This page presents the benchmarking results for Leviathan, showcasing its performance and efficiency compared to other event loops. The tests compare the implementation of the asyncio standard event loop, uvloop, Leviathan (single thread mode) and Leviathan (thread-safe).
- CPU: 12th Gen Intel(R) Core(TM) i7-1255U
- Operating System: Linux Kernel 6.12.6-zen1-1-zen
In the benchmark charts:
- The X-axis represents various metrics, usually the number of events or tasks processed.
- The Y-axis represents the time taken to complete the test. Lower values indicate better performance.
For more information, refer to the code repository.
+-------------------------+---------+--------------+----------+-----------+-----------+------------+----------------+
| Loop | M | Avg Time (s) | Std (s) | Min (s) | Max (s) | Diff (s) | Relative Speed |
+-------------------------+---------+--------------+----------+-----------+-----------+------------+----------------+
| asyncio | 1024 | 0.375018 | 0.010022 | 0.368652 | 0.402833 | 0.000000 | 1.00 |
| asyncio | 2048 | 0.387695 | 0.008655 | 0.378153 | 0.409862 | 0.000000 | 1.00 |
| asyncio | 4096 | 0.416794 | 0.020207 | 0.398286 | 0.451082 | 0.000000 | 1.00 |
| asyncio | 8192 | 0.468430 | 0.017865 | 0.444387 | 0.497959 | 0.000000 | 1.00 |
| asyncio | 16384 | 0.595335 | 0.013538 | 0.578329 | 0.616394 | 0.000000 | 1.00 |
| asyncio | 32768 | 0.903641 | 0.040486 | 0.858796 | 0.957626 | 0.000000 | 1.00 |
| asyncio | 65536 | 1.685111 | 0.026527 | 1.654442 | 1.726105 | 0.000000 | 1.00 |
| asyncio | 131072 | 3.887343 | 0.037467 | 3.822594 | 3.950398 | 0.000000 | 1.00 |
| asyncio | 262144 | 8.129758 | 0.065539 | 8.040083 | 8.236580 | 0.000000 | 1.00 |
| asyncio | 524288 | 16.340546 | 0.083860 | 16.234476 | 16.535204 | 0.000000 | 1.00 |
| asyncio | 1048576 | 33.054609 | 0.349142 | 32.671418 | 33.736677 | 0.000000 | 1.00 |
| uvloop | 1024 | 0.368026 | 0.002628 | 0.364697 | 0.373023 | -0.006991 | 1.02 |
| uvloop | 2048 | 0.378254 | 0.003247 | 0.374410 | 0.383970 | -0.009441 | 1.02 |
| uvloop | 4096 | 0.390858 | 0.004942 | 0.384778 | 0.399659 | -0.025936 | 1.07 |
| uvloop | 8192 | 0.447996 | 0.022594 | 0.415997 | 0.484102 | -0.020434 | 1.05 |
| uvloop | 16384 | 0.533285 | 0.017749 | 0.512389 | 0.571963 | -0.062051 | 1.12 |
| uvloop | 32768 | 0.769410 | 0.036433 | 0.721310 | 0.819421 | -0.134232 | 1.17 |
| uvloop | 65536 | 1.375576 | 0.047785 | 1.314090 | 1.448086 | -0.309536 | 1.23 |
| uvloop | 131072 | 3.184596 | 0.063338 | 3.106580 | 3.312119 | -0.702747 | 1.22 |
