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    Stress Test Result Comparison Between 4-Core 16 GB 3-Node Cluster and 8-Core 32 GB 3-Node Cluster

    Last updated: 2024-11-29 18:53:25
    Download PDF
    This document compares the stress test result between a 3-node ES cluster with 4 CPU cores and 16 GB memory 200 GB SSD storage capacity and one with 8 CPU cores and 32 GB memory 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.
    Description
    Metric
    Unit
    Task
    4-core 16 GB
    8-core 32 GB
    Difference Value
    Difference Percentage
    Performance Comparison
    Total write time
    Cumulative indexing time of primary shards
    min
    -
    16.3633
    14.2567
    2.1066
    12.87%
    Superior
    Total GC count and time
    Total Young Gen GC time
    s
    -
    6.26
    3.544
    2.716
    43.39%
    Superior
    Total Young Gen GC count
    -
    -
    892
    447
    445
    49.89%
    Superior
    Total Old Gen GC time
    s
    -
    0
    0
    0
    -
    -
    Total Old Gen GC count
    -
    -
    0
    0
    0
    -
    -
    Storage size
    Store size
    GB
    -
    2.51866
    2.59725
    -0.07859
    -3.12%
    Inferior
    Heap memory usage
    Heap used for segments
    MB
    -
    0.803783
    0.534325
    0.269458
    33.52%
    Superior
    Heap used for doc values
    MB
    -
    0.0284767
    0.0507355
    -0.0222588
    -78.16%
    Inferior
    Heap used for terms
    MB
    -
    0.655075
    0.370026
    0.285049
    43.51%
    Superior
    Heap used for norms
    MB
    -
    0.0732422
    0.0396729
    0.0335693
    45.83%
    Superior
    Heap used for points
    MB
    -
    0
    0
    0
    -
    -
    Heap used for stored fields
    MB
    -
    0.0469894
    0.0119553
    0.0350341
    74.56%
    Superior
    Total segment count
    Segment count
    -
    -
    6
    7
    -1
    -16.67%
    Inferior
    Write throughput and time
    Min Throughput
    docs/s
    index-append
    89331.9
    153730
    -64398.1
    -72.09%
    Superior
    Median Throughput
    docs/s
    index-append
    90268.8
    159765
    -69496.2
    -76.99%
    Superior
    Max Throughput
    docs/s
    index-append
    90516.1
    162791
    -72274.9
    -79.85%
    Superior
    50th percentile latency
    ms
    index-append
    233.258
    130.877
    102.381
    43.89%
    Superior
    90th percentile latency
    ms
    index-append
    314.558
    162.969
    151.589
    48.19%
    Superior
    99th percentile latency
    ms
    index-append
    341.303
    181.428
    159.875
    46.84%
    Superior
    100th percentile latency
    ms
    index-append
    354.657
    225.98
    128.677
    36.28%
    Superior
    50th percentile service time
    ms
    index-append
    233.258
    130.877
    102.381
    43.89%
    Superior
    90th percentile service time
    ms
    index-append
    314.558
    162.969
    151.589
    48.19%
    Superior
    99th percentile service time
    ms
    index-append
    341.303
    181.428
    159.875
    46.84%
    Superior
    100th percentile service time
    ms
    index-append
    354.657
    225.98
    128.677
    36.28%
    Superior
    error rate
    %
    index-append
    0
    0
    0
    -
    -
    Index metrics
    Min Throughput
    ops/s
    index-stats
    90.04
    90.05
    -0.01
    -0.01%
    Superior
    Median Throughput
    ops/s
    index-stats
    90.07
    90.06
    0.01
    0.01%
    Superior
    Max Throughput
    ops/s
    index-stats
    90.14
    90.12
    0.02
    0.02%
    Superior
    50th percentile latency
    ms
    index-stats
    2.91003
    2.76736
    0.14267
    4.90%
    Superior
    90th percentile latency
    ms
    index-stats
    3.82882
    3.58235
    0.24647
    6.44%
    Superior
    99th percentile latency
    ms
    index-stats
    4.2378
    3.95798
    0.27982
    6.60%
    Superior
    99.9th percentile latency
    ms
