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docs(benchmarks): update benchmark results
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‎BENCHMARKS.md‎

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### Insert Benchmark
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| language | backend | ngram_size | mean | stddev | iterations |
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|:-----------|:---------------------------------|-------------:|---------:|----------:|-------------:|
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| julia | SimString.jl | 2 | 80.1176 | 20.0079 | 100 |
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| julia | SimString.jl | 3 | 95.81 | 23.315 | 100 |
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| julia | SimString.jl | 4 | 110.312 | 28.9859 | 100 |
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| python | simstring-fast | 2 | 87.371 | 2.59425 | 100 |
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| python | simstring-fast | 3 | 103.408 | 3.23279 | 100 |
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| python | simstring-fast | 4 | 113.879 | 3.87317 | 100 |
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| python | simstring-rust (python bindings) | 2 | 35.9635 | 0.445589 | 100 |
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| python | simstring-rust (python bindings) | 3 | 42.649 | 0.545966 | 100 |
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| python | simstring-rust (python bindings) | 4 | 44.5506 | 0.813062 | 100 |
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| ruby | simstring-pure | 2 | 638.763 | 6.4811 | 32 |
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| ruby | simstring-pure | 3 | 713.2 | 13.2463 | 29 |
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| ruby | simstring-pure | 4 | 811.007 | 18.118 | 25 |
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| rust | simstring-rust (native) | 2 | 33.7789 | 0.458465 | 100 |
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| rust | simstring-rust (native) | 3 | 39.112 | 0.882717 | 100 |
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| rust | simstring-rust (native) | 4 | 40.3012 | 0.335851 | 100 |
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| julia | SimString.jl | 2 | 76.4993 | 19.9902 | 100 |
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| julia | SimString.jl | 3 | 89.1571 | 22.3476 | 100 |
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| julia | SimString.jl | 4 | 107.365 | 29.7563 | 100 |
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| python | simstring-fast | 2 | 86.0333 | 2.22717 | 100 |
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| python | simstring-fast | 3 | 99.499 | 2.16846 | 100 |
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| python | simstring-fast | 4 | 110.279 | 3.0815 | 100 |
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| python | simstring-rust (python bindings) | 2 | 36.4344 | 0.428357 | 100 |
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| python | simstring-rust (python bindings) | 3 | 43.3345 | 0.689792 | 100 |
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| python | simstring-rust (python bindings) | 4 | 44.487 | 0.457168 | 100 |
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| ruby | simstring-pure | 2 | 626.281 | 10.0281 | 32 |
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| ruby | simstring-pure | 3 | 688.976 | 8.9207 | 30 |
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| ruby | simstring-pure | 4 | 783.062 | 17.1959 | 26 |
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| rust | simstring-rust (native) | 2 | 34.0033 | 1.00771 | 100 |
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| rust | simstring-rust (native) | 3 | 38.9999 | 0.782138 | 100 |
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| rust | simstring-rust (native) | 4 | 40.3935 | 0.361808 | 100 |
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### Search Benchmark
3131
| language | backend | ngram_size | threshold | mean | stddev | iterations |
3232
|:-----------|:---------------------------------|-------------:|------------:|----------:|----------:|-------------:|
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| julia | SimString.jl | 2 | 0.6 | 354.221 | 6.66204 | 57 |
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| julia | SimString.jl | 2 | 0.7 | 225.201 | 4.47958 | 89 |
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| julia | SimString.jl | 2 | 0.8 | 123.771 | 2.5764 | 100 |
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| julia | SimString.jl | 3 | 0.6 | 289.436 | 6.47307 | 70 |
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| julia | SimString.jl | 3 | 0.7 | 188.688 | 3.37093 | 100 |
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| julia | SimString.jl | 3 | 0.8 | 110.559 | 2.52298 | 100 |
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| julia | SimString.jl | 4 | 0.6 | 262.623 | 3.67671 | 77 |
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| julia | SimString.jl | 4 | 0.7 | 178.494 | 2.52974 | 100 |
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| julia | SimString.jl | 4 | 0.8 | 108.521 | 3.53078 | 100 |
