{"id":975,"date":"2025-10-27T10:18:49","date_gmt":"2025-10-27T09:18:49","guid":{"rendered":"https:\/\/lewoniewski.info\/blog\/?p=975"},"modified":"2026-05-24T22:52:19","modified_gmt":"2026-05-24T20:52:19","slug":"python-314-kontra-313-312-311-310-test-wydajnosci-wideo","status":"publish","type":"post","link":"https:\/\/lewoniewski.info\/blog\/2025\/python-314-kontra-313-312-311-310-test-wydajnosci-wideo\/","title":{"rendered":"Python 3.14 kontra 3.13 \/ 3.12 \/ 3.11 \/ 3.10 &#8211; test wydajno\u015bci (wideo)"},"content":{"rendered":"<p>W niniejszym artykule przedstawiono wyniki test\u00f3w wydajno\u015bciowych j\u0119zyka Python w wersji 3.14, zestawione z rezultatami uzyskanymi dla wcze\u015bniejszych wersji \u2014 3.13, 3.12, 3.11 oraz 3.10. \u0141\u0105cznie wykonano <strong>ponad 100 zr\u00f3\u017cnicowanych test\u00f3w<\/strong> por\u00f3wnawczych, obejmuj\u0105cych zar\u00f3wno operacje obliczeniowe, jak i zadania zwi\u0105zane z przetwarzaniem danych, operacji wej\u015bca\/wyj\u015bcia oraz uruchamianiem aplikacji.<!--more--><\/p>\n<p>Badania przeprowadzono z wykorzystaniem biblioteki <a href=\"https:\/\/pyperformance.readthedocs.io\/\" rel=\"noopener\" target=\"_blank\">pyperformance 1.12.0<\/a>, na komputerach dzia\u0142aj\u0105cych pod systemem Windows 11. Testy obj\u0119\u0142y dwa g\u0142\u00f3wne typy platform sprz\u0119towych: komputery z procesorami AMD Ryzen serii 7000, reprezentuj\u0105ce konfiguracje stacjonarne, oraz urz\u0105dzenia oparte na procesorach Intel Core 13. generacji, stosowane w laptopach i mini PC. Testowane wersje Pythona: <a href=\"https:\/\/www.python.org\/downloads\/release\/python-3140\/\" rel=\"noopener\" target=\"_blank\">Python 3.14.0<\/a>, <a href=\"https:\/\/www.python.org\/downloads\/release\/python-3139\/\" rel=\"noopener\" target=\"_blank\">Python 3.13.9<\/a>, <a href=\"https:\/\/www.python.org\/downloads\/release\/python-31210\/\" rel=\"noopener\" target=\"_blank\">Python 3.12.10<\/a>, <a href=\"https:\/\/www.python.org\/downloads\/release\/python-3119\/\" rel=\"noopener\" target=\"_blank\">Python 3.11.9<\/a>, <a href=\"https:\/\/www.python.org\/downloads\/release\/python-31011\/\" rel=\"noopener\" target=\"_blank\">Python 3.10.11<\/a> (wszystkie wersje 64-bitowe).<\/p>\n<p>Dla zachowania obiektywnych wynik\u00f3w, ka\u017cd\u0105 wersj\u0119 Pythona zainstalowano od nowa, bez wcze\u015bniejszych bibliotek i ustawie\u0144, przy wybraniu nast\u0119puj\u0105cych opcji:<\/p>\n<p><a href=\"https:\/\/lewoniewski.info\/blog\/pliki\/2025\/10\/python_settings.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lewoniewski.info\/blog\/pliki\/2025\/10\/python_settings.jpg\" alt=\"\" width=\"648\" height=\"409\" class=\"aligncenter size-full wp-image-977\" srcset=\"https:\/\/lewoniewski.info\/blog\/pliki\/2025\/10\/python_settings.jpg 648w, https:\/\/lewoniewski.info\/blog\/pliki\/2025\/10\/python_settings-300x189.jpg 300w\" sizes=\"auto, (max-width: 648px) 100vw, 648px\" \/><\/a><\/p>\n<style>.vpython {font-size: 10px;} .bestv{font-weight: bold; color: blue;} .wartn{text-align:right !important} table.benchtab th {text-align: right;}<\/style>\n<h2>Procesor AMD Ryzen z serii 7000 do komputer\u00f3w stacjonarnych<\/h2>\n<p>Pierwsza cz\u0119\u015b\u0107 test\u00f3w obejmowa\u0142a komputer stacjonarny z procesorem AMD Ryzen 9 7900, pami\u0119ci\u0105 RAM DDR5 i dyskiem M.2 PCIe Gen4 NVMe. Poni\u017csza tabela przedstawia wyniki 111 test\u00f3w przeprowadzonych przy u\u017cyciu Pythona w ro\u017cnych wersjach na tym urz\u0105dzeniu (JS &#8211; jednostka czasu, najlepsze warto\u015bci w ramach poszczeg\u00f3lnego testu oznaczone s\u0105 <span class=\"bestv\">kolorem niebieskim<\/span>).<\/p>\n<table class=\"benchtab\">\n<tr>\n<th style=\"text-align:left;\">Nazwa testu<\/th>\n<th style=\"width: 50px;\">JC<\/th>\n<th><span class=\"vpython\">Python<\/span> 3.14<\/th>\n<th><span class=\"vpython\">Python<\/span> 3.13<\/th>\n<th><span class=\"vpython\">Python<\/span> 3.12<\/th>\n<th><span class=\"vpython\">Python<\/span> 3.11<\/th>\n<th><span class=\"vpython\">Python<\/span> 3.10<\/th>\n<\/tr>\n<tr>\n<td class=\"nameben\">2to3<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">214<\/td>\n<td class=\"wartn\">213<\/td>\n<td class=\"wartn\">220<\/td>\n<td class=\"wartn\"><span class=\"bestv\">210<\/span><\/td>\n<td class=\"wartn\">244<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_generators<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">257<\/td>\n<td class=\"wartn\">250<\/td>\n<td class=\"wartn\">244<\/td>\n<td class=\"wartn\"><span class=\"bestv\">194<\/span><\/td>\n<td class=\"wartn\">233<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_cpu_io_mixed<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">363<\/span><\/td>\n<td class=\"wartn\">409<\/td>\n<td class=\"wartn\">522<\/td>\n<td class=\"wartn\">578<\/td>\n<td class=\"wartn\">682<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_cpu_io_mixed_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">360<\/span><\/td>\n<td class=\"wartn\">426<\/td>\n<td class=\"wartn\">517<\/td>\n<td class=\"wartn\">516<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">71,79<\/td>\n<td class=\"wartn\">79,59<\/td>\n<td class=\"wartn\"><span class=\"bestv\">70,63<\/span><\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_cpu_io_mixed<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">297<\/span><\/td>\n<td class=\"wartn\">305<\/td>\n<td class=\"wartn\">306<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_cpu_io_mixed_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">332<\/span><\/td>\n<td class=\"wartn\">372<\/td>\n<td class=\"wartn\">428<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_io<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">461<\/span><\/td>\n<td class=\"wartn\">652<\/td>\n<td class=\"wartn\">944<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_io_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">467<\/span><\/td>\n<td class=\"wartn\">668<\/td>\n<td class=\"wartn\">995<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_memoization<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">155<\/span><\/td>\n<td class=\"wartn\">182<\/td>\n<td class=\"wartn\">171<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_memoization_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">202<\/span><\/td>\n<td class=\"wartn\">241<\/td>\n<td class=\"wartn\">308<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">152<\/span><\/td>\n<td class=\"wartn\">181<\/td>\n<td class=\"wartn\">215<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_io<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">453<\/span><\/td>\n<td class=\"wartn\">576<\/td>\n<td class=\"wartn\">855<\/td>\n<td class=\"wartn\">959<\/td>\n<td class=\"wartn\">1312<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_io_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">438<\/span><\/td>\n<td class=\"wartn\">597<\/td>\n<td class=\"wartn\">890<\/td>\n<td class=\"wartn\">929<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_memoization<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">227<\/span><\/td>\n<td class=\"wartn\">301<\/td>\n<td class=\"wartn\">402<\/td>\n<td class=\"wartn\">418<\/td>\n<td class=\"wartn\">564<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_memoization_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">223<\/span><\/td>\n<td class=\"wartn\">310<\/td>\n<td class=\"wartn\">379<\/td>\n<td class=\"wartn\">400<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_none<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">192<\/span><\/td>\n<td class=\"wartn\">242<\/td>\n<td class=\"wartn\">309<\/td>\n<td class=\"wartn\">374<\/td>\n<td class=\"wartn\">471<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_none_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">181<\/span><\/td>\n<td class=\"wartn\">220<\/td>\n<td class=\"wartn\">295<\/td>\n<td class=\"wartn\">296<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">asyncio_tcp<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">493<\/td>\n<td class=\"wartn\">488<\/td>\n<td class=\"wartn\"><span class=\"bestv\">464<\/span><\/td>\n<td class=\"wartn\">666<\/td>\n<td class=\"wartn\">751<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">asyncio_tcp_ssl<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">1307<\/td>\n<td