| uvloop | 262144 | 6.620038 | 0.044339 | 6.532523 | 6.690536 | -1.509720 | 1.23 |
| uvloop | 524288 | 13.044693 | 0.102873 | 12.920414 | 13.264171 | -3.295853 | 1.25 |
| uvloop | 1048576 | 26.512807 | 0.338647 | 26.111257 | 27.246125 | -6.541802 | 1.25 |
| leviathan | 1024 | 0.364387 | 0.002164 | 0.361279 | 0.368495 | -0.010631 | 1.03 |
| leviathan | 2048 | 0.375450 | 0.003666 | 0.371887 | 0.380825 | -0.012245 | 1.03 |
| leviathan | 4096 | 0.395467 | 0.015727 | 0.386498 | 0.438793 | -0.021327 | 1.05 |
| leviathan | 8192 | 0.436470 | 0.027073 | 0.406405 | 0.487061 | -0.031960 | 1.07 |
| leviathan | 16384 | 0.504719 | 0.016756 | 0.481492 | 0.541508 | -0.090616 | 1.18 |
| leviathan | 32768 | 0.703282 | 0.032788 | 0.660671 | 0.774562 | -0.200359 | 1.28 |
| leviathan | 65536 | 1.181601 | 0.065622 | 1.094126 | 1.268211 | -0.503510 | 1.43 |
| leviathan | 131072 | 2.381997 | 0.070825 | 2.273449 | 2.478587 | -1.505346 | 1.63 |
| leviathan | 262144 | 4.994973 | 0.093709 | 4.823518 | 5.140560 | -3.134785 | 1.63 |
| leviathan | 524288 | 10.162340 | 0.353300 | 9.631937 | 10.658074 | -6.178206 | 1.61 |
| leviathan | 1048576 | 20.467259 | 0.454458 | 19.749102 | 21.438692 | -12.587351 | 1.61 |
| leviathan (Thread-safe) | 1024 | 0.366674 | 0.003537 | 0.361687 | 0.374967 | -0.008344 | 1.02 |
| leviathan (Thread-safe) | 2048 | 0.377521 | 0.004889 | 0.370672 | 0.387584 | -0.010173 | 1.03 |
| leviathan (Thread-safe) | 4096 | 0.407951 | 0.025343 | 0.392205 | 0.456074 | -0.008843 | 1.02 |
| leviathan (Thread-safe) | 8192 | 0.463298 | 0.036226 | 0.416922 | 0.526343 | -0.005132 | 1.01 |
| leviathan (Thread-safe) | 16384 | 0.544518 | 0.009624 | 0.533693 | 0.562228 | -0.050817 | 1.09 |
| leviathan (Thread-safe) | 32768 | 0.811829 | 0.034211 | 0.763737 | 0.872738 | -0.091812 | 1.11 |
| leviathan (Thread-safe) | 65536 | 1.470490 | 0.099596 | 1.292009 | 1.607354 | -0.214622 | 1.15 |
| leviathan (Thread-safe) | 131072 | 3.041560 | 0.143845 | 2.898891 | 3.301880 | -0.845783 | 1.28 |
| leviathan (Thread-safe) | 262144 | 6.264837 | 0.138828 | 6.101678 | 6.510092 | -1.864921 | 1.30 |
| leviathan (Thread-safe) | 524288 | 11.931302 | 0.383676 | 11.190677 | 12.321946 | -4.409244 | 1.37 |
| leviathan (Thread-safe) | 1048576 | 22.625772 | 0.677027 | 21.588504 | 23.693504 | -10.428838 | 1.46 |
+-------------------------+---------+--------------+----------+-----------+-----------+------------+----------------+
For more information, refer to the code repository.
