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For Python code, I usually just ask critics if they’ve tested it (because I have). Frequently using a built-in will be faster than a custom loop even if at the surface level you’re going over the data more than once.



Anecdotally (it was a contrived sorting benchmark so the exact numbers don't really matter), Python started off about 3 times slower than D, but and grew at what would be considered the same O() but the coefficient was enormous. To the point where a D was taking 3s for n-million arrays, Python closer to one minute.

Node was actually very impressive, roughly as fast as D's reference compiler (cutting edge optimisations maybe 2 decades ago) in release mode.




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