Why almost nobody gives a low score
ChartFM's score distribution is stacked at the top, and there is a reason for it
Album scores on ChartFM run from 0 to 100. In theory the whole scale is available. In practice, almost everything clusters in the top thirty points.
The vast majority of published scores land at 70 or above, and the two fullest bands are precisely 70 to 89 and 90 to 100. Scores below 30 are a handful.
This usually gets read as score inflation. It is worth a closer look, because the main explanation is not generosity.
Nobody rates what they did not choose
The strongest cause is selection, not judgement.
A professional critic gets an assignment and writes about whatever record landed on their desk, like it or not. An ordinary listener picks what they play. And nobody chooses to spend forty minutes with a record they already suspect is bad.
In other words: the sample of rated records is already a sample of records somebody wanted to hear. The high score does not come from leniency, it comes from the filter that happened before the listening.
That changes what the scale means. A 70 on ChartFM does not mean above the average of all records, it means above the average of records somebody wanted to hear.
The cost of writing
There is a second filter: only a portion of scores come with text. Most are bare numbers.
Writing about a record you hated is thankless work. It is less enjoyable, it earns fewer readers and sometimes it earns an argument. Writing about a record that got to you is easy, almost involuntary.
The result is that reviews with text, which are the ones featured across the site, skew even higher than scores in general.
Why this matters
A scale that only uses thirty points loses its power to distinguish. If nearly everything sits between 70 and 100, the difference between 78 and 84 carries enormous weight, and nobody calibrates that precisely.
ChartFM's reading bands try to give that some meaning, splitting the scale into five steps:
- Universal acclaim, 90 to 100.
- Highly recommended, 70 to 89.
- Mixed reception, 50 to 69.
- Generally unfavourable, 30 to 49.
- Widely rejected, 0 to 29.
If you look at those bands and notice you have never used the bottom two, that is not a sign you are soft. It is a sign your listening filter works. The question worth asking is whether you want to use the whole scale or not.
How to use more of the scale
Two habits help, if you want your score to actually differentiate.
- Anchor on concrete records. Pick a record that is a 100 to you and one that is a 50, and compare every new one against those two. It is more reliable than trying to feel the number in the abstract.
- Allow yourself to give a 60. The mixed reception band exists for the record that has good parts and does not hold together. It is the most useful score and the least used.
None of this is a rule. The score is yours and it mostly serves you. But the more people use the whole scale, the more the collective average means something.
Frequently asked questions
- Is the community score a simple average?
- Yes, it is the average of scores published for that album, and the number of ratings appears alongside. An average of two scores and an average of fifteen read very differently, which is why both figures are shown together.
- Can I change my score later?
- You can. A record that grows or collapses over time is normal, and the score follows.
- Do I have to write text to leave a score?
- No, a bare score is accepted. But only reviews with enough text appear in the featured blocks across the site, because a lone number is not content for someone arriving from outside.
