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    8-Core 32 GB 3-Node Cluster Performance Test

    Last updated: 2024-11-29 18:00:33
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      This document describes the performance metrics of a 3-node ES cluster with 8 CPU cores and 32 GB memory, and 200 GB SSD storage capacity.
      Note:
      The data comes from GeoNames and contains 11,396,503 entries of geographic location data in text, long, geo, and other types stored in columns and rows with a total size of around 3 GB.
      The comparison between the 8-core 32 GB SSD 200 GB 3-node ES cluster and a community edition cluster with the same specification shows that ES has better performance in all aspects thanks to its optimizations of the underlying storage model (time series merging and continuous cold shard merging), query execution plan (efficient pruning and caching), built-in scenario templates, proprietary JDK, and GC parameter tuning. For more information, please see ES Kernel Enhancement.

      geonames/7.10.1/8-core 32 GB

      Description
      Metric
      Unit
      Task
      ES
      Community Edition
      Difference Value (Community Edition-ES)
      Difference Percentage (Difference Value/Community Edition)
      Performance Comparison
      Total write time
      Cumulative indexing time of primary shards
      min
      -
      14.2567
      15.4834
      1.2267
      7.92%
      Superior
      Total GC count and time
      Total Young Gen GC time
      s
      -
      3.544
      17.73
      14.186
      80.01%
      Superior
      Total Young Gen GC count
      -
      -
      447
      1084
      637
      58.76%
      Superior
      Total Old Gen GC time
      s
      -
      0
      0
      0
      -
      -
      Total Old Gen GC count
      -
      -
      0
      0
      0
      -
      -
      Storage size
      Store size
      GB
      -
      2.59725
      3.07604
      0.47879
      15.57%
      Superior
      Heap memory usage
      Heap used for segments
      MB
      -
      0.534325
      0.766575
      0.23225
      30.30%
      Superior
      Heap used for doc values
      MB
      -
      0.0507355
      0.0315514
      -0.0191841
      -60.80%
      Inferior
      Heap used for terms
      MB
      -
      0.370026
      0.601349
      0.231323
      38.47%
      Superior
      Heap used for norms
      MB
      -
      0.0396729
      0.0817871
      0.0421142
      51.49%
      Superior
      Heap used for points
      MB
      -
      0
      0
      0
      -
      -
      Heap used for stored fields
      MB
      -
      0.0119553
      0.0518875
      0.0399322
      76.96%
      Superior
      Total segment count
      Segment count
      -
      -
      7
      105
      98
      93.33%
      Superior
      Write throughput and time
      Min Throughput
      docs/s
      index-append
      153730
      132776
      -20954
      -15.78%
      Superior
      Median Throughput
      docs/s
      index-append
      159765
      142851
      -16914
      -11.84%
      Superior
      Max Throughput
      docs/s
      index-append
      162791
      148669
      -14122
      -9.50%
      Superior
      50th percentile latency
      ms
      index-append
      130.877
      151.656
      20.779
      13.70%
      Superior
      90th percentile latency
      ms
      index-append
      162.969
      187.779
      24.81
      13.21%
      Superior
      99th percentile latency
      ms
      index-append
      181.428
      240.11
      58.682
      24.44%
      Superior
      100th percentile latency
      ms
      index-append
      225.98
      285.137
      59.157
      20.75%
      Superior
      50th percentile service time
      ms
      index-append
      130.877
      151.656
      20.779
      13.70%
      Superior
      90th percentile service time
      ms
      index-append
      162.969
      187.779
      24.81
      13.21%
      Superior
      99th percentile service time
      ms
      index-append
      181.428
      240.11
      58.682
      24.44%
      Superior
      100th percentile service time
      ms
      index-append
      225.98
      285.137
      59.157
      20.75%
      Superior
      error rate
      %
      index-append
      0
      0
      0
      -
      -
      Index metrics
      Min Throughput
      ops/s
      index-stats
      90.05
      90.05
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      index-stats
      90.06
      90.07
      0.01
      0.01%
      Superior
      Max Throughput
      ops/s
      index-stats
      90.12
      90.13
      0.01
      0.01%
      Superior
      50th percentile latency
      ms
      index-stats
      2.76736
      2.65897
      -0.10839
      -4.08%
      Inferior
      90th percentile latency
      ms
      index-stats
      3.58235
      3.48937
      -0.09298
      -2.66%
      Inferior
      99th percentile latency
      ms
      index-stats
      3.95798
      3.89304
      -0.06494
      -1.67%
      Inferior
      99.9th percentile latency
      ms
      index-stats
      4.39377
      9.07619
      4.68242
      51.59%
      Superior
      100th percentile latency
      ms
      index-stats
      9.00375
      18.123
      9.11925
      50.32%
      Superior
      50th percentile service time
      ms
      index-stats
      1.57744
      1.45244
      -0.125
      -8.61%
      Inferior
      90th percentile service time
      ms
      index-stats
      1.8317
      1.66173
      -0.16997
      -10.23%
      Inferior
      99th percentile service time
