--- layout: default title: compare nav_order: 55 parent: Command reference grand_parent: OpenSearch Benchmark Reference redirect_from: /benchmark/commands/compare/ --- # compare The `compare` command helps you analyze the difference between two benchmark tests. This can help you analyze the performance impact of changes made from a previous test based on a specific Git revision. ## Usage You can compare two different workload tests using their `TestExecution IDs`. To find a list of tests run from a specific workload, use `opensearch-benchmark list test_executions`. You should receive an output similar to the following: ``` ____ _____ __ ____ __ __ / __ \____ ___ ____ / ___/___ ____ ___________/ /_ / __ )___ ____ _____/ /_ ____ ___ ____ ______/ /__ / / / / __ \/ _ \/ __ \\__ \/ _ \/ __ `/ ___/ ___/ __ \ / __ / _ \/ __ \/ ___/ __ \/ __ `__ \/ __ `/ ___/ //_/ / /_/ / /_/ / __/ / / /__/ / __/ /_/ / / / /__/ / / / / /_/ / __/ / / / /__/ / / / / / / / / /_/ / / / ,< \____/ .___/\___/_/ /_/____/\___/\__,_/_/ \___/_/ /_/ /_____/\___/_/ /_/\___/_/ /_/_/ /_/ /_/\__,_/_/ /_/|_| /_/ Recent test-executions: Recent test_executions: TestExecution ID TestExecution Timestamp Workload Workload Parameters TestProcedure ProvisionConfigInstance User Tags workload Revision Provision Config Revision ------------------------------------ ------------------------- ---------- --------------------- ------------------- ------------------------- ----------- ------------------- --------------------------- 729291a0-ee87-44e5-9b75-cc6d50c89702 20230524T181718Z geonames append-no-conflicts 4gheap 30260cf f91c33d0-ec93-48e1-975e-37476a5c9fe5 20230524T170134Z geonames append-no-conflicts 4gheap 30260cf d942b7f9-6506-451d-9dcf-ef502ab3e574 20230524T144827Z geonames append-no-conflicts 4gheap 30260cf a33845cc-c2e5-4488-a2db-b0670741ff9b 20230523T213145Z geonames append-no-conflicts ``` Then, use `compare` to call a `--baseline` test and a `--contender` test for comparison. ``` opensearch-benchmark compare --baseline=417ed42-6671-9i79-11a1-e367636068ce --contender=beb154e4-0a05-4f45-ad9f-e34f9a9e51f7 ``` You should receive the following response comparing the final benchmark metrics for both tests: ``` ____ _____ __ ____ __ __ / __ \____ ___ ____ / ___/___ ____ ___________/ /_ / __ )___ ____ _____/ /_ ____ ___ ____ ______/ /__ / / / / __ \/ _ \/ __ \\__ \/ _ \/ __ `/ ___/ ___/ __ \ / __ / _ \/ __ \/ ___/ __ \/ __ `__ \/ __ `/ ___/ //_/ / /_/ / /_/ / __/ / / /__/ / __/ /_/ / / / /__/ / / / / /_/ / __/ / / / /__/ / / / / / / / / /_/ / / / ,< \____/ .___/\___/_/ /_/____/\___/\__,_/_/ \___/_/ /_/ /_____/\___/_/ /_/\___/_/ /_/_/ /_/ /_/\__,_/_/ /_/|_| /_/ Comparing baseline TestExecution ID: 729291a0-ee87-44e5-9b75-cc6d50c89702 TestExecution timestamp: 2023-05-24 18:17:18 with contender TestExecution ID: a33845cc-c2e5-4488-a2db-b0670741ff9b TestExecution timestamp: 2023-05-23 21:31:45 ------------------------------------------------------ _______ __ _____ / ____(_)___ ____ _/ / / ___/_________ ________ / /_ / / __ \/ __ `/ / \__ \/ ___/ __ \/ ___/ _ \ / __/ / / / / / /_/ / / ___/ / /__/ /_/ / / / __/ /_/ /_/_/ /_/\__,_/_/ /____/\___/\____/_/ \___/ ------------------------------------------------------ Metric Baseline Contender Diff -------------------------------------------------------- ---------- ----------- ----------------- Min Indexing Throughput [docs/s] 19501 19118 -383.00000 Median Indexing Throughput [docs/s] 20232 19927.5 -304.45833 Max Indexing