+-------------------------+---------+--------------+----------+-----------+-----------+------------+----------------+
| Loop | M | Avg Time (s) | Std (s) | Min (s) | Max (s) | Diff (s) | Relative Speed |
+-------------------------+---------+--------------+----------+-----------+-----------+------------+----------------+
| asyncio | 1024 | 0.134028 | 0.008350 | 0.128858 | 0.148825 | 0.000000 | 1.00 |
| asyncio | 2048 | 0.169741 | 0.020710 | 0.155876 | 0.206157 | 0.000000 | 1.00 |
| asyncio | 4096 | 0.250220 | 0.015975 | 0.223897 | 0.264706 | 0.000000 | 1.00 |
| asyncio | 8192 | 0.452560 | 0.048827 | 0.365851 | 0.481424 | 0.000000 | 1.00 |
| asyncio | 16384 | 0.915671 | 0.073769 | 0.828569 | 1.014413 | 0.000000 | 1.00 |
| asyncio | 32768 | 2.064106 | 0.117888 | 1.987659 | 2.270346 | 0.000000 | 1.00 |
| asyncio | 65536 | 4.757083 | 0.031608 | 4.720270 | 4.804005 | 0.000000 | 1.00 |
| asyncio | 131072 | 10.315472 | 0.313513 | 9.911904 | 10.712905 | 0.000000 | 1.00 |
| asyncio | 262144 | 20.684352 | 0.380911 | 20.124141 | 21.192912 | 0.000000 | 1.00 |
| asyncio | 524288 | 41.492322 | 0.510154 | 40.735358 | 42.073255 | 0.000000 | 1.00 |
| asyncio | 1048576 | 82.861795 | 2.185065 | 80.447485 | 84.600065 | 0.000000 | 1.00 |
| uvloop | 1024 | 0.121851 | 0.002563 | 0.118154 | 0.124644 | -0.012177 | 1.10 |
| uvloop | 2048 | 0.138642 | 0.001049 | 0.137228 | 0.139989 | -0.031100 | 1.22 |
| uvloop | 4096 | 0.178471 | 0.001910 | 0.175765 | 0.180271 | -0.071749 | 1.40 |
| uvloop | 8192 | 0.261669 | 0.004655 | 0.254622 | 0.265866 | -0.190890 | 1.73 |
| uvloop | 16384 | 0.715202 | 0.168447 | 0.468395 | 0.911077 | -0.200469 | 1.28 |
| uvloop | 32768 | 1.815815 | 0.209367 | 1.577443 | 2.016179 | -0.248292 | 1.14 |
| uvloop | 65536 | 4.187641 | 0.136092 | 4.038903 | 4.401987 | -0.569442 | 1.14 |
| uvloop | 131072 | 8.862893 | 0.148427 | 8.708782 | 9.107963 | -1.452579 | 1.16 |
| uvloop | 262144 | 17.280605 | 0.202800 | 17.059753 | 17.497679 | -3.403747 | 1.20 |
| uvloop | 524288 | 33.709605 | 0.630104 | 33.027200 | 34.702825 | -7.782716 | 1.23 |
| uvloop | 1048576 | 68.277847 | 2.535003 | 64.588962 | 70.699248 | -14.583948 | 1.21 |
| leviathan | 1024 | 0.120266 | 0.002815 | 0.118332 | 0.125163 | -0.013762 | 1.11 |
| leviathan | 2048 | 0.132001 | 0.001365 | 0.130803 | 0.134131 | -0.037740 | 1.29 |
| leviathan | 4096 | 0.164734 | 0.002809 | 0.161295 | 0.168951 | -0.085487 | 1.52 |
| leviathan | 8192 | 0.229044 | 0.005149 | 0.222045 | 0.234868 | -0.223516 | 1.98 |
| leviathan | 16384 | 0.397866 | 0.012695 | 0.376322 | 0.407332 | -0.517804 | 2.30 |
| leviathan | 32768 | 1.210797 | 0.077759 | 1.089048 | 1.293357 | -0.853310 | 1.70 |
| leviathan | 65536 | 2.974424 | 0.163094 | 2.748406 | 3.200891 | -1.782660 | 1.60 |
| leviathan | 131072 | 5.980199 | 0.152210 | 5.780707 | 6.172673 | -4.335273 | 1.72 |
| leviathan | 262144 | 11.683447 | 0.328172 | 11.183694 | 12.039191 | -9.000905 | 1.77 |
| leviathan | 524288 | 22.863529 | 0.566871 | 22.254479 | 23.723134 | -18.628792 | 1.81 |
| leviathan | 1048576 | 46.243996 | 3.523557 | 43.564038 | 52.322705 | -36.617799 | 1.79 |
| leviathan (Thread-safe) | 1024 | 0.125138 | 0.003600 | 0.120995 | 0.128530 | -0.008890 | 1.07 |
| leviathan (Thread-safe) | 2048 | 0.139609 | 0.005408 | 0.135828 | 0.148671 | -0.030133 | 1.22 |
| leviathan (Thread-safe) | 4096 | 0.178747 | 0.004965 | 0.171289 | 0.185004 | -0.071474 | 1.40 |
| leviathan (Thread-safe) | 8192 | 0.463265 | 0.444798 | 0.257737 | 1.258885 | 0.010706 | 0.98 |
| leviathan (Thread-safe) | 16384 | 0.901455 | 0.566683 | 0.477525 | 1.523778 | -0.014215 | 1.02 |
| leviathan (Thread-safe) | 32768 | 1.536727 | 0.558720 | 0.920464 | 1.985868 | -0.527379 | 1.34 |
| leviathan (Thread-safe) | 65536 | 3.240519 | 0.559413 | 2.804129 | 3.866802 | -1.516565 | 1.47 |
| leviathan (Thread-safe) | 131072 | 6.345228 | 0.676297 | 5.831912 | 7.158005 | -3.970244 | 1.63 |
| leviathan (Thread-safe) | 262144 | 11.789295 | 1.083983 | 10.795235 | 13.447184 | -8.895057 | 1.75 |
| leviathan (Thread-safe) | 524288 | 23.937342 | 1.189446 | 22.737851 | 25.599161 | -17.554980 | 1.73 |
| leviathan (Thread-safe) | 1048576 | 69.699637 | 8.955139 | 60.438495 | 79.583442 | -13.162157 | 1.19 |
+-------------------------+---------+--------------+----------+-----------+-----------+------------+----------------+
For more information, refer to the code repository.