      ms
      index-stats
      2.0752
      1.94615
      -0.12905
      -6.63%
      Inferior
      99.9th percentile service time
      ms
      index-stats
      2.24891
      2.64752
      0.39861
      15.06%
      Superior
      100th percentile service time
      ms
      index-stats
      2.31078
      16.5015
      14.19072
      86.00%
      Superior
      error rate
      %
      index-stats
      0
      0
      0
      -
      -
      Node metrics
      Min Throughput
      ops/s
      node-stats
      90.06
      90.06
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      node-stats
      90.12
      90.12
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      node-stats
      90.36
      90.39
      0.03
      0.03%
      Superior
      50th percentile latency
      ms
      node-stats
      2.9754
      2.93862
      -0.03678
      -1.25%
      Inferior
      90th percentile latency
      ms
      node-stats
      4.07929
      4.0283
      -0.05099
      -1.27%
      Inferior
      99th percentile latency
      ms
      node-stats
      5.0754
      4.78946
      -0.28594
      -5.97%
      Inferior
      99.9th percentile latency
      ms
      node-stats
      6.53613
      17.0702
      10.53407
      61.71%
      Superior
      100th percentile latency
      ms
      node-stats
      6.93454
      24.7832
      17.84866
      72.02%
      Superior
      50th percentile service time
      ms
      node-stats
      2.23841
      2.17713
      -0.06128
      -2.81%
      Inferior
      90th percentile service time
      ms
      node-stats
      2.65367
      2.62466
      -0.02901
      -1.11%
      Inferior
      99th percentile service time
      ms
      node-stats
      3.92073
      3.93043
      0.0097
      0.25%
      Superior
      99.9th percentile service time
      ms
      node-stats
      4.92842
      4.48172
      -0.4467
      -9.97%
      Inferior
      100th percentile service time
      ms
      node-stats
      5.92757
      23.7859
      17.85833
      75.08%
      Superior
      error rate
      %
      node-stats
      0
      0
      0
      -
      -
      Default query with all documents having a score of 1 (match_all)
      Min Throughput
      ops/s
      default
      50.03
      50.03
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      default
      50.04
      50.04
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      default
      50.08
      50.08
      0
      0.00%
      Superior
      50th percentile latency
      ms
      default
      3.53894
      3.40291
      -0.13603
      -4.00%
      Inferior
      90th percentile latency
      ms
      default
      4.11403
      4.57279
      0.45876
      10.03%
      Superior
      99th percentile latency
      ms
      default
      4.92737
      5.37426
      0.44689
      8.32%
      Superior
      99.9th percentile latency
      ms
      default
      5.74037
      25.897
      20.15663
      77.83%
      Superior
      100th percentile latency
      ms
      default
      7.32557
      27.2085
      19.88293
      73.08%
      Superior
      50th percentile service time
      ms
      default
      2.7831
      2.67459
      -0.10851
      -4.06%
      Inferior
      90th percentile service time
      ms
      default
      3.17322
      2.97996
      -0.19326
      -6.49%
      Inferior
      99th percentile service time
      ms
      default
      3.77477
      3.38794
      -0.38683
      -11.42%
      Inferior
      99.9th percentile service time
      ms
      default
      4.19186
      25.1729
      20.98104
      83.35%
      Superior
      100th percentile service time
      ms
      default
      6.58243
      26.1698
      19.58737
      74.85%
      Superior
      error rate
      %
      default
      0
      0
      0
      -
      -
      Term query
      Min Throughput
      ops/s
      term
      99.66
      100.05
      0.39
      0.39%
      Superior
      Median Throughput
      ops/s
      term
      100.07
      100.08
      0.01
      0.01%
      Superior
      Max Throughput
      ops/s
      term
      100.11
      100.15
      0.04
      0.04%
      Superior
      50th percentile latency
      ms
      term
      2.83987
      2.72933
      -0.11054
      -4.05%
      Inferior
      90th percentile latency
      ms
      term
      3.32569
      3.16805
      -0.15764
      -4.98%
      Inferior
      99th percentile latency
      ms
      term
      3.96055
      3.66753
      -0.29302
      -7.99%
      Inferior
      99.9th percentile latency
      ms
      term
      4.33961
      9.62272
      5.28311
      54.90%
      Superior
      100th percentile latency
      ms
      term
      5.70421
      16.4559
      10.75169
      65.34%
      Superior
      50th percentile service time
      ms
      term
      2.08935
      2.00258
      -0.08677
      -4.33%
      Inferior
      90th percentile service time
      ms
      term
      2.53284
      2.24384
      -0.289
      -12.88%
      Inferior
      99th percentile service time
      ms
      term
      2.99484
      2.64135
      -0.35349
      -13.38%
      Inferior
      99.9th percentile service time
      ms
      term
      3.37709
      6.10442
      2.72733
      44.68%
      Superior
      100th percentile service time
      ms
      term
      5.24029
      15.8044
      10.56411
      66.84%
      Superior
      error rate
      %
      term
      0
      0
      0
      -
      -
      Phrase query
      Min Throughput
      ops/s
      phrase
      110.04
      110.06
      0.02