class=\"wartn\">1320<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1271<\/span><\/td>\n<td class=\"wartn\">1888<\/td>\n<td class=\"wartn\">2061<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">asyncio_websockets<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">140<\/span><\/td>\n<td class=\"wartn\">457<\/td>\n<td class=\"wartn\">456<\/td>\n<td class=\"wartn\">458<\/td>\n<td class=\"wartn\">457<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">bench_mp_pool<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">98,28<\/td>\n<td class=\"wartn\">93,27<\/td>\n<td class=\"wartn\">98,2<\/td>\n<td class=\"wartn\">87,71<\/td>\n<td class=\"wartn\"><span class=\"bestv\">87,0<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">bench_thread_pool<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">725<\/td>\n<td class=\"wartn\"><span class=\"bestv\">692<\/span><\/td>\n<td class=\"wartn\">721<\/td>\n<td class=\"wartn\">716<\/td>\n<td class=\"wartn\">763<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">bpe_tokeniser<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">2858<\/td>\n<td class=\"wartn\">2931<\/td>\n<td class=\"wartn\">3050<\/td>\n<td class=\"wartn\"><span class=\"bestv\">2700<\/span><\/td>\n<td class=\"wartn\">2942<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">chameleon<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">9,65<\/td>\n<td class=\"wartn\">10,25<\/td>\n<td class=\"wartn\">8,94<\/td>\n<td class=\"wartn\"><span class=\"bestv\">8,93<\/span><\/td>\n<td class=\"wartn\">10,7<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">chaos<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">42,32<\/td>\n<td class=\"wartn\"><span class=\"bestv\">41,84<\/span><\/td>\n<td class=\"wartn\">43,58<\/td>\n<td class=\"wartn\">45,69<\/td>\n<td class=\"wartn\">59,24<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">comprehensions<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">10,9<\/td>\n<td class=\"wartn\"><span class=\"bestv\">10,8<\/span><\/td>\n<td class=\"wartn\">13,5<\/td>\n<td class=\"wartn\">13,7<\/td>\n<td class=\"wartn\">14,8<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">connected_components<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">358<\/td>\n<td class=\"wartn\">356<\/td>\n<td class=\"wartn\"><span class=\"bestv\">344<\/span><\/td>\n<td class=\"wartn\">401<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">coroutines<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">16,1<\/td>\n<td class=\"wartn\">15,3<\/td>\n<td class=\"wartn\"><span class=\"bestv\">15,17<\/span><\/td>\n<td class=\"wartn\">16,53<\/td>\n<td class=\"wartn\">18,16<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">coverage<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">51,5<\/td>\n<td class=\"wartn\">48,7<\/td>\n<td class=\"wartn\"><span class=\"bestv\">28,21<\/span><\/td>\n<td class=\"wartn\">37,05<\/td>\n<td class=\"wartn\">35,0<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">create_gc_cycles<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">1041<\/td>\n<td class=\"wartn\">970<\/td>\n<td class=\"wartn\">989<\/td>\n<td class=\"wartn\"><span class=\"bestv\">886<\/span><\/td>\n<td class=\"wartn\">928<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">crypto_pyaes<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">48,56<\/td>\n<td class=\"wartn\">50,06<\/td>\n<td class=\"wartn\">49,7<\/td>\n<td class=\"wartn\"><span class=\"bestv\">46,97<\/span><\/td>\n<td class=\"wartn\">63,79<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">dask<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">714<\/td>\n<td class=\"wartn\">718<\/td>\n<td class=\"wartn\"><span class=\"bestv\">472<\/span><\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">deepcopy<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\"><span class=\"bestv\">170<\/span><\/td>\n<td class=\"wartn\">231<\/td>\n<td class=\"wartn\">217<\/td>\n<td class=\"wartn\">224<\/td>\n<td class=\"wartn\">261<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">deepcopy_memo<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\"><span class=\"bestv\">19,3<\/span><\/td>\n<td class=\"wartn\">26,1<\/td>\n<td class=\"wartn\">24,9<\/td>\n<td class=\"wartn\">24,6<\/td>\n<td class=\"wartn\">29,8<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">deepcopy_reduce<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1,86<\/span><\/td>\n<td class=\"wartn\">2,19<\/td>\n<td class=\"wartn\">2,01<\/td>\n<td class=\"wartn\">2,02<\/td>\n<td class=\"wartn\">2,28<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">deltablue<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">2349<\/td>\n<td class=\"wartn\"><span class=\"bestv\">2330<\/span><\/td>\n<td class=\"wartn\">2466<\/td>\n<td class=\"wartn\">2623<\/td>\n<td class=\"wartn\">4314<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">django_template<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">23,95<\/td>\n<td class=\"wartn\">24,08<\/td>\n<td class=\"wartn\">22,59<\/td>\n<td class=\"wartn\"><span class=\"bestv\">22,36<\/span><\/td>\n<td class=\"wartn\">28,56<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">docutils<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">1446<\/td>\n<td class=\"wartn\">1442<\/td>\n<td class=\"wartn\">1438<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1390<\/span><\/td>\n<td class=\"wartn\">1654<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">dulwich_log<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">46,52<\/td>\n<td class=\"wartn\"><span class=\"bestv\">46,18<\/span><\/td>\n<td class=\"wartn\">49,48<\/td>\n<td class=\"wartn\">49,12<\/td>\n<td class=\"wartn\">58,44<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">fannkuch<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">253<\/td>\n<td class=\"wartn\">255<\/td>\n<td class=\"wartn\">245<\/td>\n<td class=\"wartn\"><span class=\"bestv\">243<\/span><\/td>\n<td class=\"wartn\">260<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">float<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">53,54<\/td>\n<td class=\"wartn\">55,44<\/td>\n<td class=\"wartn\">58,5<\/td>\n<td class=\"wartn\"><span class=\"bestv\">53,3<\/span><\/td>\n<td class=\"wartn\">67,65<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">gc_traversal<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">1798<\/td>\n<td class=\"wartn\">1647<\/td>\n<td class=\"wartn\">1678<\/td>\n<td class=\"wartn\">1606<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1483<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">generators<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">19,92<\/span><\/td>\n<td class=\"wartn\">22,27<\/td>\n<td class=\"wartn\">23,57<\/td>\n<td class=\"wartn\">41,18<\/td>\n<td class=\"wartn\">41,94<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">genshi_text<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">15,58<\/td>\n<td class=\"wartn\">16,75<\/td>\n<td class=\"wartn\"><span class=\"bestv\">15,25<\/span><\/td>\n<td class=\"wartn\">16,37<\/td>\n<td class=\"wartn\">18,99<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">genshi_xml<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">34,67<\/td>\n<td class=\"wartn\">36,37<\/td>\n<td class=\"wartn\"><span class=\"bestv\">33,81<\/span><\/td>\n<td class=\"wartn\">37,11<\/td>\n<td class=\"wartn\">41,23<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">go<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">82,93<\/span><\/td>\n<td class=\"wartn\">98,0<\/td>\n<td class=\"wartn\">89,13<\/td>\n<td class=\"wartn\">93,43<\/td>\n<td class=\"wartn\">134<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">hexiom<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">4574<\/td>\n<td class=\"wartn\">4423<\/td>\n<td class=\"wartn\">4379<\/td>\n<td class=\"wartn\"><span class=\"bestv\">4273<\/span><\/td>\n<td class=\"wartn\">5497<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">html5lib<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">32,33<\/td>\n<td class=\"wartn\">34,0<\/td>\n<td class=\"wartn\">32,66<\/td>\n<td class=\"wartn\"><span class=\"bestv\">31,5<\/span><\/td>\n<td class=\"wartn\">40,11<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">json_dumps<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">6555<\/td>\n<td