    index-stats
    4.34459
    4.39377
    -0.04918
    -1.13%
    Inferior
    100th percentile latency
    ms
    index-stats
    8.22393
    9.00375
    -0.77982
    -9.48%
    Inferior
    50th percentile service time
    ms
    index-stats
    1.78268
    1.57744
    0.20524
    11.51%
    Superior
    90th percentile service time
    ms
    index-stats
    2.07484
    1.8317
    0.24314
    11.72%
    Superior
    99th percentile service time
    ms
    index-stats
    2.43121
    2.0752
    0.35601
    14.64%
    Superior
    99.9th percentile service time
    ms
    index-stats
    3.09198
    2.24891
    0.84307
    27.27%
    Superior
    100th percentile service time
    ms
    index-stats
    7.29974
    2.31078
    4.98896
    68.34%
    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
    90.09
    90.12
    -0.03
    -0.03%
    Superior
    Max Throughput
    ops/s
    node-stats
    90.34
    90.36
    -0.02
    -0.02%
    Superior
    50th percentile latency
    ms
    node-stats
    3.17223
    2.9754
    0.19683
    6.20%
    Superior
    90th percentile latency
    ms
    node-stats
    3.70681
    4.07929
    -0.37248
    -10.05%
    Inferior
    99th percentile latency
    ms
    node-stats
    5.01334
    5.0754
    -0.06206
    -1.24%
    Inferior
    99.9th percentile latency
    ms
    node-stats
    6.75018
    6.53613
    0.21405
    3.17%
    Superior
    100th percentile latency
    ms
    node-stats
    7.98905
    6.93454
    1.05451
    13.20%
    Superior
    50th percentile service time
    ms
    node-stats
    2.43876
    2.23841
    0.20035
    8.22%
    Superior
    90th percentile service time
    ms
    node-stats
    2.78272
    2.65367
    0.12905
    4.64%
    Superior
    99th percentile service time
    ms
    node-stats
    4.12234
    3.92073
    0.20161
    4.89%
    Superior
    99.9th percentile service time
    ms
    node-stats
    6.35902
    4.92842
    1.4306
    22.50%
    Superior
    100th percentile service time
    ms
    node-stats
    7.4313
    5.92757
    1.50373
    20.24%
    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
    3.89929
    3.53894
    0.36035
    9.24%
    Superior
    90th percentile latency
    ms
    default
    4.39236
    4.11403
    0.27833
    6.34%
    Superior
    99th percentile latency
    ms
    default
    4.78834
    4.92737
    -0.13903
    -2.90%
    Inferior
    99.9th percentile latency
    ms
    default
    7.10486
    5.74037
    1.36449
    19.21%
    Superior
    100th percentile latency
    ms
    default
    8.75822
    7.32557
    1.43265
    16.36%
    Superior
    50th percentile service time
    ms
    default
    3.18269
    2.7831
    0.39959
    12.56%
    Superior
    90th percentile service time
    ms
    default
    3.49347
    3.17322
    0.32025
    9.17%
    Superior
    99th percentile service time
    ms
    default
    3.8746
    3.77477
    0.09983
    2.58%
    Superior
    99.9th percentile service time
    ms
    default
    6.68581
    4.19186
    2.49395
    37.30%
    Superior
    100th percentile service time
    ms
    default
    8.30396
    6.58243
    1.72153
    20.73%
    Superior
    error rate
    %
    default
    0
    0
    0
    -
    -
    Term query
    Min Throughput
    ops/s
    term
    100.05
    99.66
    0.39
    0.39%
    Superior
    Median Throughput
    ops/s
    term
    100.07
    100.07
    0
    0.00%
    Superior
    Max Throughput
    ops/s
    term
    100.14
    100.11
    0.03
    0.03%
    Superior
    50th percentile latency
    ms
    term
    3.17419
    2.83987
    0.33432
    10.53%
    Superior
    90th percentile latency
    ms
    term
    3.62229
    3.32569
    0.2966
    8.19%
    Superior
    99th percentile latency
    ms
    term
    4.03812
    3.96055
    0.07757
    1.92%
    Superior
    99.9th percentile latency
    ms
    term
    5.9753
    4.33961
    1.63569
