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The phrase "performs the best" is correct and usable in written English.
You can use it when comparing the performance of different subjects, indicating that one subject outperforms others.
Example: "In the recent tests, the new software version performs the best among all the options available."
Alternatives: "excels the most" or "is the top performer."
Exact(60)
"We always use the system that performs the best.
Which coach performs the best eye roll, arm cross, or scowl?
But music performs the best.
(mathsf {FI}) performs the best.
(mathsf {SV}) performs the best.
Results also showed the HErD still performs the best.
Among all heuristics, (mathsf {CHFI}) performs the best.
The REM performs the best among the schemes compared.
WL-Kaldi system performs the best on test data.
From the tables, the proposed technique performs the best.
In general, the Random Forest model performs the best.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com