Throughput [docs/s] 21172 20849 -323.00000 Total indexing time [min] 55.7989 56.335 +0.53603 Total merge time [min] 12.9766 13.3115 +0.33495 Total refresh time [min] 5.20067 5.20097 +0.00030 Total flush time [min] 0.0648667 0.0681833 +0.00332 Total merge throttle time [min] 0.796417 0.879267 +0.08285 Query latency term (50.0 percentile) [ms] 2.10049 2.15421 +0.05372 Query latency term (90.0 percentile) [ms] 2.77537 2.84168 +0.06630 Query latency term (100.0 percentile) [ms] 4.52081 5.15368 +0.63287 Query latency country_agg (50.0 percentile) [ms] 112.049 110.385 -1.66392 Query latency country_agg (90.0 percentile) [ms] 128.426 124.005 -4.42138 Query latency country_agg (100.0 percentile) [ms] 155.989 133.797 -22.19185 Query latency scroll (50.0 percentile) [ms] 16.1226 14.4974 -1.62519 Query latency scroll (90.0 percentile) [ms] 17.2383 15.4079 -1.83043 Query latency scroll (100.0 percentile) [ms] 18.8419 18.4241 -0.41784 Query latency country_agg_cached (50.0 percentile) [ms] 1.70223 1.64502 -0.05721 Query latency country_agg_cached (90.0 percentile) [ms] 2.34819 2.04318 -0.30500 Query latency country_agg_cached (100.0 percentile) [ms] 3.42547 2.86814 -0.55732 Query latency default (50.0 percentile) [ms] 5.89058 5.83409 -0.05648 Query latency default (90.0 percentile) [ms] 6.71282 6.64662 -0.06620 Query latency default (100.0 percentile) [ms] 7.65307 7.3701 -0.28297 Query latency phrase (50.0 percentile) [ms] 1.82687 1.83193 +0.00506 Query latency phrase (90.0 percentile) [ms] 2.63714 2.46286 -0.17428 Query latency phrase (100.0 percentile) [ms] 5.39892 4.22367 -1.17525 Median CPU usage (index) [%] 668.025 679.15 +11.12499 Median CPU usage (stats) [%] 143.75 162.4 +18.64999 Median CPU usage (search) [%] 223.1 229.2 +6.10000 Total Young Gen GC time [s] 39.447 40.456 +1.00900 Total Young Gen GC count 10 11 +1.00000 Total Old Gen GC time [s] 7.108 7.703 +0.59500 Total Old Gen GC count 10 11 +1.00000 Index size [GB] 3.25475 3.25098 -0.00377 Total written [GB] 17.8434 18.3143 +0.47083 Heap used for segments [MB] 21.7504 21.5901 -0.16037 Heap used for doc values [MB] 0.16436 0.13905 -0.02531 Heap used for terms [MB] 20.0293 19.9159 -0.11345 Heap used for norms [MB] 0.105469 0.0935669 -0.01190 Heap used for points [MB] 0.773487 0.772155 -0.00133 Heap used for points [MB] 0.677795 0.669426 -0.00837 Segment count 136 121 -15.00000 Indices Stats(90.0 percentile) [ms] 3.16053 3.21023 +0.04969 Indices Stats(99.0 percentile) [ms] 5.29526 3.94132 -1.35393 Indices Stats(100.0 percentile) [ms] 5.64971 7.02374 +1.37403 Nodes Stats(90.0 percentile) [ms] 3.19611 3.15251 -0.04360 Nodes Stats(99.0 percentile) [ms] 4.44111 4.87003 +0.42892 Nodes Stats(100.0 percentile) [ms] 5.22527 5.66977 +0.44450 ``` ## Options You can use the following options to customize the results of your test comparison: - `--baseline`: The baseline TestExecution ID used to compare the contender TestExecution. - `--contender`: The TestExecution ID for the contender being compared to the baseline. - `--results-format`: Defines the output format for the command line results, either `markdown` or `csv`. Default is `markdown`. - `--results-number-align`: Defines the column number alignment for when the `compare` command outputs results. Default is `right`. - `--results-file`: When provided a file path, writes the compare results to the file indicated in the path. - `--show-in-results`: Determines whether or not to include the comparison in the results file.