Ruby yjit versus Python 3 fastest performance

How the programs are written matters! 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
Ruby yjit #2	139.05	21,120	1462	521.30
Python 3 #6	1,033.31	19,312	391	1,033.27
Python 3 #4	302.37	19,312	960	1,196.45
Ruby yjit	1,354.19	20,864	391	1,354.14
Ruby yjit #8	1,980.46	20,736	418	1,980.37
Python 3 #8	2,259.59	19,312	414	2,259.50
n-body
source	secs	mem	gz	cpu secs
Ruby yjit #3	186.79	20,864	1169	186.79
Ruby yjit #2	215.78	20,864	1143	215.77
Python 3	355.06	19,312	1201	355.05
Python 3 #2	374.16	19,312	1247	374.14
Ruby yjit #8	388.21	21,376	1160	388.20
Python 3 #8	518.11	19,312	1172	518.09
Ruby yjit #7	704.57	21,120	1139	704.53
spectral-norm
source	secs	mem	gz	cpu secs
Ruby yjit #4	128.52	22,656	333	128.51
Ruby yjit #8	168.99	21,120	294	168.99
Ruby yjit #5	57.89	27,264	764	212.15
Python 3 #6	347.53	19,316	334	347.52
Python 3 #4	90.52	19,308	415	359.95
Python 3 #8	379.97	19,440	334	379.96
Python 3 #7	97.11	19,316	425	380.79
mandelbrot
source	secs	mem	gz	cpu secs
Ruby yjit #5	150.28	86,144	978	600.37
Ruby yjit #4	652.14	135,516	853	652.89
Python 3 #7	172.20	19,312	698	687.68
Python 3 #3	861.76	19,312	319	861.73
Python 3 #2	235.71	95,164	790	926.30
Ruby yjit #2	254.39	93,952	887	1,016.26
Python 3 #5	257.00	19,312	463	1,026.96
Ruby yjit #8	1,507.03	21,428	364	1,506.75
Python 3 #8	1,528.00	19,364	379	1,527.73
Ruby yjit #3	1,588.59	20,992	313	1,588.52
Ruby yjit #6		Failed
Ruby yjit #7		Failed
fasta
source	secs	mem	gz	cpu secs
Ruby yjit #6	31.90	120,832	1097	31.90
Python 3 #2	39.00	19,312	1126	39.00
Python 3 #3	39.12	19,312	1007	39.12
Ruby yjit #3	43.90	120,576	1035	43.90
Python 3 #5	27.86	827,284	1951	53.94
Python 3	57.21	19,312	823	57.20
Ruby yjit #5	90.76	23,168	1000	90.75
Ruby yjit #4	95.10	266,624	864	95.09
Ruby yjit #2	106.06	147,176	747	106.05
Python 3 #8	156.78	19,780	738	156.35
Ruby yjit #8	188.45	21,428	700	187.83
k-nucleotide
source	secs	mem	gz	cpu secs
Python 3 #3	50.15	262,368	1970	185.77
Python 3 #4	79.01	506,112	663	236.67
Python 3	238.45	499,072	499	237.78
Python 3 #8	238.78	623,448	525	237.93
Python 3 #9	68.33	379,392	614	238.74
Ruby yjit #2	252.78	181,808	426	252.58
Ruby yjit #3	277.67	207,596	546	277.88
Ruby yjit #7	300.36	392,960	792	298.86
Ruby yjit	86.11	171,696	583	302.91
Ruby yjit #8	788.25	572,736	529	787.84
reverse-complement
source	secs	mem	gz	cpu secs
Python 3 #3	4.86	507,712	803	4.86
Python 3 #5	4.09	1,500,716	960	7.41
Python 3 #2	10.08	1,788,136	440	10.08
Python 3	10.29	1,986,440	484	10.29
Python 3 #6	7.38	2,484,372	821	10.89
Ruby yjit #4	5.88	2,510,920	608	11.51
Python 3 #4	13.41	4,002,688	343	13.41
Ruby yjit #5	14.12	1,623,336	301	14.11
Ruby yjit #3	8.95	4,235,052	490	17.34
Ruby yjit #2	27.45	1,001,920	272	27.45
Ruby yjit	18.31	5,141,976	521	35.91
binary-trees
source	secs	mem	gz	cpu secs
Ruby yjit #4	47.23	478,464	371	47.22
Ruby yjit	48.86	478,592	383	48.85
Ruby yjit #2	48.90	524,800	385	48.89
Ruby yjit #3	49.82	517,080	407	49.81
Ruby yjit #5	19.08	521,972	1016	54.19
Python 3 #2	100.90	271,872	344	100.89
Python 3 #4	33.61	276,992	481	121.96
Python 3 #5	35.49	274,816	669	126.17
Python 3	36.12	276,992	597	127.68
Ruby yjit #8	130.97	478,720	494	130.95
Python 3 #3	52.28	671,872	1247	149.07
Python 3 #8	558.92	798,336	535	558.85
pidigits
source	secs	mem	gz	cpu secs
* Python 3 #3	1.26	19,312	573	1.26
Ruby yjit #5	1.50	1,011,072	494	1.50
Ruby yjit #2	3.10	2,431,144	666	3.09
Python 3 #4	4.54	19,312	348	4.54
Ruby yjit	17.73	104,576	524	17.72
Python 3 #5		Failed
regex-redux
source	secs	mem	gz	cpu secs
* Python 3 #2	1.35	168,236	1411	2.64
Python 3	8.91	432,220	515	16.44
Ruby yjit #2	22.86	216,576	444	22.87
Ruby yjit #3	11.84	216,576	730	23.97
Ruby yjit #9	29.92	216,704	340	29.91
Ruby yjit	ruby 3.3.5 (2024-09-03 revision ef084cc8f4) +YJIT [x86_64-linux]
Python 3	Python 3.13.0