class=\"wartn\">6166<\/td>\n<td class=\"wartn\"><span class=\"bestv\">5822<\/span><\/td>\n<td class=\"wartn\">7672<\/td>\n<td class=\"wartn\">8130<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">json_loads<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">14,3<\/td>\n<td class=\"wartn\">14,3<\/td>\n<td class=\"wartn\">14,2<\/td>\n<td class=\"wartn\"><span class=\"bestv\">12,9<\/span><\/td>\n<td class=\"wartn\">14,0<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">k_core<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1598<\/span><\/td>\n<td class=\"wartn\">1666<\/td>\n<td class=\"wartn\">1859<\/td>\n<td class=\"wartn\">2110<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">logging_format<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\"><span class=\"bestv\">6,07<\/span><\/td>\n<td class=\"wartn\">6,24<\/td>\n<td class=\"wartn\">6,52<\/td>\n<td class=\"wartn\">6,44<\/td>\n<td class=\"wartn\">6,87<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">logging_silent<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">0,069<\/td>\n<td class=\"wartn\">0,069<\/td>\n<td class=\"wartn\"><span class=\"bestv\">0,067<\/span><\/td>\n<td class=\"wartn\">0,07<\/td>\n<td class=\"wartn\">0,102<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">logging_simple<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\"><span class=\"bestv\">5,66<\/span><\/td>\n<td class=\"wartn\">5,76<\/td>\n<td class=\"wartn\">6,12<\/td>\n<td class=\"wartn\">5,97<\/td>\n<td class=\"wartn\">6,48<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">mako<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">7561<\/td>\n<td class=\"wartn\"><span class=\"bestv\">7040<\/span><\/td>\n<td class=\"wartn\">7471<\/td>\n<td class=\"wartn\">7299<\/td>\n<td class=\"wartn\">8974<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">many_optionals<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">636<\/td>\n<td class=\"wartn\">367<\/td>\n<td class=\"wartn\">371<\/td>\n<td class=\"wartn\"><span class=\"bestv\">363<\/span><\/td>\n<td class=\"wartn\">404<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">mdp<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">806<\/span><\/td>\n<td class=\"wartn\">1610<\/td>\n<td class=\"wartn\">1627<\/td>\n<td class=\"wartn\">1636<\/td>\n<td class=\"wartn\">1656<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">meteor_contest<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">66,3<\/td>\n<td class=\"wartn\">66,73<\/td>\n<td class=\"wartn\"><span class=\"bestv\">64,24<\/span><\/td>\n<td class=\"wartn\">65,59<\/td>\n<td class=\"wartn\">65,33<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">nbody<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">83,73<\/td>\n<td class=\"wartn\">85,28<\/td>\n<td class=\"wartn\">81,67<\/td>\n<td class=\"wartn\"><span class=\"bestv\">73,06<\/span><\/td>\n<td class=\"wartn\">82,72<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">nqueens<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">61,37<\/td>\n<td class=\"wartn\"><span class=\"bestv\">59,21<\/span><\/td>\n<td class=\"wartn\">59,94<\/td>\n<td class=\"wartn\">60,22<\/td>\n<td class=\"wartn\">62,37<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pathlib<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">230<\/td>\n<td class=\"wartn\">227<\/td>\n<td class=\"wartn\">229<\/td>\n<td class=\"wartn\"><span class=\"bestv\">215<\/span><\/td>\n<td class=\"wartn\">216<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pickle<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">8,03<\/td>\n<td class=\"wartn\">7,65<\/td>\n<td class=\"wartn\">7,47<\/td>\n<td class=\"wartn\"><span class=\"bestv\">6,72<\/span><\/td>\n<td class=\"wartn\">6,95<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pickle_dict<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">20,5<\/td>\n<td class=\"wartn\">19,2<\/td>\n<td class=\"wartn\">19,7<\/td>\n<td class=\"wartn\"><span class=\"bestv\">18,8<\/span><\/td>\n<td class=\"wartn\">19,2<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pickle_list<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">3,02<\/td>\n<td class=\"wartn\">2,82<\/td>\n<td class=\"wartn\">2,88<\/td>\n<td class=\"wartn\">2,65<\/td>\n<td class=\"wartn\"><span class=\"bestv\">2,62<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pickle_pure_python<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">208<\/td>\n<td class=\"wartn\"><span class=\"bestv\">193<\/span><\/td>\n<td class=\"wartn\">194<\/td>\n<td class=\"wartn\"><span class=\"bestv\">193<\/span><\/td>\n<td class=\"wartn\">260<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pidigits<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">130<\/span><\/td>\n<td class=\"wartn\">133<\/td>\n<td class=\"wartn\">135<\/td>\n<td class=\"wartn\">136<\/td>\n<td class=\"wartn\">137<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pprint_pformat<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">990<\/td>\n<td class=\"wartn\">1033<\/td>\n<td class=\"wartn\">989<\/td>\n<td class=\"wartn\"><span class=\"bestv\">971<\/span><\/td>\n<td class=\"wartn\">1184<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pprint_safe_repr<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">484<\/td>\n<td class=\"wartn\">507<\/td>\n<td class=\"wartn\">482<\/td>\n<td class=\"wartn\"><span class=\"bestv\">471<\/span><\/td>\n<td class=\"wartn\">573<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pyflate<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">311<\/td>\n<td class=\"wartn\">309<\/td>\n<td class=\"wartn\">312<\/td>\n<td class=\"wartn\"><span class=\"bestv\">288<\/span><\/td>\n<td class=\"wartn\">396<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">python_startup<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">33,02<\/td>\n<td class=\"wartn\">32,41<\/td>\n<td class=\"wartn\">32,79<\/td>\n<td class=\"wartn\"><span class=\"bestv\">30,72<\/span><\/td>\n<td class=\"wartn\">31,73<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">python_startup_no_site<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">32,77<\/span><\/td>\n<td class=\"wartn\">33,77<\/td>\n<td class=\"wartn\">34,8<\/td>\n<td class=\"wartn\">33,93<\/td>\n<td class=\"wartn\">34,62<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">raytrace<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">187<\/td>\n<td class=\"wartn\"><span class=\"bestv\">184<\/span><\/td>\n<td class=\"wartn\">195<\/td>\n<td class=\"wartn\">199<\/td>\n<td class=\"wartn\">275<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">regex_compile<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">71,26<\/span><\/td>\n<td class=\"wartn\">76,41<\/td>\n<td class=\"wartn\">79,09<\/td>\n<td class=\"wartn\">75,86<\/td>\n<td class=\"wartn\">91,16<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">regex_dna<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">109<\/td>\n<td class=\"wartn\">111<\/td>\n<td class=\"wartn\"><span class=\"bestv\">100<\/span><\/td>\n<td class=\"wartn\">103<\/td>\n<td class=\"wartn\">110<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">regex_effbot<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">1594<\/td>\n<td class=\"wartn\">1718<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1526<\/span><\/td>\n<td class=\"wartn\">1705<\/td>\n<td class=\"wartn\">1806<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">regex_v8<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">14,72<\/td>\n<td class=\"wartn\">15,42<\/td>\n<td class=\"wartn\"><span class=\"bestv\">13,85<\/span><\/td>\n<td class=\"wartn\">14,12<\/td>\n<td class=\"wartn\">15,46<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">richards<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">30,26<\/td>\n<td class=\"wartn\">31,41<\/td>\n<td class=\"wartn\"><span class=\"bestv\">28,18<\/span><\/td>\n<td class=\"wartn\">30,75<\/td>\n<td class=\"wartn\">43,44<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">richards_super<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">33,92<\/td>\n<td class=\"wartn\">35,06<\/td>\n<td class=\"wartn\"><span class=\"bestv\">31,89<\/span><\/td>\n<td class=\"wartn\">37,87<\/td>\n<td