      0.02%
      Superior
      Median Throughput
      ops/s
      phrase
      110.08
      110.07
      -0.01
      -0.01%
      Superior
      Max Throughput
      ops/s
      phrase
      110.11
      110.11
      0
      0.00%
      Superior
      50th percentile latency
      ms
      phrase
      2.74088
      2.89197
      0.15109
      5.22%
      Superior
      90th percentile latency
      ms
      phrase
      3.30207
      3.39345
      0.09138
      2.69%
      Superior
      99th percentile latency
      ms
      phrase
      4.8127
      8.22389
      3.41119
      41.48%
      Superior
      99.9th percentile latency
      ms
      phrase
      5.57204
      25.9978
      20.42576
      78.57%
      Superior
      100th percentile latency
      ms
      phrase
      6.54587
      27.9116
      21.36573
      76.55%
      Superior
      50th percentile service time
      ms
      phrase
      1.98839
      2.18937
      0.20098
      9.18%
      Superior
      90th percentile service time
      ms
      phrase
      2.41365
      2.51158
      0.09793
      3.90%
      Superior
      99th percentile service time
      ms
      phrase
      4.00121
      3.24254
      -0.75867
      -23.40%
      Inferior
      99.9th percentile service time
      ms
      phrase
      4.70793
      25.7224
      21.01447
      81.70%
      Superior
      100th percentile service time
      ms
      phrase
      5.67829
      27.4831
      21.80481
      79.34%
      Superior
      error rate
      %
      phrase
      0
      0
      0
      -
      -
      Aggregation query without cache
      Min Throughput
      ops/s
      country_agg_uncached
      3.6
      3.6
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      country_agg_uncached
      3.61
      3.61
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      country_agg_uncached
      3.61
      3.61
      0
      0.00%
      Superior
      50th percentile latency
      ms
      country_agg_uncached
      130.314
      162.61
      32.296
      19.86%
      Superior
      90th percentile latency
      ms
      country_agg_uncached
      147.567
      176.4
      28.833
      16.35%
      Superior
      99th percentile latency
      ms
      country_agg_uncached
      165.174
      184.368
      19.194
      10.41%
      Superior
      100th percentile latency
      ms
      country_agg_uncached
      174.015
      269.972
      95.957
      35.54%
      Superior
      50th percentile service time
      ms
      country_agg_uncached
      129.186
      161.723
      32.537
      20.12%
      Superior
      90th percentile service time
      ms
      country_agg_uncached
      146.921
      175.819
      28.898
      16.44%
      Superior
      99th percentile service time
      ms
      country_agg_uncached
      164.579
      183.7
      19.121
      10.41%
      Superior
      100th percentile service time
      ms
      country_agg_uncached
      172.827
      269.339
      96.512
      35.83%
      Superior
      error rate
      %
      country_agg_uncached
      0
      0
      0
      -
      -
      Aggregation query with cache
      Min Throughput
      ops/s
      country_agg_cached
      100.04
      100.03
      -0.01
      -0.01%
      Superior
      Median Throughput
      ops/s
      country_agg_cached
      100.05
      100.06
      0.01
      0.01%
      Superior
      Max Throughput
      ops/s
      country_agg_cached
      100.08
      100.08
      0
      0.00%
      Superior
      50th percentile latency
      ms
      country_agg_cached
      2.29531
      2.10251
      -0.1928
      -9.17%
      Inferior
      90th percentile latency
      ms
      country_agg_cached
      3.57418
      3.49217
      -0.08201
      -2.35%
      Inferior
      99th percentile latency
      ms
      country_agg_cached
      3.91685
      3.74707
      -0.16978
      -4.53%
      Inferior
      99.9th percentile latency
      ms
      country_agg_cached
      4.19749
      4.05757
      -0.13992
      -3.45%
      Inferior
      100th percentile latency
      ms
      country_agg_cached
      4.51842
      4.63039
      0.11197
      2.42%
      Superior
      50th percentile service time
      ms
      country_agg_cached
      1.57861
      1.40612
      -0.17249
      -12.27%
      Inferior
      90th percentile service time
      ms
      country_agg_cached
      1.89111
      1.58866
      -0.30245
      -19.04%
      Inferior
      99th percentile service time
      ms
      country_agg_cached
      2.19488
      1.74583
      -0.44905
      -25.72%
      Inferior
      99.9th percentile service time
      ms
      country_agg_cached
      3.42563
      3.46564
      0.04001
      1.15%
      Superior
      100th percentile service time
      ms
      country_agg_cached
      4.28971
      3.97654
      -0.31317
      -7.88%
      Superior
      error rate
      %
      country_agg_cached
      0
      0
      0
      -
      -
      Paged pull
      Min Throughput
      pages/s
      scroll
      20.04
      20.04
      0
      0.00%
      Superior
      Median Throughput
      pages/s
      scroll
      20.05
      20.04
      -0.01
      -0.05%
      Superior
      Max Throughput
      pages/s
      scroll
      20.06
      20.06
      0
      0.00%
      Superior
      50th percentile latency
      ms
      scroll
      538.421
      556.145
      17.724
      3.19%
      Superior
      90th percentile latency
      ms
      scroll
      543.566
      573.903
      30.337
      5.29%
      Superior
      99th percentile latency
