generic playlists such as 'Discover Weekly', or 'Release Radar', 'Your Daily Mixes', Spotify will count those plays towards those artists – even though you didn't actively choose them.
'This is how a lot of people end up with top artists they hardly remember,' SeatPick added.
4. Background listening
The app does not know the nature of your listening – so background music tends to dominate.
'If you put on lo–fi whilst working, or fall asleep to ambient playlists, let playlists autoplay or use Spotify on a smart speaker all day, those hours tend to dominate your Wrapped and push your actual faves down,' SeatPick explained.
5. Your most 'marketable parts' of data are pushed
At the end of the day, Spotify Wrapped is a marketing product, and not an actual statistical rerport, according to SeatPick.
'Spotify most likely chooses the most fun narrative, and not the most complete data,' it said.
'Wrapped is designed for social sharing, not accuracy.'
6. Spiked listening patterns
Finally, Wrapped is said to favour intense listening clusters, according to SeatPick.
'If you obsessively listened to one artist for two weeks straight at some point in the year, but then never again, they might still show up in your top 5,' it added.