class=\"wartn\">52,98<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">scimark_fft<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">208<\/span><\/td>\n<td class=\"wartn\">211<\/td>\n<td class=\"wartn\">214<\/td>\n<td class=\"wartn\">212<\/td>\n<td class=\"wartn\">223<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">scimark_lu<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">71,85<\/td>\n<td class=\"wartn\">71,51<\/td>\n<td class=\"wartn\">72,29<\/td>\n<td class=\"wartn\"><span class=\"bestv\">67,29<\/span><\/td>\n<td class=\"wartn\">94,88<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">scimark_monte_carlo<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">47,42<\/td>\n<td class=\"wartn\">47,65<\/td>\n<td class=\"wartn\">46,3<\/td>\n<td class=\"wartn\"><span class=\"bestv\">44,49<\/span><\/td>\n<td class=\"wartn\">59,67<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">scimark_sor<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">87,64<\/td>\n<td class=\"wartn\">87,03<\/td>\n<td class=\"wartn\">88,96<\/td>\n<td class=\"wartn\"><span class=\"bestv\">78,85<\/span><\/td>\n<td class=\"wartn\">107<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">scimark_sparse_mat_mult<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">3402<\/td>\n<td class=\"wartn\"><span class=\"bestv\">3179<\/span><\/td>\n<td class=\"wartn\">3335<\/td>\n<td class=\"wartn\">3247<\/td>\n<td class=\"wartn\">3568<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">shortest_path<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">369<\/td>\n<td class=\"wartn\">364<\/td>\n<td class=\"wartn\"><span class=\"bestv\">355<\/span><\/td>\n<td class=\"wartn\">407<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">spectral_norm<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">72,52<\/span><\/td>\n<td class=\"wartn\">77,34<\/td>\n<td class=\"wartn\">74,44<\/td>\n<td class=\"wartn\">73,85<\/td>\n<td class=\"wartn\">83,36<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sphinx<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">582<\/span><\/td>\n<td class=\"wartn\">595<\/td>\n<td class=\"wartn\">610<\/td>\n<td class=\"wartn\">625<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlalchemy_declarative<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">60,46<\/span><\/td>\n<td class=\"wartn\">64,8<\/td>\n<td class=\"wartn\">67,55<\/td>\n<td class=\"wartn\">68,82<\/td>\n<td class=\"wartn\">77,67<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlalchemy_imperative<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\"><span class=\"bestv\">6717<\/span><\/td>\n<td class=\"wartn\">7188<\/td>\n<td class=\"wartn\">7047<\/td>\n<td class=\"wartn\">6966<\/td>\n<td class=\"wartn\">8618<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlglot_v2_normalize<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">67,45<\/span><\/td>\n<td class=\"wartn\">70,95<\/td>\n<td class=\"wartn\">67,49<\/td>\n<td class=\"wartn\">68,99<\/td>\n<td class=\"wartn\">79,56<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlglot_v2_optimize<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">32,12<\/span><\/td>\n<td class=\"wartn\">33,7<\/td>\n<td class=\"wartn\">32,72<\/td>\n<td class=\"wartn\">32,44<\/td>\n<td class=\"wartn\">37,23<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlglot_v2_parse<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">833<\/td>\n<td class=\"wartn\"><span class=\"bestv\">819<\/span><\/td>\n<td class=\"wartn\">846<\/td>\n<td class=\"wartn\">884<\/td>\n<td class=\"wartn\">1139<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlglot_v2_transpile<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">1008<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1006<\/span><\/td>\n<td class=\"wartn\">1030<\/td>\n<td class=\"wartn\">1063<\/td>\n<td class=\"wartn\">1349<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlite_synth<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">1,47<\/td>\n<td class=\"wartn\">1,53<\/td>\n<td class=\"wartn\">1,53<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1,36<\/span><\/td>\n<td class=\"wartn\">1,53<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">subparsers<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">46,02<\/td>\n<td class=\"wartn\"><span class=\"bestv\">18,28<\/span><\/td>\n<td class=\"wartn\">45,45<\/td>\n<td class=\"wartn\">40,11<\/td>\n<td class=\"wartn\">45,82<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sympy_expand<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">249<\/td>\n<td class=\"wartn\">253<\/td>\n<td class=\"wartn\"><span class=\"bestv\">242<\/span><\/td>\n<td class=\"wartn\">247<\/td>\n<td class=\"wartn\">270<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sympy_integrate<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">11,06<\/span><\/td>\n<td class=\"wartn\">11,62<\/td>\n<td class=\"wartn\">11,44<\/td>\n<td class=\"wartn\">11,59<\/td>\n<td class=\"wartn\">12,75<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sympy_str<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">146<\/span><\/td>\n<td class=\"wartn\">150<\/td>\n<td class=\"wartn\">150<\/td>\n<td class=\"wartn\">151<\/td>\n<td class=\"wartn\">164<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sympy_sum<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">75,75<\/span><\/td>\n<td class=\"wartn\">79,31<\/td>\n<td class=\"wartn\">81,49<\/td>\n<td class=\"wartn\">84,4<\/td>\n<td class=\"wartn\">91,92<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">telco<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">4712<\/td>\n<td class=\"wartn\">4797<\/td>\n<td class=\"wartn\">4450<\/td>\n<td class=\"wartn\">3925<\/td>\n<td class=\"wartn\"><span class=\"bestv\">3844<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">tomli_loads<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">1498<\/td>\n<td class=\"wartn\">1497<\/td>\n<td class=\"wartn\">1521<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1418<\/span><\/td>\n<td class=\"wartn\">1702<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">tornado_http<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">97,62<\/span><\/td>\n<td class=\"wartn\">101<\/td>\n<td class=\"wartn\">102<\/td>\n<td class=\"wartn\">102<\/td>\n<td class=\"wartn\">117<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">typing_runtime_protocols<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">103<\/td>\n<td class=\"wartn\">107<\/td>\n<td class=\"wartn\"><span class=\"bestv\">101<\/span><\/td>\n<td class=\"wartn\">297<\/td>\n<td class=\"wartn\">314<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">unpack_sequence<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">0,046<\/td>\n<td class=\"wartn\">0,045<\/td>\n<td class=\"wartn\">0,05<\/td>\n<td class=\"wartn\"><span class=\"bestv\">0,037<\/span><\/td>\n<td class=\"wartn\">0,047<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">unpickle<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">9,03<\/td>\n<td class=\"wartn\">9,21<\/td>\n<td class=\"wartn\">9,02<\/td>\n<td class=\"wartn\"><span class=\"bestv\">7,81<\/span><\/td>\n<td class=\"wartn\">8,57<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">unpickle_list<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">2,89<\/td>\n<td class=\"wartn\">2,63<\/td>\n<td class=\"wartn\">3,11<\/td>\n<td class=\"wartn\"><span class=\"bestv\">2,53<\/span><\/td>\n<td class=\"wartn\">2,98<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">unpickle_pure_python<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">151<\/td>\n<td class=\"wartn\">148<\/td>\n<td class=\"wartn\"><span class=\"bestv\">146<\/span><\/td>\n<td class=\"wartn\">148<\/td>\n<td class=\"wartn\">178<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">xml_etree_generate<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">58,13<\/td>\n<td class=\"wartn\">59,15<\/td>\n<td class=\"wartn\">59,31<\/td>\n<td class=\"wartn\"><span class=\"bestv\">52,36<\/span><\/td>\n<td class=\"wartn\">58,35<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">xml_etree_iterparse<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">54,59<\/span><\/td>\n<td class=\"wartn\">55,84<\/td>\n<td class=\"wartn\">57,21<\/td>\n<td class=\"wartn\">56,51<\/td>\n<td class=\"wartn\">57,17<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">xml_etree_parse<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">72,94<\/span><\/td>\n<td