+-------------------------+---------+--------------+----------+-----------+-----------+-----------+----------------+
| Loop | M | Avg Time (s) | Std (s) | Min (s) | Max (s) | Diff (s) | Relative Speed |
+-------------------------+---------+--------------+----------+-----------+-----------+-----------+----------------+
| asyncio | 1024 | 0.008297 | 0.001008 | 0.007641 | 0.010069 | 0.000000 | 1.00 |
| asyncio | 2048 | 0.021029 | 0.009324 | 0.015979 | 0.037671 | 0.000000 | 1.00 |
| asyncio | 4096 | 0.038187 | 0.007089 | 0.034327 | 0.050731 | 0.000000 | 1.00 |
| asyncio | 8192 | 0.094869 | 0.022934 | 0.070970 | 0.123808 | 0.000000 | 1.00 |
| asyncio | 16384 | 0.195122 | 0.016901 | 0.174545 | 0.220684 | 0.000000 | 1.00 |
| asyncio | 32768 | 0.437433 | 0.031800 | 0.411314 | 0.491868 | 0.000000 | 1.00 |
| asyncio | 65536 | 1.110414 | 0.042283 | 1.071026 | 1.171607 | 0.000000 | 1.00 |
| asyncio | 131072 | 2.824722 | 0.177047 | 2.610265 | 3.076836 | 0.000000 | 1.00 |
| asyncio | 262144 | 6.039110 | 0.392077 | 5.390736 | 6.368171 | 0.000000 | 1.00 |
| asyncio | 524288 | 12.333188 | 1.187953 | 10.801023 | 13.549495 | 0.000000 | 1.00 |
| asyncio | 1048576 | 24.472050 | 2.953708 | 21.301061 | 28.648242 | 0.000000 | 1.00 |
| uvloop | 1024 | 0.006551 | 0.001284 | 0.005583 | 0.008802 | -0.001746 | 1.27 |
| uvloop | 2048 | 0.012608 | 0.000580 | 0.011965 | 0.013246 | -0.008421 | 1.67 |
| uvloop | 4096 | 0.029603 | 0.003558 | 0.026929 | 0.035650 | -0.008585 | 1.29 |
| uvloop | 8192 | 0.061475 | 0.002606 | 0.059049 | 0.065885 | -0.033394 | 1.54 |
| uvloop | 16384 | 0.409935 | 0.257272 | 0.124939 | 0.625488 | 0.214813 | 0.48 |
| uvloop | 32768 | 1.136806 | 0.219967 | 0.746243 | 1.254680 | 0.699373 | 0.38 |
| uvloop | 65536 | 2.130005 | 0.353644 | 1.614962 | 2.606240 | 1.019592 | 0.52 |
| uvloop | 131072 | 4.049438 | 0.426913 | 3.580983 | 4.611872 | 1.224715 | 0.70 |
| uvloop | 262144 | 7.189757 | 0.721214 | 6.324345 | 8.165337 | 1.150647 | 0.84 |
| uvloop | 524288 | 13.751173 | 0.813986 | 12.508862 | 14.459211 | 1.417985 | 0.90 |
| uvloop | 1048576 | 22.664332 | 1.931204 | 19.489851 | 24.364738 | -1.807718 | 1.08 |