      ms
      scroll
      582.263
      585.602
      3.339
      0.57%
      Superior
      100th percentile latency
      ms
      scroll
      584.75
      587.091
      2.341
      0.40%
      Superior
      50th percentile service time
      ms
      scroll
      537.068
      554.325
      17.257
      3.11%
      Superior
      90th percentile service time
      ms
      scroll
      542.428
      572.308
      29.88
      5.22%
      Superior
      99th percentile service time
      ms
      scroll
      580.372
      583.701
      3.329
      0.57%
      Superior
      100th percentile service time
      ms
      scroll
      583.612
      584.764
      1.152
      0.20%
      Superior
      error rate
      %
      scroll
      0
      0
      0
      -
      -
      Script query (using expression script)
      Min Throughput
      ops/s
      expression
      2
      2
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      expression
      2
      2
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      expression
      2
      2
      0
      0.00%
      Superior
      50th percentile latency
      ms
      expression
      265.631
      277.403
      11.772
      4.24%
      Superior
      90th percentile latency
      ms
      expression
      287.121
      299.5
      12.379
      4.13%
      Superior
      99th percentile latency
      ms
      expression
      311.788
      434.462
      122.674
      28.24%
      Superior
      100th percentile latency
      ms
      expression
      391.745
      446.275
      54.53
      12.22%
      Superior
      50th percentile service time
      ms
      expression
      264.462
      276.536
      12.074
      4.37%
      Superior
      90th percentile service time
      ms
      expression
      285.113
      298.434
      13.321
      4.46%
      Superior
      99th percentile service time
      ms
      expression
      310.991
      434.014
      123.023
      28.35%
      Superior
      100th percentile service time
      ms
      expression
      390.33
      445.661
      55.331
      12.42%
      Superior
      error rate
      %
      expression
      0
      0
      0
      -
      -
      Script query (using painless static script without dynamically getting field values)
      Min Throughput
      ops/s
      painless_static
      1.5
      1.5
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      painless_static
      1.5
      1.5
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      painless_static
      1.5
      1.5
      0
      0.00%
      Superior
      50th percentile latency
      ms
      painless_static
      337.96
      364.636
      26.676
      7.32%
      Superior
      90th percentile latency
      ms
      painless_static
      358.738
      383.504
      24.766
      6.46%
      Superior
      99th percentile latency
      ms
      painless_static
      375.017
      459.529
      84.512
      18.39%
      Superior
      100th percentile latency
      ms
      painless_static
      395.417
      557.708
      162.291
      29.10%
      Superior
      50th percentile service time
      ms
      painless_static
      337.111
      363.478
      26.367
      7.25%
      Superior
      90th percentile service time
      ms
      painless_static
      357.771
      382.45
      24.679
      6.45%
      Superior
      99th percentile service time
      ms
      painless_static
      374.121
      458.343
      84.222
      18.38%
      Superior
      100th percentile service time
      ms
      painless_static
      394.632
      556.401
      161.769
      29.07%
      Superior
      error rate
      %
      painless_static
      0
      0
      0
      -
      -
      Script query (using painless static script with dynamically getting field values)
      Min Throughput
      ops/s
      painless_dynamic
      1.5
      1.5
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      painless_dynamic
      1.5
      1.5
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      painless_dynamic
      1.5
      1.5
      0
      0.00%
      Superior
      50th percentile latency
      ms
      painless_dynamic
      334.684
      365.354
      30.67
      8.39%
      Superior
      90th percentile latency
      ms
      painless_dynamic
      354.406
      390.406
      36
      9.22%
      Superior
      99th percentile latency
      ms
      painless_dynamic
      377.214
      552.417
      175.203
      31.72%
      Superior
      100th percentile latency
      ms
      painless_dynamic
      381.276
      554.12
      172.844
      31.19%
      Superior
      50th percentile service time
      ms
      painless_dynamic
      333.654
      364.353
      30.699
      8.43%
      Superior
      90th percentile service time
      ms
      painless_dynamic
      353.246
      389.419
      36.173
      9.29%
      Superior
      99th percentile service time
      ms
      painless_dynamic
      375.956
      551.619
      175.663
      31.84%
      Superior
      100th percentile service time
      ms
      painless_dynamic
      379.75
      553.208
      173.458
      31.35%
      Superior
      error rate
      %
      painless_dynamic
      0
      0
      0
      -
      -
      Geographic range query (based on Gaussian decay function)
      Min Throughput
      ops/s
      decay_geo_gauss_function_score
      1
      1
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      decay_geo_gauss_function_score
      1
      1
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      decay_geo_gauss_function_score
