Python

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(Ranks in Red in the table below are those which fall below the average Rank for this language over all tests. The corresponding programs could possibly benefit from further optimization.)
Test	Source Code	Avg Rank: 23		Avg Rank: 25		Avg Rank: 12		Log
		CPU	Rank	Mem	Rank	LOC	Rank
Ackermann's Function	ackermann.python	14.74	40	3544	33	12	22	log
Array Access	ary3.python	11.17	25	2596	29	12	8	log
Count Lines/Words/Chars	wc.python	1.84	17	2404	25	13	11	log
Echo Client/Server	echo.python	F	(F) *	F	(F) *	49	7	log
Exception Mechanisms	except.python	8.93	25	2372	21	41	21	log
Fibonacci Numbers	fibo.python	13.87	38	2376	39	9	17	log
Hash (Associative Array) Access	hash.python	1.20	13	7440	16	13	13	log
Hashes, Part II	hash2.python	6.52	17	3748	19	13	8	log
Heapsort	heapsort.python	6.22	27	4924	23	46	8	log
Hello World	hello.python	39.39	47	2364	40	1	4	log
List Operations	lists.python	1.94	16	2664	16	27	6	log
Matrix Multiplication	matrix.python	17.67	27	2436	26	34	10	log
Method Calls	methcall.python	14.70	27	2372	25	41	9	log
Nested Loops	nestedloop.python	12.63	35	2364	39	16	15	log
Object Instantiation	objinst.python	17.97	24	2372	21	42	8	log
Producer/Consumer Threads	prodcons.python	24.76	11	2620	8	40	13	log
Random Number Generator	random.python	4.63	37	2372	36	18	23	log
Regular Expression Matching	regexmatch.python	5.69	9	2648	12	27	6	log
Reverse a File	reversefile.python	0.90	8	11268	18	6	13	log
Sieve of Erathostenes	sieve.python	28.42	31	2444	34	15	6	log
Spell Checker	spellcheck.python	1.80	9	5308	16	12	11	log
Statistical Moments	moments.python	1.80	19	6700	20	41	6	log
String Concatenation	strcat.python	0.31	22	2640	26	8	14	log
Sum a Column of Integers	sumcol.python	4.70	25	2388	31	7	16	log
Word Frequency Count	wordfreq.python	3.14	12	2976	21	24	10	log
*Test Implemented but not measured (timeout or error).