class=\"wartn\">77,09<\/td>\n<td class=\"wartn\">77,18<\/td>\n<td class=\"wartn\">81,18<\/td>\n<td class=\"wartn\">81,96<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">xml_etree_process<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">40,8<\/td>\n<td class=\"wartn\">41,25<\/td>\n<td class=\"wartn\">40,8<\/td>\n<td class=\"wartn\"><span class=\"bestv\">37,97<\/span><\/td>\n<td class=\"wartn\">45,27<\/td>\n<\/tr>\n<\/table>\n<h2>Procesor Intel Core 13. generacji dla urz\u0105dze\u0144 mobilnych<\/h2>\n<p>Druga cz\u0119\u015b\u0107 test\u00f3w obejmowa\u0142a komputer mini PC z procesorem Intel Core i3-1315U (kt\u00f3ry jest r\u00f3wnie\u017c u\u017cywany w laptopach), pami\u0119ci\u0105 RAM DDR4 i dyskiem M.2 PCIe Gen4 NVMe. Poni\u017csza tabela przedstawia wyniki 110 test\u00f3w przeprowadzonych przy u\u017cyciu Pythona w ro\u017cnych wersjach na tym urz\u0105dzeniu (JS &#8211; jednostka czasu, najlepsze warto\u015bci w ramach poszczeg\u00f3lnego testu oznaczone s\u0105 <span class=\"bestv\">kolorem niebieskim<\/span>). <\/p>\n<table class=\"benchtab\">\n<tr>\n<th style=\"text-align:left;\">Nazwa testu<\/th>\n<th style=\"width: 50px;\">JC<\/th>\n<th><span class=\"vpython\">Python<\/span> 3.14<\/th>\n<th><span class=\"vpython\">Python<\/span> 3.13<\/th>\n<th><span class=\"vpython\">Python<\/span> 3.12<\/th>\n<th><span class=\"vpython\">Python<\/span> 3.11<\/th>\n<th><span class=\"vpython\">Python<\/span> 3.10<\/th>\n<\/tr>\n<tr>\n<td class=\"nameben\">2to3<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">270<\/td>\n<td class=\"wartn\">267<\/td>\n<td class=\"wartn\">260<\/td>\n<td class=\"wartn\"><span class=\"bestv\">257<\/span><\/td>\n<td class=\"wartn\">293<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_generators<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">262<\/td>\n<td class=\"wartn\">247<\/td>\n<td class=\"wartn\">253<\/td>\n<td class=\"wartn\"><span class=\"bestv\">194<\/span><\/td>\n<td class=\"wartn\">253<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_cpu_io_mixed<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">376<\/span><\/td>\n<td class=\"wartn\">442<\/td>\n<td class=\"wartn\">567<\/td>\n<td class=\"wartn\">691<\/td>\n<td class=\"wartn\">705<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_cpu_io_mixed_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">373<\/span><\/td>\n<td class=\"wartn\">451<\/td>\n<td class=\"wartn\">573<\/td>\n<td class=\"wartn\">600<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">81,44<\/td>\n<td class=\"wartn\">91,51<\/td>\n<td class=\"wartn\"><span class=\"bestv\">79,77<\/span><\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_cpu_io_mixed<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">352<\/td>\n<td class=\"wartn\"><span class=\"bestv\">348<\/span><\/td>\n<td class=\"wartn\">360<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_cpu_io_mixed_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">363<\/span><\/td>\n<td class=\"wartn\">401<\/td>\n<td class=\"wartn\">486<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_io<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">462<\/span><\/td>\n<td class=\"wartn\">610<\/td>\n<td class=\"wartn\">813<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_io_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">454<\/span><\/td>\n<td class=\"wartn\">600<\/td>\n<td class=\"wartn\">819<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_memoization<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">174<\/span><\/td>\n<td class=\"wartn\">212<\/td>\n<td class=\"wartn\">205<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_memoization_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">228<\/span><\/td>\n<td class=\"wartn\">256<\/td>\n<td class=\"wartn\">349<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_eager_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">185<\/span><\/td>\n<td class=\"wartn\">195<\/td>\n<td class=\"wartn\">241<\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_io<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">448<\/span><\/td>\n<td class=\"wartn\">580<\/td>\n<td class=\"wartn\">808<\/td>\n<td class=\"wartn\">904<\/td>\n<td class=\"wartn\">1146<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_io_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">452<\/span><\/td>\n<td class=\"wartn\">579<\/td>\n<td class=\"wartn\">817<\/td>\n<td class=\"wartn\">880<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_memoization<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">253<\/span><\/td>\n<td class=\"wartn\">321<\/td>\n<td class=\"wartn\">432<\/td>\n<td class=\"wartn\">476<\/td>\n<td class=\"wartn\">581<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_memoization_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">246<\/span><\/td>\n<td class=\"wartn\">323<\/td>\n<td class=\"wartn\">404<\/td>\n<td class=\"wartn\">448<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_none<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">201<\/span><\/td>\n<td class=\"wartn\">262<\/td>\n<td class=\"wartn\">342<\/td>\n<td class=\"wartn\">445<\/td>\n<td class=\"wartn\">476<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">async_tree_none_tg<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">203<\/span><\/td>\n<td class=\"wartn\">233<\/td>\n<td class=\"wartn\">330<\/td>\n<td class=\"wartn\">346<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">asyncio_tcp<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">603<\/td>\n<td class=\"wartn\"><span class=\"bestv\">566<\/span><\/td>\n<td class=\"wartn\">588<\/td>\n<td class=\"wartn\">788<\/td>\n<td class=\"wartn\">890<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">asyncio_tcp_ssl<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">1616<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1588<\/span><\/td>\n<td class=\"wartn\">1639<\/td>\n<td class=\"wartn\">2881<\/td>\n<td class=\"wartn\">2890<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">asyncio_websockets<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">184<\/span><\/td>\n<td class=\"wartn\">356<\/td>\n<td class=\"wartn\">359<\/td>\n<td class=\"wartn\">379<\/td>\n<td class=\"wartn\">364<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">bench_mp_pool<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">124<\/td>\n<td class=\"wartn\">112<\/td>\n<td class=\"wartn\">121<\/td>\n<td class=\"wartn\">118<\/td>\n<td class=\"wartn\"><span class=\"bestv\">107<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">bench_thread_pool<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">1183<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1043<\/span><\/td>\n<td class=\"wartn\">1068<\/td>\n<td class=\"wartn\">1209<\/td>\n<td class=\"wartn\">1227<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">bpe_tokeniser<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">5177<\/td>\n<td class=\"wartn\"><span class=\"bestv\">5132<\/span><\/td>\n<td class=\"wartn\">5698<\/td>\n<td class=\"wartn\">5154<\/td>\n<td class=\"wartn\">5585<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">chameleon<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">11,3<\/td>\n<td class=\"wartn\">11,46<\/td>\n<td class=\"wartn\"><span class=\"bestv\">9,81<\/span><\/td>\n<td class=\"wartn\">11,38<\/td>\n<td class=\"wartn\">12,32<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">chaos<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">46,7<\/span><\/td>\n<td class=\"wartn\"><span class=\"bestv\">46,7<\/span>4<\/td>\n<td class=\"wartn\">47,61<\/td>\n<td class=\"wartn\">57,35<\/td>\n<td class=\"wartn\">67,86<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">comprehensions<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\"><span class=\"bestv\">12,9<\/span><\/td>\n<td class=\"wartn\"><span class=\"bestv\">12,9<\/span><\/td>\n<td class=\"wartn\">15,4<\/td>\n<td class=\"wartn\">17,8<\/td>\n<td class=\"wartn\">18,6<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">connected_components<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">373<\/td>\n<td class=\"wartn\">376<\/td>\n<td class=\"wartn\"><span class=\"bestv\">346<\/span><\/td>\n<td