      1
      1
      0
      0.00%
      Superior
      50th percentile latency
      ms
      decay_geo_gauss_function_score
      327.972
      327.664
      -0.308
      -0.09%
      Inferior
      90th percentile latency
      ms
      decay_geo_gauss_function_score
      336.979
      344.367
      7.388
      2.15%
      Superior
      99th percentile latency
      ms
      decay_geo_gauss_function_score
      343.562
      417.386
      73.824
      17.69%
      Superior
      100th percentile latency
      ms
      decay_geo_gauss_function_score
      344.135
      420.996
      76.861
      18.26%
      Superior
      50th percentile service time
      ms
      decay_geo_gauss_function_score
      326.554
      326.503
      -0.051
      -0.02%
      Inferior
      90th percentile service time
      ms
      decay_geo_gauss_function_score
      336.053
      343.32
      7.267
      2.12%
      Superior
      99th percentile service time
      ms
      decay_geo_gauss_function_score
      342.151
      416.72
      74.569
      17.89%
      Superior
      100th percentile service time
      ms
      decay_geo_gauss_function_score
      342.843
      419.488
      76.645
      18.27%
      Superior
      error rate
      %
      decay_geo_gauss_function_score
      0
      0
      0
      -
      -
      Geographic range query (based on Gaussian decay function with dynamically getting field values through script)
      Min Throughput
      ops/s
      decay_geo_gauss_script_score
      1
      1
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      decay_geo_gauss_script_score
      1
      1
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      decay_geo_gauss_script_score
      1
      1
      0
      0.00%
      Superior
      50th percentile latency
      ms
      decay_geo_gauss_script_score
      341.152
      344.421
      3.269
      0.95%
      Superior
      90th percentile latency
      ms
      decay_geo_gauss_script_score
      349.94
      371.575
      21.635
      5.82%
      Superior
      99th percentile latency
      ms
      decay_geo_gauss_script_score
      354.76
      420.658
      65.898
      15.67%
      Superior
      100th percentile latency
      ms
      decay_geo_gauss_script_score
      364.169
      438.541
      74.372
      16.96%
      Superior
      50th percentile service time
      ms
      decay_geo_gauss_script_score
      339.967
      342.961
      2.994
      0.87%
      Superior
      90th percentile service time
      ms
      decay_geo_gauss_script_score
      348.493
      370.146
      21.653
      5.85%
      Superior
      99th percentile service time
      ms
      decay_geo_gauss_script_score
      353.559
      418.767
      65.208
      15.57%
      Superior
      100th percentile service time
      ms
      decay_geo_gauss_script_score
      362.748
      437.195
      74.447
      17.03%
      Superior
      error rate
      %
      decay_geo_gauss_script_score
      0
      0
      0
      -
      -
      Custom scoring function query (defining function based on field value)
      Min Throughput
      ops/s
      field_value_function_score
      1.5
      1.5
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      field_value_function_score
      1.5
      1.5
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      field_value_function_score
      1.51
      1.51
      0
      0.00%
      Superior
      50th percentile latency
      ms
      field_value_function_score
      120.538
      129.323
      8.785
      6.79%
      Superior
      90th percentile latency
      ms
      field_value_function_score
      137.702
      152.985
      15.283
      9.99%
      Superior
      99th percentile latency
      ms
      field_value_function_score
      147.851
      185.772
      37.921
      20.41%
      Superior
      100th percentile latency
      ms
      field_value_function_score
      169.961
      186.405
      16.444
      8.82%
      Superior
      50th percentile service time
      ms
      field_value_function_score
      119.159
      128.146
      8.987
      7.01%
      Superior
      90th percentile service time
      ms
      field_value_function_score
      136.338
      151.555
      15.217
      10.04%
      Superior
      99th percentile service time
      ms
      field_value_function_score
      146.981
      184.934
      37.953
      20.52%
      Superior
      100th percentile service time
      ms
      field_value_function_score
      168.964
      185.269
      16.305
      8.80%
      Superior
      error rate
      %
      field_value_function_score
      0
      0
      0
      -
      -
      Custom scoring function query (dynamically getting field values through script to calculate scores)
      Min Throughput
      ops/s
      field_value_script_score
      1.5
      1.5
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      field_value_script_score
      1.5
      1.5
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      field_value_script_score
      1.51
      1.51
      0
      0.00%
      Superior
      50th percentile latency
      ms
      field_value_script_score
      168.069
      171.907
      3.838
      2.23%
      Superior
      90th percentile latency
      ms
      field_value_script_score
      178.933
      184.467
      5.534
      3.00%
      Superior
      99th percentile latency
      ms
      field_value_script_score
      196.982
      200.137
      3.155
      1.58%
      Superior
      100th percentile latency
      ms
      field_value_script_score
