PHP versus Python 3 fastest performance Always look at the source code. If the fastest programs are hand-written vector instructions, does the host language matter? You might be more interested in the less optimised programs — more seconds, less gz source code. fannkuch-redux source secs mem gz cpu secs PHP #2 188.01 19,392 447 188.00 PHP #3 54.65 19,392 1166 217.72 PHP #4 55.26 19,520 1168 219.72 PHP 225.18 19,392 488 225.17 Python 3 #6 1,031.38 19,652 391 1,031.34 Python 3 #4 300.68 19,652 960 1,189.39 n-body source secs mem gz cpu secs PHP #3 66.45 19,396 1088 66.43 Python 3 #2 362.72 19,656 1247 362.70 Python 3 368.32 19,656 1201 368.30 spectral-norm source secs mem gz cpu secs PHP 6.85 19,396 1157 27.12 PHP #2 56.73 19,396 403 56.73 PHP #3 16.19 19,396 1214 63.39 Python 3 #7 90.77 19,656 425 359.32 Python 3 #6 359.89 19,656 334 359.83 Python 3 #8 98.97 19,656 415 386.79 mandelbrot source secs mem gz cpu secs PHP 86.84 19,396 452 86.84 PHP #3 23.33 48,384 881 92.86 Python 3 #7 159.49 19,656 698 634.00 Python 3 #3 820.95 19,624 319 820.91 Python 3 #2 232.82 156,340 790 880.90 Python 3 #5 274.66 19,628 463 1,094.30 pidigits source secs mem gz cpu secs PHP #5 1.02 19,396 405 1.02 PHP #4 1.04 19,396 396 1.04 PHP #3 1.05 19,396 510 1.04 Python 3 #3 1.31 19,784 573 1.31 PHP #2 1.47 19,396 552 1.46 Python 3 #4 4.73 19,656 348 4.73 PHP 330.35 19,396 756 330.33 Python 3 #5 Failed regex-redux source secs mem gz cpu secs Python 3 #2 1.35 168,092 1411 2.62 PHP 1.87 194,876 822 3.72 Python 3 8.83 432,724 515 16.44 fasta source secs mem gz cpu secs PHP #3 21.34 19,396 1065 21.33 PHP #2 28.90 19,396 1054 28.90 Python 3 #2 38.53 19,652 1126 38.53 Python 3 #3 38.86 19,780 1007 38.86 Python 3 #5 26.54 827,148 1951 53.26 Python 3 60.37 19,652 823 60.37 k-nucleotide source secs mem gz cpu secs PHP #4 20.89 260,560 1084 69.85 Python 3 #3 48.64 262,016 1970 184.81 Python 3 #8 87.79 506,880 663 262.44 Python 3 #9 77.06 380,416 614 263.65 Python 3 275.64 500,224 499 274.74 reverse-complement source secs mem gz cpu secs Python 3 #3 5.18 509,108 803 5.18 Python 3 #5 4.07 1,500,240 960 7.41 PHP 9.76 1,489,428 323 9.76 Python 3 #2 10.46 1,788,876 440 10.46 Python 3 10.69 1,987,304 484 10.69 Python 3 #6 7.86 2,484,084 821 11.49 PHP #2 11.67 1,787,276 288 11.67 PHP #3 7.59 536,536 452 11.93 Python 3 #4 13.91 4,003,712 343 13.91 binary-trees source secs mem gz cpu secs PHP #3 45.78 921,600 434 45.78 PHP #7 15.25 948,480 767 54.73 PHP #4 18.02 918,400 786 55.68 PHP 62.31 748,808 457 62.30 PHP #2 62.55 748,812 429 62.54 PHP #5 32.58 805,504 1048 83.64 PHP #6 26.90 805,396 877 88.00 Python 3 #2 110.47 273,024 344 110.46 Python 3 #4 34.53 277,632 481 126.59 Python 3 #5 35.74 275,456 669 127.53 Python 3 36.16 277,760 597 128.12 Python 3 #3 55.05 672,384 1247 158.56 PHP PHP 8.3.3 (cli) (built: Mar 3 2024 08:47:21) (NTS) Copyright (c) The PHP Group Zend Engine v4.3.3, with Zend OPcache v8.3.3, Copyright (c) Zend Technologies Python 3 Python 3.12.2 all PHP programs & measurements all Python 3 programs & measurements