class=\"wartn\">389<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">coroutines<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">16,19<\/td>\n<td class=\"wartn\"><span class=\"bestv\">14,95<\/span><\/td>\n<td class=\"wartn\">15,42<\/td>\n<td class=\"wartn\">18,08<\/td>\n<td class=\"wartn\">18,07<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">coverage<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">161<\/td>\n<td class=\"wartn\">154<\/td>\n<td class=\"wartn\"><span class=\"bestv\">30,96<\/span><\/td>\n<td class=\"wartn\">41,75<\/td>\n<td class=\"wartn\">33,08<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">create_gc_cycles<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">1750<\/td>\n<td class=\"wartn\">1438<\/td>\n<td class=\"wartn\">1492<\/td>\n<td class=\"wartn\">1351<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1306<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">crypto_pyaes<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">57,28<\/td>\n<td class=\"wartn\"><span class=\"bestv\">52,81<\/span><\/td>\n<td class=\"wartn\">53,37<\/td>\n<td class=\"wartn\">54,63<\/td>\n<td class=\"wartn\">70,81<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">dask<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">2241<\/td>\n<td class=\"wartn\">2105<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1010<\/span><\/td>\n<td class=\"wartn\"><\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">deepcopy<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\"><span class=\"bestv\">198<\/span><\/td>\n<td class=\"wartn\">270<\/td>\n<td class=\"wartn\">252<\/td>\n<td class=\"wartn\">273<\/td>\n<td class=\"wartn\">297<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">deepcopy_memo<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\"><span class=\"bestv\">20,5<\/span><\/td>\n<td class=\"wartn\">28,5<\/td>\n<td class=\"wartn\">26,5<\/td>\n<td class=\"wartn\">30,3<\/td>\n<td class=\"wartn\">32,4<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">deepcopy_reduce<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\"><span class=\"bestv\">2,12<\/span><\/td>\n<td class=\"wartn\">2,5<\/td>\n<td class=\"wartn\">2,26<\/td>\n<td class=\"wartn\">2,57<\/td>\n<td class=\"wartn\">2,52<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">deltablue<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">2408<\/td>\n<td class=\"wartn\">2323<\/td>\n<td class=\"wartn\"><span class=\"bestv\">2290<\/span><\/td>\n<td class=\"wartn\">3185<\/td>\n<td class=\"wartn\">4649<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">django_template<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">27,55<\/td>\n<td class=\"wartn\">27,14<\/td>\n<td class=\"wartn\"><span class=\"bestv\">24,87<\/span><\/td>\n<td class=\"wartn\">31,1<\/td>\n<td class=\"wartn\">33,28<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">docutils<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">1906<\/td>\n<td class=\"wartn\">1812<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1810<\/span><\/td>\n<td class=\"wartn\">1998<\/td>\n<td class=\"wartn\">2416<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">fannkuch<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">283<\/td>\n<td class=\"wartn\">296<\/td>\n<td class=\"wartn\"><span class=\"bestv\">272<\/span><\/td>\n<td class=\"wartn\">326<\/td>\n<td class=\"wartn\">311<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">float<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">55,03<\/span><\/td>\n<td class=\"wartn\">58,99<\/td>\n<td class=\"wartn\">59,25<\/td>\n<td class=\"wartn\">65,3<\/td>\n<td class=\"wartn\">68,68<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">gc_traversal<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">3107<\/td>\n<td class=\"wartn\">2670<\/td>\n<td class=\"wartn\">2678<\/td>\n<td class=\"wartn\">2520<\/td>\n<td class=\"wartn\"><span class=\"bestv\">2234<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">generators<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">23,72<\/td>\n<td class=\"wartn\">23,19<\/td>\n<td class=\"wartn\"><span class=\"bestv\">22,51<\/span><\/td>\n<td class=\"wartn\">38,68<\/td>\n<td class=\"wartn\">35,96<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">genshi_text<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">18,09<\/td>\n<td class=\"wartn\">18,19<\/td>\n<td class=\"wartn\"><span class=\"bestv\">16,39<\/span><\/td>\n<td class=\"wartn\">20,33<\/td>\n<td class=\"wartn\">21,97<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">genshi_xml<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">40,07<\/td>\n<td class=\"wartn\">40,3<\/td>\n<td class=\"wartn\"><span class=\"bestv\">36,33<\/span><\/td>\n<td class=\"wartn\">46,53<\/td>\n<td class=\"wartn\">45,24<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">go<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">91,76<\/span><\/td>\n<td class=\"wartn\">106<\/td>\n<td class=\"wartn\">95,02<\/td>\n<td class=\"wartn\">120<\/td>\n<td class=\"wartn\">155<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">hexiom<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">4790<\/td>\n<td class=\"wartn\">4690<\/td>\n<td class=\"wartn\"><span class=\"bestv\">4456<\/span><\/td>\n<td class=\"wartn\">5253<\/td>\n<td class=\"wartn\">6165<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">html5lib<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">44,18<\/td>\n<td class=\"wartn\">47,6<\/td>\n<td class=\"wartn\"><span class=\"bestv\">43,86<\/span><\/td>\n<td class=\"wartn\">47,39<\/td>\n<td class=\"wartn\">56,63<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">json_dumps<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">7253<\/td>\n<td class=\"wartn\">7070<\/td>\n<td class=\"wartn\"><span class=\"bestv\">6797<\/span><\/td>\n<td class=\"wartn\">9295<\/td>\n<td class=\"wartn\">9358<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">json_loads<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">16,8<\/td>\n<td class=\"wartn\">16,8<\/td>\n<td class=\"wartn\">17,2<\/td>\n<td class=\"wartn\">17,7<\/td>\n<td class=\"wartn\"><span class=\"bestv\">16,1<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">k_core<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">3036<\/span><\/td>\n<td class=\"wartn\">3092<\/td>\n<td class=\"wartn\">3278<\/td>\n<td class=\"wartn\">4010<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">logging_format<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">7,36<\/td>\n<td class=\"wartn\"><span class=\"bestv\">7,0<\/span><\/td>\n<td class=\"wartn\">7,15<\/td>\n<td class=\"wartn\">8,3<\/td>\n<td class=\"wartn\">8,07<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">logging_silent<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">0,068<\/td>\n<td class=\"wartn\">0,07<\/td>\n<td class=\"wartn\"><span class=\"bestv\">0,065<\/span><\/td>\n<td class=\"wartn\">0,085<\/td>\n<td class=\"wartn\">0,107<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">logging_simple<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">6,51<\/td>\n<td class=\"wartn\"><span class=\"bestv\">6,47<\/span><\/td>\n<td class=\"wartn\">6,6<\/td>\n<td class=\"wartn\">7,5<\/td>\n<td class=\"wartn\">7,58<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">mako<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">7445<\/td>\n<td class=\"wartn\"><span class=\"bestv\">7232<\/span><\/td>\n<td class=\"wartn\">7340<\/td>\n<td class=\"wartn\">8088<\/td>\n<td class=\"wartn\">9625<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">many_optionals<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">1009<\/td>\n<td class=\"wartn\"><span class=\"bestv\">612<\/span><\/td>\n<td class=\"wartn\">638<\/td>\n<td class=\"wartn\">615<\/td>\n<td class=\"wartn\">690<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">mdp<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">972<\/span><\/td>\n<td class=\"wartn\">1725<\/td>\n<td class=\"wartn\">1550<\/td>\n<td class=\"wartn\">2108<\/td>\n<td class=\"wartn\">1922<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">meteor_contest<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">86,77<\/td>\n<td class=\"wartn\">86,67<\/td>\n<td class=\"wartn\"><span class=\"bestv\">84,01<\/span><\/td>\n<td class=\"wartn\">85,62<\/td>\n<td