      198.722
      206.461
      7.739
      3.75%
      Superior
      50th percentile service time
      ms
      field_value_script_score
      166.827
      170.653
      3.826
      2.24%
      Superior
      90th percentile service time
      ms
      field_value_script_score
      177.869
      183.324
      5.455
      2.98%
      Superior
      99th percentile service time
      ms
      field_value_script_score
      195.586
      199.107
      3.521
      1.77%
      Superior
      100th percentile service time
      ms
      field_value_script_score
      197.054
      205.323
      8.269
      4.03%
      Superior
      error rate
      %
      field_value_script_score
      0
      0
      0
      -
      -
      Large terms query
      Min Throughput
      ops/s
      large_terms
      1.1
      1.1
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      large_terms
      1.1
      1.1
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      large_terms
      1.1
      1.1
      0
      0.00%
      Superior
      50th percentile latency
      ms
      large_terms
      241.322
      597.464
      356.142
      59.61%
      Superior
      90th percentile latency
      ms
      large_terms
      252.637
      600.941
      348.304
      57.96%
      Superior
      99th percentile latency
      ms
      large_terms
      265.807
      749.895
      484.088
      64.55%
      Superior
      100th percentile latency
      ms
      large_terms
      272.611
      751.444
      478.833
      63.72%
      Superior
      50th percentile service time
      ms
      large_terms
      233.129
      589.829
      356.7
      60.48%
      Superior
      90th percentile service time
      ms
      large_terms
      244.494
      593.562
      349.068
      58.81%
      Superior
      99th percentile service time
      ms
      large_terms
      258.894
      742.68
      483.786
      65.14%
      Superior
      100th percentile service time
      ms
      large_terms
      264.352
      743.9
      479.548
      64.46%
      Superior
      error rate
      %
      large_terms
      0
      0
      0
      -
      -
      Large filtered terms query
      Min Throughput
      ops/s
      large_filtered_terms
      1.1
      1.1
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      large_filtered_terms
      1.1
      1.1
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      large_filtered_terms
      1.1
      1.1
      0
      0.00%
      Superior
      50th percentile latency
      ms
      large_filtered_terms
      233.192
      596.04
      362.848
      60.88%
      Superior
      90th percentile latency
      ms
      large_filtered_terms
      241.102
      604.321
      363.219
      60.10%
      Superior
      99th percentile latency
      ms
      large_filtered_terms
      251.835
      717.036
      465.201
      64.88%
      Superior
      100th percentile latency
      ms
      large_filtered_terms
      260.27
      749.665
      489.395
      65.28%
      Superior
      50th percentile service time
      ms
      large_filtered_terms
      225.052
      588.28
      363.228
      61.74%
      Superior
      90th percentile service time
      ms
      large_filtered_terms
      233.16
      595.415
      362.255
      60.84%
      Superior
      99th percentile service time
      ms
      large_filtered_terms
      243.603
      708.968
      465.365
      65.64%
      Superior
      100th percentile service time
      ms
      large_filtered_terms
      252.129
      741.922
      489.793
      66.02%
      Superior
      error rate
      %
      large_filtered_terms
      0
      0
      0
      -
      -
      Large prohibited terms query
      Min Throughput
      ops/s
      large_prohibited_terms
      1.1
      1.1
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      large_prohibited_terms
      1.1
      1.1
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      large_prohibited_terms
      1.1
      1.1
      0
      0.00%
      Superior
      50th percentile latency
      ms
      large_prohibited_terms
      235.179
      610.41
      375.231
      61.47%
      Superior
      90th percentile latency
      ms
      large_prohibited_terms
      241.076
      631.544
      390.468
      61.83%
      Superior
      99th percentile latency
      ms
      large_prohibited_terms
      255.983
      774.92
      518.937
      66.97%
      Superior
      100th percentile latency
      ms
      large_prohibited_terms
      259.046
      779.168
      520.122
      66.75%
      Superior
      50th percentile service time
      ms
      large_prohibited_terms
      227.487
      603.342
      375.855
      62.30%
      Superior
      90th percentile service time
      ms
      large_prohibited_terms
      233.792
      624.55
      390.758
      62.57%
      Superior
      99th percentile service time
      ms
      large_prohibited_terms
      248.53
      767.511
      518.981
      67.62%
      Superior
      100th percentile service time
      ms
      large_prohibited_terms
      251.083
      771.655
      520.572
      67.46%
      Superior
      error rate
      %
      large_prohibited_terms
      0
      0
      0
      -
      -
      Descending order query
      Min Throughput
      ops/s
      desc_sort_population
      1.5
      1.5
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      desc_sort_population
      1.51
      1.51
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      desc_sort_population
      1.51
      1.51
      0
      0.00%
