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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 | 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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| julia | SimString.jl | 2 | 76.9149 | 20.2548 | 100 |
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| julia | SimString.jl | 3 | 90.3855 | 20.3747 | 100 |
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| julia | SimString.jl | 4 | 105.812 | 27.5365 | 100 |
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| python | simstring-fast | 2 | 86.5312 | 2.54695 | 100 |
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| python | simstring-fast | 3 | 100.171 | 2.20558 | 100 |
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| python | simstring-fast | 4 | 110.739 | 3.26455 | 100 |
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| python | simstring-rust (python bindings) | 2 | 36.0709 | 0.372233 | 100 |
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| python | simstring-rust (python bindings) | 3 | 41.556 | 1.46184 | 100 |
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| python | simstring-rust (python bindings) | 4 | 42.6767 | 1.16273 | 100 |
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| ruby | simstring-pure | 2 | 623.005 | 7.7685 | 33 |
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| ruby | simstring-pure | 3 | 689.141 | 7.10155 | 30 |
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| ruby | simstring-pure | 4 | 789.552 | 21.0549 | 26 |
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| rust | simstring-rust (native) | 2 | 33.9791 | 0.370916 | 100 |
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| rust | simstring-rust (native) | 3 | 39.1635 | 0.543073 | 100 |
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| rust | simstring-rust (native) | 4 | 40.7897 | 0.88549 | 100 |
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### Search Benchmark
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| language | backend | ngram_size | threshold | mean | stddev | iterations |
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|:-----------|:---------------------------------|-------------:|------------:|----------:|----------:|-------------:|
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| julia | SimString.jl | 2 | 0.6 | 349.857 | 3.47426 | 58 |
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| julia | SimString.jl | 2 | 0.7 | 222.003 | 2.76042 | 91 |
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| 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 |
33+
| julia | SimString.jl | 2 | 0.6 | 370.437 | 6.46718 | 54 |
34+
| julia | SimString.jl | 2 | 0.7 | 234.828 | 3.0072 | 86 |
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| julia | SimString.jl | 2 | 0.8 | 130.062 | 2.72174 | 100 |
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| julia | SimString.jl | 3 | 0.6 | 302.957 | 4.32031 | 67 |
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| julia | SimString.jl | 3 | 0.7 | 199.359 | 4.5971 | 100 |
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| julia | SimString.jl | 3 | 0.8 | 117.316 | 2.70838 | 100 |
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| julia | SimString.jl | 4 | 0.6 | 279.083 | 7.55054 | 72 |
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| julia | SimString.jl | 4 | 0.7 | 189.295 | 4.17977 | 100 |
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| julia | SimString.jl | 4 | 0.8 | 114.723 | 3.33666 | 100 |
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| python | simstring-fast | 2 | 0.6 | 102.813 | 2.63429 | 100 |
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| python | simstring-fast | 2 | 0.7 | 48.2702 | 1.75291 | 100 |
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| python | simstring-fast | 2 | 0.8 | 20.2014 | 0.576605 | 100 |
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| python | simstring-fast | 2 | 0.9 | 8.63691 | 0.0534616 | 100 |
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| python | simstring-fast | 3 | 0.6 | 79.6387 | 3.40872 | 100 |
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| python | simstring-fast | 3 | 0.7 | 35.4212 | 1.74561 | 100 |
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| python | simstring-fast | 3 | 0.8 | 16.7308 | 0.196691 | 100 |
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| python | simstring-fast | 3 | 0.9 | 8.78494 | 0.240127 | 100 |
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| python | simstring-fast | 4 | 0.6 | 66.126 | 3.84984 | 100 |
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| python | simstring-fast | 4 | 0.7 | 31.895 | 0.839608 | 100 |
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| python | simstring-fast | 4 | 0.8 | 16.2277 | 0.142151 | 100 |
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| python | simstring-fast | 4 | 0.9 | 9.12323 | 0.178994 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.6 | 12.4457 | 0.605076 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.7 | 7.82574 | 0.369167 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.8 | 4.75213 | 0.382581 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.9 | 3.01438 | 0.078825 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.6 | 9.97272 | 0.631253 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.7 | 6.38067 | 0.65956 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.8 | 4.01384 | 0.236084 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.9 | 3.10112 | 0.17154 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.6 | 8.07389 | 0.601968 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.7 | 5.39003 | 0.360947 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.8 | 3.69106 | 0.162471 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.9 | 3.08844 | 0.148499 | 100 |
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| ruby | simstring-pure | 2 | 0.6 | 773.34 | 6.8918 | 26 |
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| ruby | simstring-pure | 2 | 0.7 | 379.176 | 2.04467 | 53 |
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| ruby | simstring-pure | 2 | 0.8 | 175.896 | 3.04009 | 100 |
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| ruby | simstring-pure | 3 | 0.6 | 612.175 | 4.61466 | 33 |
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| ruby | simstring-pure | 3 | 0.7 | 304.325 | 4.27769 | 66 |
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| ruby | simstring-pure | 3 | 0.8 | 157.561 | 5.73892 | 100 |
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| ruby | simstring-pure | 4 | 0.6 | 555.188 | 5.64003 | 37 |
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| ruby | simstring-pure | 4 | 0.7 | 300.813 | 2.55976 | 67 |
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| ruby | simstring-pure | 4 | 0.8 | 161.285 | 2.02462 | 100 |
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| rust | simstring-rust (native) | 2 | 0.6 | 12.0839 | 0.145782 | 100 |
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| rust | simstring-rust (native) | 2 | 0.7 | 7.49229 | 0.0914211 | 100 |
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| rust | simstring-rust (native) | 2 | 0.8 | 4.43475 | 0.0521216 | 100 |
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| rust | simstring-rust (native) | 2 | 0.9 | 2.65321 | 0.0559059 | 100 |
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| rust | simstring-rust (native) | 3 | 0.6 | 9.1448 | 0.201787 | 100 |
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| rust | simstring-rust (native) | 3 | 0.7 | 5.63817 | 0.0790252 | 100 |
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| rust | simstring-rust (native) | 3 | 0.8 | 3.58204 | 0.0637349 | 100 |
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| rust | simstring-rust (native) | 3 | 0.9 | 2.44739 | 0.0464424 | 100 |
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| rust | simstring-rust (native) | 4 | 0.6 | 7.01347 | 0.0989154 | 100 |
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| rust | simstring-rust (native) | 4 | 0.7 | 4.81449 | 0.250699 | 100 |
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| rust | simstring-rust (native) | 4 | 0.8 | 3.25409 | 0.0479764 | 100 |
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| rust | simstring-rust (native) | 4 | 0.9 | 2.34988 | 0.260372 | 100 |
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