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| python | simstring-fast | 2 | 0.6 | 106.338 | 3.74331 | 100 |
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| python | simstring-fast | 2 | 0.7 | 48.0705 | 1.05508 | 100 |
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| python | simstring-fast | 2 | 0.8 | 20.4089 | 0.230905 | 100 |
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| python | simstring-fast | 2 | 0.9 | 8.84347 | 0.0625646 | 100 |
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| python | simstring-fast | 3 | 0.6 | 80.4391 | 3.3047 | 100 |
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| python | simstring-fast | 3 | 0.7 | 35.835 | 0.900294 | 100 |
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| python | simstring-fast | 3 | 0.8 | 17.1209 | 0.314078 | 100 |
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| python | simstring-fast | 3 | 0.9 | 8.94563 | 0.126777 | 100 |
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| python | simstring-fast | 4 | 0.6 | 68.9475 | 4.12476 | 100 |
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| python | simstring-fast | 4 | 0.7 | 33.0035 | 1.43869 | 100 |
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| python | simstring-fast | 4 | 0.8 | 16.675 | 0.167728 | 100 |
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| python | simstring-fast | 4 | 0.9 | 9.30451 | 0.0598665 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.6 | 13.9894 | 0.932939 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.7 | 8.74133 | 0.583613 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.8 | 5.13706 | 0.274684 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.9 | 3.2811 | 0.0879932 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.6 | 12.533 | 0.736465 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.7 | 8.37594 | 0.543083 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.8 | 5.42595 | 0.742161 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.9 | 3.66249 | 0.127943 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.6 | 12.9399 | 1.58006 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.7 | 8.87854 | 0.534896 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.8 | 5.71901 | 0.109657 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.9 | 4.03486 | 0.161137 | 100 |
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| ruby | simstring-pure | 2 | 0.6 | 802.906 | 4.69874 | 25 |
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| ruby | simstring-pure | 2 | 0.7 | 402.259 | 8.37247 | 50 |
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| ruby | simstring-pure | 2 | 0.8 | 183.257 | 2.49954 | 100 |
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| ruby | simstring-pure | 3 | 0.6 | 633.31 | 7.38186 | 32 |
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| ruby | simstring-pure | 3 | 0.7 | 313.98 | 2.41961 | 64 |
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| ruby | simstring-pure | 3 | 0.8 | 161.244 | 1.16868 | 100 |
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| ruby | simstring-pure | 4 | 0.6 | 573.321 | 8.36575 | 35 |
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| ruby | simstring-pure | 4 | 0.7 | 311.198 | 4.92722 | 65 |
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| ruby | simstring-pure | 4 | 0.8 | 164.976 | 1.56748 | 100 |
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| rust | simstring-rust (native) | 2 | 0.6 | 13.4461 | 0.244364 | 100 |
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| rust | simstring-rust (native) | 2 | 0.7 | 8.38181 | 0.0770767 | 100 |
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| rust | simstring-rust (native) | 2 | 0.8 | 4.9476 | 0.120414 | 100 |
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| rust | simstring-rust (native) | 2 | 0.9 | 2.9069 | 0.0463971 | 100 |
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| rust | simstring-rust (native) | 3 | 0.6 | 12.2076 | 0.281664 | 100 |
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| rust | simstring-rust (native) | 3 | 0.7 | 8.10462 | 0.0705102 | 100 |
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| rust | simstring-rust (native) | 3 | 0.8 | 5.03516 | 0.0717041 | 100 |
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| rust | simstring-rust (native) | 3 | 0.9 | 3.10389 | 0.154804 | 100 |
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| rust | simstring-rust (native) | 4 | 0.6 | 12.1438 | 0.172563 | 100 |
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| rust | simstring-rust (native) | 4 | 0.7 | 8.83953 | 0.103363 | 100 |
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| rust | simstring-rust (native) | 4 | 0.8 | 5.46337 | 0.0615058 | 100 |
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| rust | simstring-rust (native) | 4 | 0.9 | 3.34553 | 0.0548422 | 100 |
33+
| julia | SimString.jl | 2 | 0.6 | 349.857 | 3.47426 | 58 |
34+
| julia | SimString.jl | 2 | 0.7 | 222.003 | 2.76042 | 91 |
35+
| julia | SimString.jl | 2 | 0.8 | 121.504 | 2.28144 | 100 |
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| julia | SimString.jl | 3 | 0.6 | 284.616 | 3.99809 | 71 |
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| julia | SimString.jl | 3 | 0.7 | 188.093 | 2.92113 | 100 |
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| julia | SimString.jl | 3 | 0.8 | 109.951 | 2.75426 | 100 |
