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The phrase "contributed the most" is correct and usable in written English.
You can use it to explain who had the biggest role in achieving something. For example, "John contributed the most to the success of the project."
Exact(60)
Before age 30, smoking contributed the most risk.
Three principal ideas contributed the most to this critical mass.
Trimethylamine contributed the most to this odor problem.
Oil/gas co-production stage contributed the most to oil recovery.
Computer-related companies contributed the most to the gain among the benchmark's 10 industry groups.
He also contributed the most memorable tunes, melodically speaking, in Tuesday's set.
"Those guys contributed the most of anybody in history," Horton said.
And it was not the ones nearest Nunavut that contributed the most pollution.
An index of computer-related companies contributed the most to the S.&P.
Simulations were also used to assess which factors contributed the most to dispersal distances.
Components were identified that contributed the most to investment cost, suggesting cost-reducing alternatives.
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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