Python 3 versus Toit 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
Python 3 #6	1,031.38	19,652	391	1,031.34
Python 3 #4	300.68	19,652	960	1,189.39
Toit	1,214.94	19,640	452	1,215.05
Toit #2	1,377.63	19,640	443	1,377.78
n-body
source	secs	mem	gz	cpu secs
Python 3 #2	362.72	19,656	1247	362.70
Python 3	368.32	19,656	1201	368.30
Toit	647.53	19,640	1198	647.57
spectral-norm
source	secs	mem	gz	cpu secs
Toit	338.12	19,644	318	338.15
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
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
Toit #2	1,410.72	19,640	490	1,410.83
Toit	1,614.19	19,640	387	1,614.22
pidigits
source	secs	mem	gz	cpu secs
Python 3 #3	1.31	19,784	573	1.31
Python 3 #4	4.73	19,656	348	4.73
Python 3 #5		Failed
regex-redux
source	secs	mem	gz	cpu secs
Python 3 #2	1.35	168,092	1411	2.62
Python 3	8.83	432,724	515	16.44
fasta
source	secs	mem	gz	cpu secs
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
Toit	76.86	356,956	965	76.85
k-nucleotide
source	secs	mem	gz	cpu secs
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
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
Python 3 #4	13.91	4,003,712	343	13.91
Toit	102.68	986,100	578	102.69
binary-trees
source	secs	mem	gz	cpu secs
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
Toit #2	629.75	724,608	383	629.86
Toit	1,710.04	313,216	397	1,710.38
Python 3	Python 3.12.2
Toit	v2.0.0-alpha.146