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## System Specifications
- **OS:** Linux 6.11.0-1018-azure
- **Architecture:** x86_64
- **CPU Model:** x86_64
- **CPU Cores:** 4 logical, 2 physical
- **Memory:** 15.62 GB
### Insert Benchmark
| julia | SimString.jl | 2 | 82.4533 | 20.9049 | 100 |
| julia | SimString.jl | 3 | 99.6209 | 22.668 | 100 |
| julia | SimString.jl | 4 | 116.616 | 27.9649 | 100 |
| python | simstring-fast | 2 | 92.3882 | 3.10601 | 100 |
| python | simstring-fast | 3 | 105.725 | 3.54279 | 100 |
| python | simstring-fast | 4 | 116.859 | 3.84952 | 100 |
| python | simstring-rust (python bindings) | 2 | 36.67 | 1.56798 | 100 |
| python | simstring-rust (python bindings) | 3 | 45.8182 | 1.67668 | 100 |
| python | simstring-rust (python bindings) | 4 | 47.3754 | 1.84308 | 100 |
| ruby | simstring-pure | 2 | 658.982 | 11.2759 | 31 |
| ruby | simstring-pure | 3 | 755.847 | 15.0701 | 27 |
| ruby | simstring-pure | 4 | 887.748 | 27.218 | 23 |
| rust | simstring-rust (native) | 2 | 34.956 | 0.78317 | 100 |
| rust | simstring-rust (native) | 3 | 40.9365 | 0.730782 | 100 |
| rust | simstring-rust (native) | 4 | 42.9232 | 0.865492 | 100 |
### Search Benchmark
| julia | SimString.jl | 2 | 0.6 | 374.092 | 6.65896 | 54 |
| julia | SimString.jl | 2 | 0.7 | 235.944 | 4.50321 | 85 |
| julia | SimString.jl | 2 | 0.8 | 128.727 | 4.2785 | 100 |
| julia | SimString.jl | 3 | 0.6 | 301.287 | 5.48684 | 67 |
| julia | SimString.jl | 3 | 0.7 | 196.47 | 3.83802 | 100 |
| julia | SimString.jl | 3 | 0.8 | 115.364 | 2.90565 | 100 |
| julia | SimString.jl | 4 | 0.6 | 275.273 | 3.79822 | 73 |
| julia | SimString.jl | 4 | 0.7 | 188.252 | 3.21616 | 100 |
| julia | SimString.jl | 4 | 0.8 | 113.641 | 2.98826 | 100 |
| python | simstring-fast | 2 | 0.6 | 112.454 | 3.5 | 100 |
| python | simstring-fast | 2 | 0.7 | 51.2751 | 1.74616 | 100 |
| python | simstring-fast | 2 | 0.8 | 20.9236 | 1.75162 | 100 |
| python | simstring-fast | 2 | 0.9 | 8.74439 | 0.0933141 | 100 |
| python | simstring-fast | 3 | 0.6 | 83.1509 | 3.0898 | 100 |
| python | simstring-fast | 3 | 0.7 | 37.9915 | 1.28218 | 100 |
| python | simstring-fast | 3 | 0.8 | 17.9946 | 0.722469 | 100 |
| python | simstring-fast | 3 | 0.9 | 8.8015 | 0.269075 | 100 |
| python | simstring-fast | 4 | 0.6 | 70.8197 | 4.03289 | 100 |
| python | simstring-fast | 4 | 0.7 | 35.024 | 1.07099 | 100 |
| python | simstring-fast | 4 | 0.8 | 17.8099 | 0.709621 | 100 |
| python | simstring-fast | 4 | 0.9 | 9.33821 | 0.778481 | 100 |
| python | simstring-rust (python bindings) | 2 | 0.6 | 12.5521 | 0.580874 | 100 |
| python | simstring-rust (python bindings) | 2 | 0.7 | 7.77735 | 0.235089 | 100 |
| python | simstring-rust (python bindings) | 2 | 0.8 | 4.69028 | 0.168399 | 100 |
| python | simstring-rust (python bindings) | 2 | 0.9 | 3.13187 | 0.16958 | 100 |
| python | simstring-rust (python bindings) | 3 | 0.6 | 9.86535 | 0.509445 | 100 |
| python | simstring-rust (python bindings) | 3 | 0.7 | 6.24039 | 0.568082 | 100 |
| python | simstring-rust (python bindings) | 3 | 0.8 | 3.97884 | 0.0804548 | 100 |
| python | simstring-rust (python bindings) | 3 | 0.9 | 3.01004 | 0.0577549 | 100 |
| python | simstring-rust (python bindings) | 4 | 0.6 | 7.96929 | 0.322975 | 100 |
| python | simstring-rust (python bindings) | 4 | 0.7 | 5.29467 | 0.184734 | 100 |
| python | simstring-rust (python bindings) | 4 | 0.8 | 3.74788 | 0.125329 | 100 |
| python | simstring-rust (python bindings) | 4 | 0.9 | 3.10095 | 0.0813672 | 100 |
| ruby | simstring-pure | 2 | 0.6 | 818.844 | 7.10663 | 25 |
| ruby | simstring-pure | 2 | 0.7 | 405.158 | 4.43661 | 50 |
| ruby | simstring-pure | 2 | 0.8 | 184.825 | 2.34637 | 100 |
| ruby | simstring-pure | 3 | 0.6 | 651.677 | 7.61389 | 31 |
| ruby | simstring-pure | 3 | 0.7 | 319.384 | 3.21981 | 63 |
| ruby | simstring-pure | 3 | 0.8 | 166.196 | 2.16786 | 100 |
| ruby | simstring-pure | 4 | 0.6 | 570.216 | 5.28286 | 36 |
| ruby | simstring-pure | 4 | 0.7 | 310.44 | 2.55017 | 65 |
| ruby | simstring-pure | 4 | 0.8 | 166.744 | 2.3515 | 100 |
| rust | simstring-rust (native) | 2 | 0.6 | 12.0232 | 0.106584 | 100 |
| rust | simstring-rust (native) | 2 | 0.7 | 7.45018 | 0.09073 | 100 |
| rust | simstring-rust (native) | 2 | 0.8 | 4.38787 | 0.065897 | 100 |
| rust | simstring-rust (native) | 2 | 0.9 | 2.58971 | 0.0424888 | 100 |
| rust | simstring-rust (native) | 3 | 0.6 | 9.15464 | 0.145812 | 100 |
| rust | simstring-rust (native) | 3 | 0.7 | 5.57469 | 0.0555077 | 100 |
| rust | simstring-rust (native) | 3 | 0.8 | 3.50387 | 0.053521 | 100 |
| rust | simstring-rust (native) | 3 | 0.9 | 2.41783 | 0.0328014 | 100 |
| rust | simstring-rust (native) | 4 | 0.6 | 6.96025 | 0.10177 | 100 |
| rust | simstring-rust (native) | 4 | 0.7 | 4.70579 | 0.162528 | 100 |
| rust | simstring-rust (native) | 4 | 0.8 | 3.21216 | 0.0608143 | 100 |
| rust | simstring-rust (native) | 4 | 0.9 | 2.4782 | 0.0527386 | 100 |