class=\"wartn\">84,9<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">nbody<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">81,58<\/td>\n<td class=\"wartn\">81,58<\/td>\n<td class=\"wartn\"><span class=\"bestv\">78,3<\/span><\/td>\n<td class=\"wartn\">81,58<\/td>\n<td class=\"wartn\">79,14<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">nqueens<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">71,84<\/td>\n<td class=\"wartn\">68,81<\/td>\n<td class=\"wartn\"><span class=\"bestv\">66,93<\/span><\/td>\n<td class=\"wartn\">73,6<\/td>\n<td class=\"wartn\">76,85<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pathlib<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">87,59<\/td>\n<td class=\"wartn\">89,06<\/td>\n<td class=\"wartn\">84,07<\/td>\n<td class=\"wartn\">76,32<\/td>\n<td class=\"wartn\"><span class=\"bestv\">74,25<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pickle<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">9,43<\/td>\n<td class=\"wartn\">9,35<\/td>\n<td class=\"wartn\">8,66<\/td>\n<td class=\"wartn\"><span class=\"bestv\">8,15<\/span><\/td>\n<td class=\"wartn\">8,64<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pickle_dict<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">23,5<\/td>\n<td class=\"wartn\">24,2<\/td>\n<td class=\"wartn\">21,5<\/td>\n<td class=\"wartn\">23,3<\/td>\n<td class=\"wartn\"><span class=\"bestv\">21,4<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pickle_list<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">4,15<\/td>\n<td class=\"wartn\">3,68<\/td>\n<td class=\"wartn\"><span class=\"bestv\">3,29<\/span><\/td>\n<td class=\"wartn\">3,37<\/td>\n<td class=\"wartn\">3,41<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pickle_pure_python<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">251<\/td>\n<td class=\"wartn\">222<\/td>\n<td class=\"wartn\"><span class=\"bestv\">220<\/span><\/td>\n<td class=\"wartn\">251<\/td>\n<td class=\"wartn\">311<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pidigits<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">172<\/td>\n<td class=\"wartn\">168<\/td>\n<td class=\"wartn\">168<\/td>\n<td class=\"wartn\">168<\/td>\n<td class=\"wartn\"><span class=\"bestv\">167<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pprint_pformat<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">1156<\/td>\n<td class=\"wartn\">1206<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1146<\/span><\/td>\n<td class=\"wartn\">1328<\/td>\n<td class=\"wartn\">1397<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pprint_safe_repr<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">591<\/td>\n<td class=\"wartn\">615<\/td>\n<td class=\"wartn\"><span class=\"bestv\">563<\/span><\/td>\n<td class=\"wartn\">640<\/td>\n<td class=\"wartn\">682<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">pyflate<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">358<\/td>\n<td class=\"wartn\">368<\/td>\n<td class=\"wartn\"><span class=\"bestv\">343<\/span><\/td>\n<td class=\"wartn\">379<\/td>\n<td class=\"wartn\">461<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">python_startup<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">29,36<\/td>\n<td class=\"wartn\">28,76<\/td>\n<td class=\"wartn\">27,6<\/td>\n<td class=\"wartn\">33,83<\/td>\n<td class=\"wartn\"><span class=\"bestv\">25,44<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">python_startup_no_site<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">22,04<\/td>\n<td class=\"wartn\">21,69<\/td>\n<td class=\"wartn\">21,0<\/td>\n<td class=\"wartn\">22,41<\/td>\n<td class=\"wartn\"><span class=\"bestv\">20,49<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">raytrace<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">230<\/td>\n<td class=\"wartn\"><span class=\"bestv\">212<\/span><\/td>\n<td class=\"wartn\"><span class=\"bestv\">212<\/span><\/td>\n<td class=\"wartn\">254<\/td>\n<td class=\"wartn\">314<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">regex_compile<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">91,82<\/span><\/td>\n<td class=\"wartn\">103<\/td>\n<td class=\"wartn\">96,15<\/td>\n<td class=\"wartn\">114<\/td>\n<td class=\"wartn\">117<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">regex_dna<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">141<\/td>\n<td class=\"wartn\">149<\/td>\n<td class=\"wartn\"><span class=\"bestv\">130<\/span><\/td>\n<td class=\"wartn\">137<\/td>\n<td class=\"wartn\">147<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">regex_effbot<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">1903<\/td>\n<td class=\"wartn\">1767<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1655<\/span><\/td>\n<td class=\"wartn\">1817<\/td>\n<td class=\"wartn\">1859<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">regex_v8<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">17,47<\/td>\n<td class=\"wartn\">17,05<\/td>\n<td class=\"wartn\"><span class=\"bestv\">15,38<\/span><\/td>\n<td class=\"wartn\">16,79<\/td>\n<td class=\"wartn\">17,24<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">richards<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">32,25<\/td>\n<td class=\"wartn\">34,28<\/td>\n<td class=\"wartn\"><span class=\"bestv\">28,18<\/span><\/td>\n<td class=\"wartn\">37,17<\/td>\n<td class=\"wartn\">44,82<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">richards_super<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">35,45<\/td>\n<td class=\"wartn\">38,53<\/td>\n<td class=\"wartn\"><span class=\"bestv\">31,95<\/span><\/td>\n<td class=\"wartn\">47,73<\/td>\n<td class=\"wartn\">57,58<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">scimark_fft<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">211<\/td>\n<td class=\"wartn\">215<\/td>\n<td class=\"wartn\"><span class=\"bestv\">205<\/span><\/td>\n<td class=\"wartn\">226<\/td>\n<td class=\"wartn\">216<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">scimark_lu<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">64,2<\/span><\/td>\n<td class=\"wartn\">74,67<\/td>\n<td class=\"wartn\">66,77<\/td>\n<td class=\"wartn\">77,47<\/td>\n<td class=\"wartn\">93,73<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">scimark_monte_carlo<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">48,13<\/span><\/td>\n<td class=\"wartn\">52,98<\/td>\n<td class=\"wartn\">48,27<\/td>\n<td class=\"wartn\">54,87<\/td>\n<td class=\"wartn\">65,04<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">scimark_sor<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">87,8<\/span><\/td>\n<td class=\"wartn\">94,79<\/td>\n<td class=\"wartn\">88,79<\/td>\n<td class=\"wartn\">96,92<\/td>\n<td class=\"wartn\">115<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">scimark_sparse_mat_mult<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">3050<\/td>\n<td class=\"wartn\"><span class=\"bestv\">2820<\/span><\/td>\n<td class=\"wartn\">2884<\/td>\n<td class=\"wartn\">3062<\/td>\n<td class=\"wartn\">2957<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">shortest_path<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">415<\/td>\n<td class=\"wartn\">411<\/td>\n<td class=\"wartn\"><span class=\"bestv\">382<\/span><\/td>\n<td class=\"wartn\">425<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">spectral_norm<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">72,74<\/td>\n<td class=\"wartn\">73,3<\/td>\n<td class=\"wartn\"><span class=\"bestv\">72,23<\/span><\/td>\n<td class=\"wartn\">82,72<\/td>\n<td class=\"wartn\">85,23<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sphinx<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">756<\/td>\n<td class=\"wartn\">770<\/td>\n<td class=\"wartn\"><span class=\"bestv\">754<\/span><\/td>\n<td class=\"wartn\">886<\/td>\n<td class=\"wartn\"><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlalchemy_declarative<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">93,21<\/span><\/td>\n<td class=\"wartn\">97,23<\/td>\n<td class=\"wartn\">98,18<\/td>\n<td class=\"wartn\">110<\/td>\n<td class=\"wartn\">124<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlalchemy_imperative<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">11,78<\/td>\n<td class=\"wartn\">11,26<\/td>\n<td class=\"wartn\"><span class=\"bestv\">10,42<\/span><\/td>\n<td