| leviathan | 1024 | 0.005820 | 0.001148 | 0.004749 | 0.007521 | -0.002477 | 1.43 |
| leviathan | 2048 | 0.011078 | 0.000505 | 0.010482 | 0.011783 | -0.009951 | 1.90 |
| leviathan | 4096 | 0.023054 | 0.000729 | 0.022156 | 0.024093 | -0.015134 | 1.66 |
| leviathan | 8192 | 0.050353 | 0.000981 | 0.049286 | 0.051474 | -0.044516 | 1.88 |
| leviathan | 16384 | 0.106596 | 0.003870 | 0.103443 | 0.113130 | -0.088526 | 1.83 |
| leviathan | 32768 | 0.524590 | 0.284289 | 0.213735 | 0.771195 | 0.087157 | 0.83 |
| leviathan | 65536 | 1.831908 | 0.273557 | 1.509865 | 2.078826 | 0.721494 | 0.61 |
| leviathan | 131072 | 3.188058 | 0.455266 | 2.696271 | 3.763029 | 0.363336 | 0.89 |
| leviathan | 262144 | 5.976918 | 0.678357 | 4.982496 | 6.813848 | -0.062192 | 1.01 |
| leviathan | 524288 | 11.217216 | 0.836350 | 10.146951 | 12.329180 | -1.115972 | 1.10 |
| leviathan | 1048576 | 19.698284 | 2.052252 | 17.767812 | 22.212158 | -4.773766 | 1.24 |
| leviathan (Thread-safe) | 1024 | 0.005776 | 0.001114 | 0.004982 | 0.007714 | -0.002521 | 1.44 |
| leviathan (Thread-safe) | 2048 | 0.011909 | 0.001001 | 0.010918 | 0.013314 | -0.009120 | 1.77 |
| leviathan (Thread-safe) | 4096 | 0.025627 | 0.001042 | 0.024195 | 0.026727 | -0.012561 | 1.49 |
| leviathan (Thread-safe) | 8192 | 0.064032 | 0.003679 | 0.057647 | 0.066738 | -0.030837 | 1.48 |
| leviathan (Thread-safe) | 16384 | 0.115657 | 0.005990 | 0.111217 | 0.122665 | -0.079465 | 1.69 |
| leviathan (Thread-safe) | 32768 | 0.552796 | 0.479433 | 0.225447 | 1.307083 | 0.115363 | 0.79 |
| leviathan (Thread-safe) | 65536 | 1.904080 | 0.284859 | 1.564352 | 2.164516 | 0.793667 | 0.58 |
| leviathan (Thread-safe) | 131072 | 3.485383 | 0.396583 | 2.866895 | 3.972738 | 0.660661 | 0.81 |
| leviathan (Thread-safe) | 262144 | 6.301983 | 0.711853 | 5.723702 | 7.156386 | 0.262873 | 0.96 |
| leviathan (Thread-safe) | 524288 | 11.755830 | 1.322109 | 10.019304 | 13.463421 | -0.577358 | 1.05 |
| leviathan (Thread-safe) | 1048576 | 20.584829 | 1.792399 | 18.344899 | 23.189333 | -3.887221 | 1.19 |
+-------------------------+---------+--------------+----------+-----------+-----------+-----------+----------------+
For more information, refer to the code repository.