    27.37%
    Superior
    100th percentile latency
    ms
    term
    8.03321
    5.70421
    2.329
    28.99%
    Superior
    50th percentile service time
    ms
    term
    2.49755
    2.08935
    0.4082
    16.34%
    Superior
    90th percentile service time
    ms
    term
    2.71322
    2.53284
    0.18038
    6.65%
    Superior
    99th percentile service time
    ms
    term
    3.20673
    2.99484
    0.21189
    6.61%
    Superior
    99.9th percentile service time
    ms
    term
    5.17998
    3.37709
    1.80289
    34.80%
    Superior
    100th percentile service time
    ms
    term
    6.95227
    5.24029
    1.71198
    24.62%
    Superior
    error rate
    %
    term
    0
    0
    0
    -
    -
    Phrase query
    Min Throughput
    ops/s
    phrase
    110.05
    110.04
    0.01
    0.01%
    Superior
    Median Throughput
    ops/s
    phrase
    110.07
    110.08
    -0.01
    -0.01%
    Superior
    Max Throughput
    ops/s
    phrase
    110.12
    110.11
    0.01
    0.01%
    Superior
    50th percentile latency
    ms
    phrase
    3.09905
    2.74088
    0.35817
    11.56%
    Superior
    90th percentile latency
    ms
    phrase
    3.62549
    3.30207
    0.32342
    8.92%
    Superior
    99th percentile latency
    ms
    phrase
    4.55457
    4.8127
    -0.25813
    -5.67%
    Inferior
    99.9th percentile latency
    ms
    phrase
    8.29519
    5.57204
    2.72315
    32.83%
    Superior
    100th percentile latency
    ms
    phrase
    9.39771
    6.54587
    2.85184
    30.35%
    Superior
    50th percentile service time
    ms
    phrase
    2.38248
    1.98839
    0.39409
    16.54%
    Superior
    90th percentile service time
    ms
    phrase
    2.77084
    2.41365
    0.35719
    12.89%
    Superior
    99th percentile service time
    ms
    phrase
    3.75448
    4.00121
    -0.24673
    -6.57%
    Inferior
    99.9th percentile service time
    ms
    phrase
    7.5974
    4.70793
    2.88947
    38.03%
    Superior
    100th percentile service time
    ms
    phrase
    8.98362
    5.67829
    3.30533
    36.79%
    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
    157.466
    130.314
    27.152
    17.24%
    Superior
    90th percentile latency
    ms
    country_agg_uncached
    217.148
    147.567
    69.581
    32.04%
    Superior
    99th percentile latency
    ms
    country_agg_uncached
    233.185
    165.174
    68.011
    29.17%
    Superior
    100th percentile latency
    ms
    country_agg_uncached
    233.227
    174.015
    59.212
    25.39%
    Superior
    50th percentile service time
    ms
    country_agg_uncached
    156.197
    129.186
    27.011
    17.29%
    Superior
    90th percentile service time
    ms
    country_agg_uncached
    215.852
    146.921
    68.931
    31.93%
    Superior
    99th percentile service time
    ms
    country_agg_uncached
    232.177
    164.579
    67.598
    29.11%
    Superior
    100th percentile service time
    ms
    country_agg_uncached
    232.321
    172.827
    59.494
    25.61%
    Superior
    error rate
    %
    country_agg_uncached
    0
    0
    0
    -
    -
    Aggregation query with cache
    Min Throughput
    ops/s
    country_agg_cached
    100.03
    100.04
    -0.01
    -0.01%
    Superior
    Median Throughput
    ops/s
    country_agg_cached
    100.05
    100.05
    0
    0.00%
    Superior
    Max Throughput
    ops/s
    country_agg_cached
    100.08
    100.08
    0
    0.00%
    Superior
    50th percentile latency
    ms
    country_agg_cached
    2.44457
    2.29531
    0.14926
    6.11%
    Superior
    90th percentile latency
    ms
    country_agg_cached
    2.97922
    3.57418
    -0.59496
    -19.97%
    Inferior
    99th percentile latency
    ms
    country_agg_cached
    3.96393
    3.91685
    0.04708
    1.19%
    Superior
    99.9th percentile latency
    ms
    country_agg_cached
    5.3294
