MacBook M1 computing performance slower than 2016 MacBook i7

Running some benchmarks on econometric packages. Mainly least squares regression and data manipulations. On my 2016 MacBook Pro program takes 3:45.92. On this M1 it takes 5:07.61. Unbelievable! WHAT a disappointment.

Posted on Nov 27, 2023 5:01 PM

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Posted on Nov 29, 2023 2:31 AM

Are these econometric packages Mac applications that are Apple-Silicon-native?


If you are running macOS/Intel applications using Rosetta 2 translation, there will be some overhead (especially the first time you run them, when Rosetta is translating the machine code). Rosetta 2 translation is pretty good – but I don't know how well it translates machine code that might have been using specialized instructions.


If you are running Wintel applications, inside Windows' Intel emulation/translation, inside Windows for ARM, inside a Parallels or VMware Fusion virtual machine, then you are piling on one layer of overhead after another.

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Nov 29, 2023 2:31 AM in response to nelson228

Are these econometric packages Mac applications that are Apple-Silicon-native?


If you are running macOS/Intel applications using Rosetta 2 translation, there will be some overhead (especially the first time you run them, when Rosetta is translating the machine code). Rosetta 2 translation is pretty good – but I don't know how well it translates machine code that might have been using specialized instructions.


If you are running Wintel applications, inside Windows' Intel emulation/translation, inside Windows for ARM, inside a Parallels or VMware Fusion virtual machine, then you are piling on one layer of overhead after another.

Nov 28, 2023 4:11 AM in response to nelson228

What kind of M1 MacBook do you have? The base M1 is not a professional chip, that's why the M1 Max and pro are there. The I7 is a professional chip. So that can be the difference, it is not entirely fair to compare a base M1 to an I7. A base M1 should be compared to an I3 or I5 at the max Otherwise it is a bit like, and we have a saying for that in my country: comparing apples and pears. You cannot compare things that are not alike in basis


Second, is the setup further the same? The same amount of Ram? The same GPU memory?

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MacBook M1 computing performance slower than 2016 MacBook i7

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