class=\"wartn\">12,62<\/td>\n<td class=\"wartn\">13,32<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlglot_v2_normalize<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">84,92<\/td>\n<td class=\"wartn\">82,53<\/td>\n<td class=\"wartn\"><span class=\"bestv\">77,66<\/span><\/td>\n<td class=\"wartn\">94,7<\/td>\n<td class=\"wartn\">95,5<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlglot_v2_optimize<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">41,05<\/td>\n<td class=\"wartn\">39,79<\/td>\n<td class=\"wartn\"><span class=\"bestv\">37,6<\/span><\/td>\n<td class=\"wartn\">44,96<\/td>\n<td class=\"wartn\">45,47<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlglot_v2_parse<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">938<\/td>\n<td class=\"wartn\">961<\/td>\n<td class=\"wartn\"><span class=\"bestv\">925<\/span><\/td>\n<td class=\"wartn\">1150<\/td>\n<td class=\"wartn\">1388<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlglot_v2_transpile<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">1189<\/td>\n<td class=\"wartn\">1214<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1152<\/span><\/td>\n<td class=\"wartn\">1369<\/td>\n<td class=\"wartn\">1685<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sqlite_synth<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">1,95<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1,92<\/span><\/td>\n<td class=\"wartn\">2,0<\/td>\n<td class=\"wartn\">1,96<\/td>\n<td class=\"wartn\">2,16<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">subparsers<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">70,49<\/td>\n<td class=\"wartn\"><span class=\"bestv\">28,55<\/span><\/td>\n<td class=\"wartn\">57,79<\/td>\n<td class=\"wartn\">53,36<\/td>\n<td class=\"wartn\">59,32<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sympy_expand<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">352<\/td>\n<td class=\"wartn\">340<\/td>\n<td class=\"wartn\"><span class=\"bestv\">309<\/span><\/td>\n<td class=\"wartn\">347<\/td>\n<td class=\"wartn\">368<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sympy_integrate<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">14,15<\/span><\/td>\n<td class=\"wartn\">15,02<\/td>\n<td class=\"wartn\">14,24<\/td>\n<td class=\"wartn\">15,49<\/td>\n<td class=\"wartn\">17,25<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sympy_str<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">194<\/td>\n<td class=\"wartn\">207<\/td>\n<td class=\"wartn\"><span class=\"bestv\">191<\/span><\/td>\n<td class=\"wartn\">210<\/td>\n<td class=\"wartn\">226<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">sympy_sum<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">100<\/span><\/td>\n<td class=\"wartn\">105<\/td>\n<td class=\"wartn\"><span class=\"bestv\">100<\/span><\/td>\n<td class=\"wartn\">116<\/td>\n<td class=\"wartn\">126<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">telco<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">5372<\/td>\n<td class=\"wartn\">5950<\/td>\n<td class=\"wartn\">4830<\/td>\n<td class=\"wartn\">4558<\/td>\n<td class=\"wartn\"><span class=\"bestv\">4452<\/span><\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">tomli_loads<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">1547<\/span><\/td>\n<td class=\"wartn\">1672<\/td>\n<td class=\"wartn\">1556<\/td>\n<td class=\"wartn\">1576<\/td>\n<td class=\"wartn\">1932<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">tornado_http<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">105<\/span><\/td>\n<td class=\"wartn\">107<\/td>\n<td class=\"wartn\">108<\/td>\n<td class=\"wartn\">111<\/td>\n<td class=\"wartn\">139<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">typing_runtime_protocols<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">123<\/td>\n<td class=\"wartn\">131<\/td>\n<td class=\"wartn\"><span class=\"bestv\">117<\/span><\/td>\n<td class=\"wartn\">369<\/td>\n<td class=\"wartn\">382<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">unpack_sequence<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\"><span class=\"bestv\">0,042<\/span><\/td>\n<td class=\"wartn\">0,045<\/td>\n<td class=\"wartn\">0,044<\/td>\n<td class=\"wartn\">0,05<\/td>\n<td class=\"wartn\">0,044<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">unpickle<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">9,7<\/td>\n<td class=\"wartn\">10,7<\/td>\n<td class=\"wartn\">9,7<\/td>\n<td class=\"wartn\"><span class=\"bestv\">8,84<\/span><\/td>\n<td class=\"wartn\">9,55<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">unpickle_list<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">3,08<\/td>\n<td class=\"wartn\">3,08<\/td>\n<td class=\"wartn\">3,3<\/td>\n<td class=\"wartn\"><span class=\"bestv\">2,92<\/span><\/td>\n<td class=\"wartn\">3,3<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">unpickle_pure_python<\/td>\n<td class=\"miara\">\u03bcs<\/td>\n<td class=\"wartn\">153<\/td>\n<td class=\"wartn\">159<\/td>\n<td class=\"wartn\"><span class=\"bestv\">147<\/span><\/td>\n<td class=\"wartn\">173<\/td>\n<td class=\"wartn\">201<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">xml_etree_generate<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">64,28<\/td>\n<td class=\"wartn\">66,97<\/td>\n<td class=\"wartn\">65,02<\/td>\n<td class=\"wartn\"><span class=\"bestv\">60,18<\/span><\/td>\n<td class=\"wartn\">63,12<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">xml_etree_iterparse<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">73,86<\/span><\/td>\n<td class=\"wartn\">75,22<\/td>\n<td class=\"wartn\">73,92<\/td>\n<td class=\"wartn\">76,54<\/td>\n<td class=\"wartn\">80,54<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">xml_etree_parse<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\"><span class=\"bestv\">102<\/span><\/td>\n<td class=\"wartn\">113<\/td>\n<td class=\"wartn\">108<\/td>\n<td class=\"wartn\">115<\/td>\n<td class=\"wartn\">121<\/td>\n<\/tr>\n<tr>\n<td class=\"nameben\">xml_etree_process<\/td>\n<td class=\"miara\">ms<\/td>\n<td class=\"wartn\">44,46<\/td>\n<td class=\"wartn\">47,58<\/td>\n<td class=\"wartn\">43,16<\/td>\n<td class=\"wartn\"><span class=\"bestv\">42,62<\/span><\/td>\n<td class=\"wartn\">51,4<\/td>\n<\/tr>\n<\/table>\n<h2>Wyniki wzgl\u0119dne<\/h2>\n<p>Poni\u017csze wideo prezentuje wzgl\u0119dne wyniki w postaci wykres\u00f3w dla poszczeg\u00f3lnych grup test\u00f3w. Jako punkt odniesienia (100%) przyj\u0119to czasy uzyskane przy u\u017cyciu Pythona w wersji 3.14.<\/p>\n<p><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/Ft3odeBEST4\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>Wi\u0119cej informacji mo\u017cna znale\u017a\u0107 na stronie internetowej: <a href=\"https:\/\/python.lewoniewski.info\">python.lewoniewski.info<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>W niniejszym artykule przedstawiono wyniki test\u00f3w wydajno\u015bciowych j\u0119zyka Python w wersji 3.14, zestawione z rezultatami uzyskanymi dla wcze\u015bniejszych wersji \u2014 3.13, 3.12, 3.11 oraz 3.10. \u0141\u0105cznie wykonano ponad 100 zr\u00f3\u017cnicowanych test\u00f3w por\u00f3wnawczych, obejmuj\u0105cych zar\u00f3wno operacje obliczeniowe, jak i zadania zwi\u0105zane z przetwarzaniem danych, operacji wej\u015bca\/wyj\u015bcia oraz uruchamianiem aplikacji.<\/p>\n","protected":false},"author":1,"featured_media":976,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[184,138,185,139,137,140,8],"class_list":["post-975","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artykuly","tag-amd","tag-amd-ryzen-serii-7000","tag-intel","tag-intel-core-13-generacji","tag-python","tag-test-wydajnosci","tag-wideo"],"_links":{"self":[{"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/posts\/975","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/comments?post=975"}],"version-history":[{"count":0,"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/posts\/975\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/media\/976"}],"wp:attachment":[{"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/media?parent=975"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/categories?post=975"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/tags?post=975"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}