    4.19749
    1.13191
    21.24%
    Superior
    100th percentile latency
    ms
    country_agg_cached
    7.9529
    4.51842
    3.43448
    43.19%
    Superior
    50th percentile service time
    ms
    country_agg_cached
    1.71924
    1.57861
    0.14063
    8.18%
    Superior
    90th percentile service time
    ms
    country_agg_cached
    1.97892
    1.89111
    0.08781
    4.44%
    Superior
    99th percentile service time
    ms
    country_agg_cached
    2.22611
    2.19488
    0.03123
    1.40%
    Superior
    99.9th percentile service time
    ms
    country_agg_cached
    5.0967
    3.42563
    1.67107
    32.79%
    Superior
    100th percentile service time
    ms
    country_agg_cached
    7.02246
    4.28971
    2.73275
    38.91%
    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
    20.04
    20.05
    -0.01
    -0.05%
    Superior
    Max Throughput
    pages/s
    scroll
    20.05
    20.06
    -0.01
    -0.05%
    Superior
    50th percentile latency
    ms
    scroll
    576.675
    538.421
    38.254
    6.63%
    Superior
    90th percentile latency
    ms
    scroll
    585.156
    543.566
    41.59
    7.11%
    Superior
    99th percentile latency
    ms
    scroll
    598.95
    582.263
    16.687
    2.79%
    Superior
    100th percentile latency
    ms
    scroll
    602.009
    584.75
    17.259
    2.87%
    Superior
    50th percentile service time
    ms
    scroll
    575.118
    537.068
    38.05
    6.62%
    Superior
    90th percentile service time
    ms
    scroll
    583.906
    542.428
    41.478
    7.10%
    Superior
    99th percentile service time
    ms
    scroll
    597.482
    580.372
    17.11
    2.86%
    Superior
    100th percentile service time
    ms
    scroll
    600.578
    583.612
    16.966
    2.82%
    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
    299.685
    265.631
    34.054
    11.36%
    Superior
    90th percentile latency
    ms
    expression
    416.613
    287.121
    129.492
    31.08%
    Superior
    99th percentile latency
    ms
    expression
    465.776
    311.788
    153.988
    33.06%
    Superior
    100th percentile latency
    ms
    expression
    468.083
    391.745
    76.338
    16.31%
    Superior
    50th percentile service time
    ms
    expression
    298.594
    264.462
    34.132
    11.43%
    Superior
    90th percentile service time
    ms
    expression
    415.045
    285.113
    129.932
    31.31%
    Superior
    99th percentile service time
    ms
    expression
    464.598
    310.991
    153.607
    33.06%
    Superior
    100th percentile service time
    ms
    expression
    467.106
    390.33
    76.776
    16.44%
    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
    383.485
    337.96
    45.525
    11.87%
    Superior
    90th percentile latency
    ms
    painless_static
    514.495
    358.738
    155.757
    30.27%
    Superior
    99th percentile latency
    ms
    painless_static
    561.342
    375.017
    186.325
    33.19%
    Superior
    100th percentile latency
    ms
    painless_static
    568.066
    395.417
    172.649
    30.39%
    Superior
    50th percentile service time
    ms
    painless_static
    382.158
    337.111
    45.047
    11.79%
    Superior
    90th percentile service time
    ms
    painless_static
    513.202
    357.771
    155.431
    30.29%
    Superior
    99th percentile service time
    ms
    painless_static
    560.61
    374.121
    186.489
    33.27%
    Superior
    100th percentile service time
    ms
    painless_static
    567.419
    394.632
    172.787
    30.45%
    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
    377.278
    334.684
    42.594
    11.29%
    Superior
    90th percentile latency
    ms
    painless_dynamic
    517.496
    354.406
    163.09
    31.52%
    Superior
    99th percentile latency
    ms
    painless_dynamic
    576.697
