Fastest cpu secs Julia versus Python 3

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 cpu seconds, less gz source code.

fannkuch-redux
source	mem	gz	cpu
Julia #2	211,980	1067	29.46
Julia #3	204,120	886	31.21
Julia	181,932	434	44.01
Python 3 #6	7,432	385	1,279.15
Python 3 #4	45,420	950	1,336.72
n-body
source	mem	gz	cpu
Julia #8	225,844	1111	4.49
Julia #4	202,592	1155	5.95
Julia #3	207,868	1541	7.05
Julia #2	268,512	1078	24.49
Python 3	7,756	1196	575.02
Python 3 #2	8,244	1242	592.71
spectral-norm
source	mem	gz	cpu
Julia #4	188,696	429	3.72
Julia #2	200,160	370	5.12
Python 3 #6	9,332	328	436.79
Python 3 #8	48,336	407	472.82
Python 3 #7	48,400	417	494.32
mandelbrot
source	mem	gz	cpu
Julia #7	236,644	619	5.08
Julia #8	236,112	624	5.24
Julia #6	253,220	562	5.87
Julia #5	272,904	571	5.94
Julia #4	257,796	574	7.69
Julia #3	273,584	579	7.77
Julia	210,712	373	27.06
Python 3 #7	46,192	688	706.10
Python 3 #5		Failed
Python 3 #2		Timed Out
pidigits
source	mem	gz	cpu
Python 3 #3	11,968	567	1.13
Julia #3	179,360	506	1.24
Julia #2	190,376	674	1.34
Julia	265,496	275	2.15
Python 3 #4	8,668	342	4.06
Python 3 #2		Bad Output
regex-redux
source	mem	gz	cpu
Python 3 #2	111,680	1403	2.66
Julia #5	403,608	759	3.12
Julia #4	410,768	766	3.19
Julia #3	502,440	622	3.68
Julia	380,060	408	3.88
Python 3	458,264	512	17.86
fasta
source	mem	gz	cpu
Julia #8	198,752	1082	1.40
Julia #5	219,876	950	2.89
Julia #4	203,872	1049	3.12
Julia #7	459,380	1182	4.92
Julia #6	407,228	1203	5.54
Julia #3	237,412	896	27.78
Python 3 #2	8,184	1121	60.26
Python 3 #3	8,112	1003	60.50
Python 3	8,040	817	70.54
Python 3 #5	837,684	1947	71.74
k-nucleotide
source	mem	gz	cpu
Julia #8	366,728	951	11.31
Julia #7	370,872	1368	18.12
Python 3 #3	252,668	1967	172.53
Julia	1,962,152	695	196.54
Python 3	351,092	607	240.16
Python 3 #8	473,988	655	242.16
reverse-complement
source	mem	gz	cpu
Julia #8	683,748	522	1.71
Julia #9	681,000	449	1.95
Python 3 #2	1,786,488	434	9.38
Python 3	1,979,276	479	9.63
Python 3 #6	1,005,184	814	10.64
Python 3 #4	4,001,684	335	12.31
Julia #2	1,742,028	460	32.14
binary-trees
source	mem	gz	cpu
Julia #2	600,804	423	37.16
Julia #4	495,284	372	47.16
Julia #3	608,728	634	48.85
Julia #5	665,480	390	79.14
Python 3 #2	270,872	338	148.09
Python 3 #5	273,284	660	172.44
Python 3 #4	456,220	472	176.37
Python 3	282,996	589	178.66
Python 3 #3	669,832	1238	230.73
Julia	julia version 1.7.2
Python 3	Python 3.10.4