      Superior
      50th percentile latency
      ms
      desc_sort_population
      48.387
      56.6622
      8.2752
      14.60%
      Superior
      90th percentile latency
      ms
      desc_sort_population
      63.073
      94.9756
      31.9026
      33.59%
      Superior
      99th percentile latency
      ms
      desc_sort_population
      71.7498
      97.2611
      25.5113
      26.23%
      Superior
      100th percentile latency
      ms
      desc_sort_population
      83.3593
      97.7817
      14.4224
      14.75%
      Superior
      50th percentile service time
      ms
      desc_sort_population
      47.0436
      55.1461
      8.1025
      14.69%
      Superior
      90th percentile service time
      ms
      desc_sort_population
      61.3731
      93.9102
      32.5371
      34.65%
      Superior
      99th percentile service time
      ms
      desc_sort_population
      70.4811
      95.6134
      25.1323
      26.29%
      Superior
      100th percentile service time
      ms
      desc_sort_population
      81.6517
      96.009
      14.3573
      14.95%
      Superior
      error rate
      %
      desc_sort_population
      0
      0
      0
      -
      -
      Ascending order query
      Min Throughput
      ops/s
      asc_sort_population
      1.5
      1.5
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      asc_sort_population
      1.51
      1.51
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      asc_sort_population
      1.51
      1.51
      0
      0.00%
      Superior
      50th percentile latency
      ms
      asc_sort_population
      49.2469
      57.9177
      8.6708
      14.97%
      Superior
      90th percentile latency
      ms
      asc_sort_population
      67.5894
      76.0044
      8.415
      11.07%
      Superior
      99th percentile latency
      ms
      asc_sort_population
      84.6384
      97.5143
      12.8759
      13.20%
      Superior
      100th percentile latency
      ms
      asc_sort_population
      85.8124
      97.5606
      11.7482
      12.04%
      Superior
      50th percentile service time
      ms
      asc_sort_population
      47.8438
      56.5861
      8.7423
      15.45%
      Superior
      90th percentile service time
      ms
      asc_sort_population
      66.0821
      74.7343
      8.6522
      11.58%
      Superior
      99th percentile service time
      ms
      asc_sort_population
      83.6026
      96.2868
      12.6842
      13.17%
      Superior
      100th percentile service time
      ms
      asc_sort_population
      84.2175
      96.6563
      12.4388
      12.87%
      Superior
      error rate
      %
      asc_sort_population
      0
      0
      0
      -
      -
      search_after query with sorting in ascending order
      Min Throughput
      ops/s
      asc_sort_with_after_population
      1.5
      1.5
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      asc_sort_with_after_population
      1.51
      1.51
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      asc_sort_with_after_population
      1.51
      1.51
      0
      0.00%
      Superior
      50th percentile latency
      ms
      asc_sort_with_after_population
      99.1943
      83.423
      -15.7713
      -18.91%
      Inferior
      90th percentile latency
      ms
      asc_sort_with_after_population
      86.0298
      98.895
      12.8652
      13.01%
      Superior
      99th percentile latency
      ms
      asc_sort_with_after_population
      102.268
      131.329
      29.061
      22.13%
      Superior
      100th percentile latency
      ms
      asc_sort_with_after_population
      106.33
      132.25
      25.92
      19.60%
      Superior
      50th percentile service time
      ms
      asc_sort_with_after_population
      68.2272
      82.1201
      13.8929
      16.92%
      Superior
      90th percentile service time
      ms
      asc_sort_with_after_population
      84.685
      97.2085
      12.5235
      12.88%
      Superior
      99th percentile service time
      ms
      asc_sort_with_after_population
      101.133
      130.033
      28.9
      22.23%
      Superior
      100th percentile service time
      ms
      asc_sort_with_after_population
      105.094
      131.274
      26.18
      19.94%
      Superior
      error rate
      %
      asc_sort_with_after_population
      0
      0
      0
      -
      -
      Query with sorting high base fields in descending order (quickly getting topK based on DistanceFeatureQuery)
      Min Throughput
      ops/s
      desc_sort_geonameid
      6.02
      6.02
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      desc_sort_geonameid
      6.02
      6.02
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      desc_sort_geonameid
      6.03
      6.03
      0
      0.00%
      Superior
      50th percentile latency
      ms
      desc_sort_geonameid
      5.53008
      5.15391
      -0.37617
      -7.30%
      Inferior
      90th percentile latency
      ms
      desc_sort_geonameid
      6.20276
      6.05507
      -0.14769
      -2.44%
      Inferior
      99th percentile latency
      ms
      desc_sort_geonameid
      6.67673
      7.41936
      0.74263
      10.01%
      Superior
      100th percentile latency
      ms
      desc_sort_geonameid
      6.95103
      24.1732
      17.22217
      71.24%
      Superior
      50th percentile service time
      ms
      desc_sort_geonameid
      4.61231
      4.38941
      -0.2229
      -5.08%
      Inferior
      90th percentile service time
      ms
      desc_sort_geonameid