    377.214
    199.483
    34.59%
    Superior
    100th percentile latency
    ms
    painless_dynamic
    580.017
    381.276
    198.741
    34.26%
    Superior
    50th percentile service time
    ms
    painless_dynamic
    376.339
    333.654
    42.685
    11.34%
    Superior
    90th percentile service time
    ms
    painless_dynamic
    516.407
    353.246
    163.161
    31.60%
    Superior
    99th percentile service time
    ms
    painless_dynamic
    575.714
    375.956
    199.758
    34.70%
    Superior
    100th percentile service time
    ms
    painless_dynamic
    579.642
    379.75
    199.892
    34.49%
    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
    348.531
    327.972
    20.559
    5.90%
    Superior
    90th percentile latency
    ms
    decay_geo_gauss_function_score
    398.351
    336.979
    61.372
    15.41%
    Superior
    99th percentile latency
    ms
    decay_geo_gauss_function_score
    411.483
    343.562
    67.921
    16.51%
    Superior
    100th percentile latency
    ms
    decay_geo_gauss_function_score
    457.615
    344.135
    113.48
    24.80%
    Superior
    50th percentile service time
    ms
    decay_geo_gauss_function_score
    346.881
    326.554
    20.327
    5.86%
    Superior
    90th percentile service time
    ms
    decay_geo_gauss_function_score
    397.08
    336.053
    61.027
    15.37%
    Superior
    99th percentile service time
    ms
    decay_geo_gauss_function_score
    410.421
    342.151
    68.27
    16.63%
    Superior
    100th percentile service time
    ms
    decay_geo_gauss_function_score
    455.704
    342.843
    112.861
    24.77%
    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
    368.275
    341.152
    27.123
    7.36%
    Superior
    90th percentile latency
    ms
    decay_geo_gauss_script_score
    414.905
    349.94
    64.965
    15.66%
    Superior
    99th percentile latency
    ms
    decay_geo_gauss_script_score
    468.888
    354.76
    114.128
    24.34%
    Superior
    100th percentile latency
    ms
    decay_geo_gauss_script_score
    477.25
    364.169
    113.081
    23.69%
    Superior
    50th percentile service time
    ms
    decay_geo_gauss_script_score
    366.945
    339.967
    26.978
    7.35%
    Superior
    90th percentile service time
    ms
    decay_geo_gauss_script_score
    413.609
    348.493
    65.116
    15.74%
    Superior
    99th percentile service time
    ms
    decay_geo_gauss_script_score
    467.627
    353.559
    114.068
    24.39%
    Superior
    100th percentile service time
    ms
    decay_geo_gauss_script_score
    475.367
    362.748
    112.619
    23.69%
    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
    139.661
    120.538
    19.123
    13.69%
    Superior
    90th percentile latency
    ms
    field_value_function_score
    183.675
    137.702
    45.973
    25.03%
    Superior
    99th percentile latency
    ms
    field_value_function_score
    197.653
    147.851
    49.802
    25.20%
    Superior
    100th percentile latency
    ms
    field_value_function_score
    202.345
    169.961
    32.384
    16.00%
    Superior
    50th percentile service time
    ms
    field_value_function_score
    138.423
    119.159
    19.264
    13.92%
    Superior
    90th percentile service time
    ms
    field_value_function_score
    182.404
    136.338
    46.066
    25.25%
    Superior
    99th percentile service time
    ms
    field_value_function_score
    196.734
    146.981
    49.753
    25.29%
    Superior
    100th percentile service time
    ms
    field_value_function_score
    201.442
    168.964
    32.478
    16.12%
    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
    188.952
    168.069
    20.883
    11.05%
    Superior
    90th percentile latency
    ms
    field_value_script_score
    264.095
    178.933
    85.162
    32.25%
    Superior