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| julia | SimString.jl | 4 | 0.6 | 262.408 | 4.14149 | 77 |
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| julia | SimString.jl | 4 | 0.7 | 179.554 | 2.85603 | 100 |
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| julia | SimString.jl | 4 | 0.8 | 106.517 | 3.61956 | 100 |
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| python | simstring-fast | 2 | 0.6 | 102.039 | 2.27041 | 100 |
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| python | simstring-fast | 2 | 0.7 | 46.0081 | 0.513169 | 100 |
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| python | simstring-fast | 2 | 0.8 | 19.8209 | 0.263144 | 100 |
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| python | simstring-fast | 2 | 0.9 | 8.58813 | 0.0505059 | 100 |
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| python | simstring-fast | 3 | 0.6 | 77.1889 | 3.20931 | 100 |
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| python | simstring-fast | 3 | 0.7 | 34.1887 | 0.902369 | 100 |
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| python | simstring-fast | 3 | 0.8 | 16.9173 | 0.450504 | 100 |
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| python | simstring-fast | 3 | 0.9 | 8.7679 | 0.0474024 | 100 |
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| python | simstring-fast | 4 | 0.6 | 65.5867 | 3.63946 | 100 |
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| python | simstring-fast | 4 | 0.7 | 31.246 | 0.340691 | 100 |
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| python | simstring-fast | 4 | 0.8 | 16.1996 | 0.0863269 | 100 |
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| python | simstring-fast | 4 | 0.9 | 9.0749 | 0.0755753 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.6 | 14.9195 | 1.63414 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.7 | 9.36492 | 0.970764 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.8 | 5.52996 | 0.408445 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.9 | 3.47534 | 0.081843 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.6 | 13.2044 | 1.67099 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.7 | 8.5303 | 0.514497 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.8 | 5.46024 | 0.439497 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.9 | 3.87189 | 0.307057 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.6 | 12.2951 | 0.765201 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.7 | 8.79304 | 0.475386 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.8 | 5.92976 | 0.462668 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.9 | 3.98136 | 0.0968935 | 100 |
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| ruby | simstring-pure | 2 | 0.6 | 766.295 | 4.09917 | 27 |
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| ruby | simstring-pure | 2 | 0.7 | 379.139 | 3.39141 | 53 |
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| ruby | simstring-pure | 2 | 0.8 | 173.671 | 1.59944 | 100 |
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| ruby | simstring-pure | 3 | 0.6 | 609.199 | 5.73927 | 33 |
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| ruby | simstring-pure | 3 | 0.7 | 301.524 | 1.84647 | 67 |
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| ruby | simstring-pure | 3 | 0.8 | 155.298 | 1.48382 | 100 |
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| ruby | simstring-pure | 4 | 0.6 | 551.954 | 3.7439 | 37 |
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| ruby | simstring-pure | 4 | 0.7 | 297.134 | 1.60309 | 68 |
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| ruby | simstring-pure | 4 | 0.8 | 158.418 | 1.52967 | 100 |
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| rust | simstring-rust (native) | 2 | 0.6 | 13.5293 | 0.209439 | 100 |
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| rust | simstring-rust (native) | 2 | 0.7 | 8.45154 | 0.0619371 | 100 |
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| rust | simstring-rust (native) | 2 | 0.8 | 4.93564 | 0.0533809 | 100 |
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| rust | simstring-rust (native) | 2 | 0.9 | 2.93757 | 0.116547 | 100 |
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| rust | simstring-rust (native) | 3 | 0.6 | 12.328 | 0.104406 | 100 |
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| rust | simstring-rust (native) | 3 | 0.7 | 8.26015 | 0.0680906 | 100 |
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| rust | simstring-rust (native) | 3 | 0.8 | 5.14558 | 0.0459695 | 100 |
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| rust | simstring-rust (native) | 3 | 0.9 | 3.22422 | 0.0664354 | 100 |
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| rust | simstring-rust (native) | 4 | 0.6 | 12.3028 | 0.0793583 | 100 |
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| rust | simstring-rust (native) | 4 | 0.7 | 8.90521 | 0.0858452 | 100 |
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| rust | simstring-rust (native) | 4 | 0.8 | 5.51406 | 0.0629194 | 100 |
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| rust | simstring-rust (native) | 4 | 0.9 | 3.37775 | 0.0620319 | 100 |
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