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'based on comparisons' is correct and usable in written English.
You can use the phrase 'based on comparisons' in a sentence when referring to logical evaluation of two or more objects, based on how their similarities and differences compare. For example: "The decision to invest in this stock was based on comparisons to the stock prices of similar companies."
Exact(60)
His conclusions were based on comparisons of data in counties using newer optical scanning methods.
The eventual winners gained 139 imps, based on comparisons with the 24 other tables.
He gains 127 imps, based on comparisons with the other 24 tables.
The valuation of each investment along the way is based on comparisons with related public companies.
It's also a bit difficult to draw conclusions based on comparisons between people and ferrets.
Based on comparisons with modern evacua, these are probably from sharks.But which sharks?
Making a game with 17 high-card points earned the eventual winners 90 imps, based on comparisons with the other tables.
I have designed a projection system, nicknamed Pecota, which attempts to forecast the future performances of major league players based on comparisons with the past.
In America, negotiations are based on comparisons with the pay levels of others with similar ability and experience.
The alterations have been under way for about 18 months, based on comparisons with previous satellite imagery, the group said.
Managerial decisions are based on comparisons of the estimated future results of the alternative courses of action.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com