    99th percentile latency
    ms
    field_value_script_score
    271.153
    196.982
    74.171
    27.35%
    Superior
    100th percentile latency
    ms
    field_value_script_score
    271.901
    198.722
    73.179
    26.91%
    Superior
    50th percentile service time
    ms
    field_value_script_score
    187.218
    166.827
    20.391
    10.89%
    Superior
    90th percentile service time
    ms
    field_value_script_score
    263.207
    177.869
    85.338
    32.42%
    Superior
    99th percentile service time
    ms
    field_value_script_score
    269.578
    195.586
    73.992
    27.45%
    Superior
    100th percentile service time
    ms
    field_value_script_score
    270.138
    197.054
    73.084
    27.05%
    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
    265.007
    241.322
    23.685
    8.94%
    Superior
    90th percentile latency
    ms
    large_terms
    296.009
    252.637
    43.372
    14.65%
    Superior
    99th percentile latency
    ms
    large_terms
    310.358
    265.807
    44.551
    14.35%
    Superior
    100th percentile latency
    ms
    large_terms
    311.049
    272.611
    38.438
    12.36%
    Superior
    50th percentile service time
    ms
    large_terms
    256.372
    233.129
    23.243
    9.07%
    Superior
    90th percentile service time
    ms
    large_terms
    287.851
    244.494
    43.357
    15.06%
    Superior
    99th percentile service time
    ms
    large_terms
    301.827
    258.894
    42.933
    14.22%
    Superior
    100th percentile service time
    ms
    large_terms
    302.251
    264.352
    37.899
    12.54%
    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
    268.135
    233.192
    34.943
    13.03%
    Superior
    90th percentile latency
    ms
    large_filtered_terms
    304.158
    241.102
    63.056
    20.73%
    Superior
    99th percentile latency
    ms
    large_filtered_terms
    351.209
    251.835
    99.374
    28.29%
    Superior
    100th percentile latency
    ms
    large_filtered_terms
    352.003
    260.27
    91.733
    26.06%
    Superior
    50th percentile service time
    ms
    large_filtered_terms
    259.546
    225.052
    34.494
    13.29%
    Superior
    90th percentile service time
    ms
    large_filtered_terms
    295.721
    233.16
    62.561
    21.16%
    Superior
    99th percentile service time
    ms
    large_filtered_terms
    342.342
    243.603
    98.739
    28.84%
    Superior
    100th percentile service time
    ms
    large_filtered_terms
    343.378
    252.129
    91.249
    26.57%
    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
    270.041
    235.179
    34.862
    12.91%
    Superior
    90th percentile latency
    ms
    large_prohibited_terms
    310.351
    241.076
    69.275
    22.32%
    Superior
    99th percentile latency
    ms
    large_prohibited_terms
    347.414
    255.983
    91.431
    26.32%
    Superior
    100th percentile latency
    ms
    large_prohibited_terms
    349.499
    259.046
    90.453
    25.88%
    Superior
    50th percentile service time
    ms
    large_prohibited_terms
    261.734
    227.487
    34.247
    13.08%
    Superior
    90th percentile service time
    ms
    large_prohibited_terms
    302.279
    233.792
    68.487
    22.66%
    Superior
    99th percentile service time
    ms
    large_prohibited_terms
    339.278
    248.53
    90.748
    26.75%
    Superior
    100th percentile service time
    ms
    large_prohibited_terms
    340.817
    251.083
    89.734
    26.33%
    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
    58.5828
    48.387
    10.1958
    17.40%
    Superior
    90th percentile latency
    ms
    desc_sort_population
    77.9981
    63.073
    14.9251
    19.14%
    Superior
    99th percentile latency
    ms
    desc_sort_population
    80.8863
    71.7498
    9.1365
    11.30%
    Superior
    100th percentile latency