+-------------------------+---------+--------------+----------+------------+------------+-------------+----------------+
| Loop | M | Avg Time (s) | Std (s) | Min (s) | Max (s) | Diff (s) | Relative Speed |
+-------------------------+---------+--------------+----------+------------+------------+-------------+----------------+
| asyncio | 1024 | 1.282383 | 0.009293 | 1.270238 | 1.291187 | 0.000000 | 1.00 |
| asyncio | 2048 | 1.304388 | 0.015077 | 1.281692 | 1.322457 | 0.000000 | 1.00 |
| asyncio | 4096 | 1.317350 | 0.007364 | 1.306864 | 1.324807 | 0.000000 | 1.00 |
| asyncio | 8192 | 1.500066 | 0.259278 | 1.370869 | 1.963298 | 0.000000 | 1.00 |
| asyncio | 16384 | 2.736583 | 0.287174 | 2.409391 | 2.998079 | 0.000000 | 1.00 |
| asyncio | 32768 | 5.446193 | 0.303722 | 5.157299 | 5.927114 | 0.000000 | 1.00 |
| asyncio | 65536 | 11.763448 | 0.202390 | 11.654359 | 12.121911 | 0.000000 | 1.00 |
| asyncio | 131072 | 25.392508 | 0.444236 | 25.123286 | 26.177662 | 0.000000 | 1.00 |
| asyncio | 262144 | 50.735398 | 0.779790 | 49.870661 | 51.779669 | 0.000000 | 1.00 |
| asyncio | 524288 | 101.804797 | 1.105424 | 100.154110 | 103.123745 | 0.000000 | 1.00 |
| asyncio | 1048576 | 190.349072 | 1.705203 | 188.422919 | 192.132488 | 0.000000 | 1.00 |
| uvloop | 1024 | 1.273323 | 0.008527 | 1.263567 | 1.286516 | -0.009060 | 1.01 |
| uvloop | 2048 | 1.292498 | 0.005975 | 1.282831 | 1.297048 | -0.011890 | 1.01 |
| uvloop | 4096 | 1.298408 | 0.006065 | 1.290732 | 1.305087 | -0.018942 | 1.01 |
| uvloop | 8192 | 1.729940 | 0.204466 | 1.365915 | 1.844768 | 0.229874 | 0.87 |
| uvloop | 16384 | 2.530354 | 0.228040 | 2.130977 | 2.697850 | -0.206229 | 1.08 |
| uvloop | 32768 | 5.145567 | 0.283020 | 4.885735 | 5.471380 | -0.300626 | 1.06 |
| uvloop | 65536 | 10.711123 | 0.219222 | 10.463346 | 10.945348 | -1.052325 | 1.10 |
| uvloop | 131072 | 22.281642 | 1.080690 | 21.191074 | 23.947658 | -3.110867 | 1.14 |
| uvloop | 262144 | 42.718136 | 0.769469 | 41.745776 | 43.516010 | -8.017262 | 1.19 |
| uvloop | 524288 | 82.312724 | 0.892185 | 80.792410 | 82.973889 | -19.492072 | 1.24 |
| uvloop | 1048576 | 152.743055 | 2.951575 | 148.077070 | 155.581147 | -37.606018 | 1.25 |
| leviathan | 1024 | 1.267021 | 0.005490 | 1.261616 | 1.275056 | -0.015362 | 1.01 |
| leviathan | 2048 | 1.284644 | 0.007168 | 1.278529 | 1.293844 | -0.019745 | 1.02 |
| leviathan | 4096 | 1.299828 | 0.007796 | 1.294216 | 1.313470 | -0.017522 | 1.01 |
| leviathan | 8192 | 1.425916 | 0.203537 | 1.322250 | 1.789482 | -0.074150 | 1.05 |
| leviathan | 16384 | 1.933249 | 0.009983 | 1.920650 | 1.948610 | -0.803334 | 1.42 |
| leviathan | 32768 | 3.185128 | 0.028512 | 3.153716 | 3.228363 | -2.261065 | 1.71 |
| leviathan | 65536 | 6.052612 | 0.238427 | 5.633223 | 6.220020 | -5.710836 | 1.94 |
| leviathan | 131072 | 12.031673 | 0.116238 | 11.833281 | 12.113225 | -13.360835 | 2.11 |