      5.45982
      5.20354
      -0.25628
      -4.93%
      Inferior
      99th percentile service time
      ms
      desc_sort_geonameid
      5.65304
      5.75262
      0.09958
      1.73%
      Superior
      100th percentile service time
      ms
      desc_sort_geonameid
      5.65578
      23.3192
      17.66342
      75.75%
      Superior
      error rate
      %
      desc_sort_geonameid
      0
      0
      0
      -
      -
      search_after query with sorting high base fields in descending order
      Min Throughput
      ops/s
      desc_sort_with_after_geonameid
      6.01
      6.01
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      desc_sort_with_after_geonameid
      6.02
      6.01
      -0.01
      -0.17%
      Superior
      Max Throughput
      ops/s
      desc_sort_with_after_geonameid
      6.02
      6.02
      0
      0.00%
      Superior
      50th percentile latency
      ms
      desc_sort_with_after_geonameid
      56.5947
      75.9327
      19.338
      25.47%
      Superior
      90th percentile latency
      ms
      desc_sort_with_after_geonameid
      79.6503
      88.6273
      8.977
      10.13%
      Superior
      99th percentile latency
      ms
      desc_sort_with_after_geonameid
      87.7773
      117.763
      29.9857
      25.46%
      Superior
      100th percentile latency
      ms
      desc_sort_with_after_geonameid
      89.3947
      118.003
      28.6083
      24.24%
      Superior
      50th percentile service time
      ms
      desc_sort_with_after_geonameid
      55.4855
      75.1241
      19.6386
      26.14%
      Superior
      90th percentile service time
      ms
      desc_sort_with_after_geonameid
      79.2349
      87.7269
      8.492
      9.68%
      Superior
      99th percentile service time
      ms
      desc_sort_with_after_geonameid
      87.3803
      116.924
      29.5437
      25.27%
      Superior
      100th percentile service time
      ms
      desc_sort_with_after_geonameid
      88.3606
      117.768
      29.4074
      24.97%
      Superior
      error rate
      %
      desc_sort_with_after_geonameid
      0
      0
      0
      -
      -
      Query with sorting high base fields in ascending order (quickly getting topK based on DistanceFeatureQuery)
      Min Throughput
      ops/s
      asc_sort_geonameid
      6.02
      6.02
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      asc_sort_geonameid
      6.02
      6.02
      0
      0.00%
      Superior
      Max Throughput
      ops/s
      asc_sort_geonameid
      6.03
      6.03
      0
      0.00%
      Superior
      50th percentile latency
      ms
      asc_sort_geonameid
      5.19317
      4.49108
      -0.70209
      -15.63%
      Inferior
      90th percentile latency
      ms
      asc_sort_geonameid
      5.74438
      5.01747
      -0.72691
      -14.49%
      Inferior
      99th percentile latency
      ms
      asc_sort_geonameid
      6.22846
      5.49664
      -0.73182
      -13.31%
      Inferior
      100th percentile latency
      ms
      asc_sort_geonameid
      11.6377
      5.53539
      -6.10231
      -110.24%
      Inferior
      50th percentile service time
      ms
      asc_sort_geonameid
      4.35586
      3.56597
      -0.78989
      -22.15%
      Inferior
      90th percentile service time
      ms
      asc_sort_geonameid
      4.92152
      3.97107
      -0.95045
      -23.93%
      Inferior
      99th percentile service time
      ms
      asc_sort_geonameid
      5.38949
      4.33548
      -1.05401
      -24.31%
      Inferior
      100th percentile service time
      ms
      asc_sort_geonameid
      10.6436
      4.5666
      -6.077
      -133.07%
      Inferior
      error rate
      %
      asc_sort_geonameid
      0
      0
      0
      -
      -
      search_after query with sorting high base fields in ascending order
      Min Throughput
      ops/s
      asc_sort_with_after_geonameid
      6.01
      6.01
      0
      0.00%
      Superior
      Median Throughput
      ops/s
      asc_sort_with_after_geonameid
      6.02
      6.01
      -0.01
      -0.17%
      Superior
      Max Throughput
      ops/s
      asc_sort_with_after_geonameid
      6.02
      6.02
      0
      0.00%
      Superior
      50th percentile latency
      ms
      asc_sort_with_after_geonameid
      58.1403
      69.5377
      11.3974
      16.39%
      Superior
      90th percentile latency
      ms
      asc_sort_with_after_geonameid
      76.5695
      81.7929
      5.2234
      6.39%
      Superior
      99th percentile latency
      ms
      asc_sort_with_after_geonameid
      91.6296
      98.1089
      6.4793
      6.60%
      Superior
      100th percentile latency
      ms
      asc_sort_with_after_geonameid
      91.6364
      104.363
      12.7266
      12.19%
      Superior
      50th percentile service time
      ms
      asc_sort_with_after_geonameid
      57.1683
      68.532
      11.3637
      16.58%
      Superior
      90th percentile service time
      ms
      asc_sort_with_after_geonameid
      75.7573
      81.0123
      5.255
      6.49%
      Superior
      99th percentile service time
      ms
      asc_sort_with_after_geonameid
      91.1533
      97.807
      6.6537
      6.80%
      Superior
      100th percentile service time
      ms
      asc_sort_with_after_geonameid
      91.3662
      103.404
      12.0378
      11.64%
      Superior
      error rate
      %
      asc_sort_with_after_geonameid
      0
      0
      0
      -
      -
      
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