| leviathan | 262144 | 23.908303 | 0.354847 | 23.643685 | 24.523418 | -26.827095 | 2.12 |
| leviathan | 524288 | 45.613273 | 0.628571 | 44.609994 | 46.248164 | -56.191523 | 2.23 |
| leviathan | 1048576 | 85.410455 | 0.797819 | 84.219854 | 86.156391 | -104.938617 | 2.23 |
| leviathan (Thread-safe) | 1024 | 1.262927 | 0.005113 | 1.257240 | 1.270050 | -0.019456 | 1.02 |
| leviathan (Thread-safe) | 2048 | 1.284139 | 0.010881 | 1.274806 | 1.301416 | -0.020249 | 1.02 |
| leviathan (Thread-safe) | 4096 | 1.301013 | 0.007153 | 1.294842 | 1.312544 | -0.016338 | 1.01 |
| leviathan (Thread-safe) | 8192 | 1.533695 | 0.261098 | 1.333453 | 1.826828 | 0.033628 | 0.98 |
| leviathan (Thread-safe) | 16384 | 1.939580 | 0.010985 | 1.929760 | 1.958194 | -0.797003 | 1.41 |
| leviathan (Thread-safe) | 32768 | 3.191651 | 0.043971 | 3.139320 | 3.255613 | -2.254542 | 1.71 |
| leviathan (Thread-safe) | 65536 | 6.129553 | 0.236711 | 5.712924 | 6.299332 | -5.633895 | 1.92 |
| leviathan (Thread-safe) | 131072 | 12.202613 | 0.054105 | 12.136703 | 12.276194 | -13.189896 | 2.08 |
| leviathan (Thread-safe) | 262144 | 24.238606 | 0.371973 | 23.893528 | 24.863546 | -26.496792 | 2.09 |
| leviathan (Thread-safe) | 524288 | 46.149951 | 1.686452 | 44.867801 | 49.031149 | -55.654846 | 2.21 |
| leviathan (Thread-safe) | 1048576 | 86.425608 | 1.455244 | 84.252783 | 88.006353 | -103.923464 | 2.20 |
+-------------------------+---------+--------------+----------+------------+------------+-------------+----------------+
For more information, refer to the code repository.
+-------------------------+---------+--------------+----------+-----------+-----------+-----------+----------------+
| Loop | M | Avg Time (s) | Std (s) | Min (s) | Max (s) | Diff (s) | Relative Speed |
+-------------------------+---------+--------------+----------+-----------+-----------+-----------+----------------+
| asyncio | 1024 | 0.213942 | 0.003711 | 0.209865 | 0.218530 | 0.000000 | 1.00 |
| asyncio | 2048 | 0.205987 | 0.050005 | 0.118253 | 0.244148 | 0.000000 | 1.00 |
| asyncio | 4096 | 0.233860 | 0.005403 | 0.229497 | 0.242472 | 0.000000 | 1.00 |
| asyncio | 8192 | 0.265175 | 0.017228 | 0.247747 | 0.285947 | 0.000000 | 1.00 |
| asyncio | 16384 | 0.320709 | 0.016963 | 0.294617 | 0.337122 | 0.000000 | 1.00 |
| asyncio | 32768 | 0.432045 | 0.017832 | 0.418623 | 0.455751 | 0.000000 | 1.00 |
| asyncio | 65536 | 0.773801 | 0.060776 | 0.670893 | 0.831887 | 0.000000 | 1.00 |
| asyncio | 131072 | 1.816105 | 0.113488 | 1.721338 | 2.013246 | 0.000000 | 1.00 |
| asyncio | 262144 | 4.067129 | 0.206805 | 3.836306 | 4.333449 | 0.000000 | 1.00 |
| asyncio | 524288 | 8.406694 | 0.524859 | 7.806471 | 9.078897 | 0.000000 | 1.00 |
| asyncio | 1048576 | 16.934769 | 1.054783 | 15.425269 | 18.216329 | 0.000000 | 1.00 |
| uvloop | 1024 | 0.211735 | 0.001580 | 0.209147 | 0.213445 | -0.002208 | 1.01 |
| uvloop | 2048 | 0.198102 | 0.045019 | 0.117843 | 0.223406 | -0.007885 | 1.04 |
| uvloop | 4096 | 0.232494 | 0.004741 | 0.227102 | 0.238307 | -0.001367 | 1.01 |
| uvloop | 8192 | 0.225809 | 0.042195 | 0.150951 | 0.252203 | -0.039365 | 1.17 |
| uvloop | 16384 | 0.291878 | 0.018578 | 0.274506 | 0.315345 | -0.028831 | 1.10 |
| uvloop | 32768 | 0.399522 | 0.025834 | 0.374251 | 0.439365 | -0.032522 | 1.08 |
| uvloop | 65536 | 0.675341 | 0.023375 | 0.655817 | 0.713201 | -0.098460 | 1.15 |
| uvloop | 131072 | 1.496600 | 0.118094 | 1.392732 | 1.692626 | -0.319505 | 1.21 |
| uvloop | 262144 | 3.609815 | 0.305399 | 3.305795 | 4.081783 | -0.457315 | 1.13 |
| uvloop | 524288 | 6.892482 | 0.317169 | 6.466704 | 7.194207 | -1.514212 | 1.22 |
| uvloop | 1048576 | 14.903574 | 0.523739 | 14.173310 | 15.514117 | -2.031195 | 1.14 |
| leviathan | 1024 | 0.210283 | 0.002471 | 0.206983 | 0.213053 | -0.003659 | 1.02 |
| leviathan | 2048 | 0.219308 | 0.001608 | 0.217906 | 0.221904 | 0.013320 | 0.94 |
| leviathan | 4096 | 0.227789 | 0.004976 | 0.221467 | 0.233359 | -0.006072 | 1.03 |
| leviathan | 8192 | 0.243157 | 0.004826 | 0.235280 | 0.247186 | -0.022017 | 1.09 |
| leviathan | 16384 | 0.271161 | 0.004363 | 0.266423 | 0.276817 | -0.049548 | 1.18 |
| leviathan | 32768 | 0.355931 | 0.073200 | 0.228758 | 0.414696 | -0.076114 | 1.21 |
| leviathan | 65536 | 0.608057 | 0.038940 | 0.568403 | 0.666166 | -0.165745 | 1.27 |
| leviathan | 131072 | 1.283850 | 0.115180 | 1.192737 | 1.482356 | -0.532255 | 1.41 |
| leviathan | 262144 | 2.722591 | 0.121669 | 2.590392 | 2.899703 | -1.344538 | 1.49 |
| leviathan | 524288 | 6.050718 | 0.573716 | 5.439655 | 6.889091 | -2.355976 | 1.39 |
| leviathan | 1048576 | 11.804799 | 0.644189 | 10.733829 | 12.356239 | -5.129971 | 1.43 |
| leviathan (Thread-safe) | 1024 | 0.211711 | 0.001166 | 0.210057 | 0.213210 | -0.002231 | 1.01 |
| leviathan (Thread-safe) | 2048 | 0.218711 | 0.001230 | 0.216674 | 0.219951 | 0.012724 | 0.94 |
| leviathan (Thread-safe) | 4096 | 0.256952 | 0.066262 | 0.226189 | 0.375474 | 0.023092 | 0.91 |
| leviathan (Thread-safe) | 8192 | 0.262622 | 0.049895 | 0.234822 | 0.351615 | -0.002553 | 1.01 |
| leviathan (Thread-safe) | 16384 | 0.344388 | 0.062810 | 0.269750 | 0.396720 | 0.023678 | 0.93 |
| leviathan (Thread-safe) | 32768 | 0.466832 | 0.019537 | 0.447335 | 0.492419 | 0.034787 | 0.93 |
| leviathan (Thread-safe) | 65536 | 0.845629 | 0.100797 | 0.759931 | 0.971075 | 0.071827 | 0.92 |
| leviathan (Thread-safe) | 131072 | 1.609617 | 0.138211 | 1.443702 | 1.812005 | -0.206488 | 1.13 |
| leviathan (Thread-safe) | 262144 | 3.237495 | 0.111707 | 3.098228 | 3.381273 | -0.829634 | 1.26 |
| leviathan (Thread-safe) | 524288 | 6.584585 | 0.680144 | 5.652374 | 7.532337 | -1.822110 | 1.28 |
| leviathan (Thread-safe) | 1048576 | 12.995361 | 2.781370 | 10.929701 | 17.819347 | -3.939408 | 1.30 |
+-------------------------+---------+--------------+----------+-----------+-----------+-----------+----------------+