    ms
    desc_sort_population
    83.1661
    83.3593
    -0.1932
    -0.23%
    Inferior
    50th percentile service time
    ms
    desc_sort_population
    57.1212
    47.0436
    10.0776
    17.64%
    Superior
    90th percentile service time
    ms
    desc_sort_population
    76.7082
    61.3731
    15.3351
    19.99%
    Superior
    99th percentile service time
    ms
    desc_sort_population
    79.2907
    70.4811
    8.8096
    11.11%
    Superior
    100th percentile service time
    ms
    desc_sort_population
    81.6364
    81.6517
    -0.0153
    -0.02%
    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
    62.4328
    49.2469
    13.1859
    21.12%
    Superior
    90th percentile latency
    ms
    asc_sort_population
    79.8441
    67.5894
    12.2547
    15.35%
    Superior
    99th percentile latency
    ms
    asc_sort_population
    83.9411
    84.6384
    -0.6973
    -0.83%
    Inferior
    100th percentile latency
    ms
    asc_sort_population
    84.3925
    85.8124
    -1.4199
    -1.68%
    Inferior
    50th percentile service time
    ms
    asc_sort_population
    61.0637
    47.8438
    13.2199
    21.65%
    Superior
    90th percentile service time
    ms
    asc_sort_population
    78.4101
    66.0821
    12.328
    15.72%
    Superior
    99th percentile service time
    ms
    asc_sort_population
    82.2652
    83.6026
    -1.3374
    -1.63%
    Inferior
    100th percentile service time
    ms
    asc_sort_population
    82.5616
    84.2175
    -1.6559
    -2.01%
    Inferior
    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
    88.1871
    99.1943
    -11.0072
    -12.48%
    Inferior
    90th percentile latency
    ms
    asc_sort_with_after_population
    127.995
    86.0298
    41.9652
    32.79%
    Superior
    99th percentile latency
    ms
    asc_sort_with_after_population
    131.171
    102.268
    28.903
    22.03%
    Superior
    100th percentile latency
    ms
    asc_sort_with_after_population
    132.181
    106.33
    25.851
    19.56%
    Superior
    50th percentile service time
    ms
    asc_sort_with_after_population
    87.132
    68.2272
    18.9048
    21.70%
    Superior
    90th percentile service time
    ms
    asc_sort_with_after_population
    126.818
    84.685
    42.133
    33.22%
    Superior
    99th percentile service time
    ms
    asc_sort_with_after_population
    129.453
    101.133
    28.32
    21.88%
    Superior
    100th percentile service time
    ms
    asc_sort_with_after_population
    130.452
    105.094
    25.358
    19.44%
    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
    7.4659
    5.53008
    1.93582
    25.93%
    Superior
    90th percentile latency
    ms
    desc_sort_geonameid
    8.26766
    6.20276
    2.0649
    24.98%
    Superior
    99th percentile latency
    ms
    desc_sort_geonameid
    8.72369
    6.67673
    2.04696
    23.46%
    Superior
    100th percentile latency
    ms
    desc_sort_geonameid
    8.79956
    6.95103
    1.84853
    21.01%
    Superior
    50th percentile service time
    ms
    desc_sort_geonameid
    6.59986
    4.61231
    1.98755
    30.12%
    Superior
    90th percentile service time
    ms
    desc_sort_geonameid
    7.24539
    5.45982
    1.78557
    24.64%
    Superior
    99th percentile service time
    ms
    desc_sort_geonameid
    7.57925
    5.65304
    1.92621
    25.41%
    Superior
    100th percentile service time
    ms
    desc_sort_geonameid
    7.64471
    5.65578
    1.98893
    26.02%
    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
    6.01
    6.02
    -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
    89.4587
    56.5947
    32.864
    36.74%
    Superior
    90th percentile latency
    ms
    desc_sort_with_after_geonameid
    119.777
    79.6503
    40.1267
    33.50%
    Superior
    99th percentile latency
    ms
    desc_sort_with_after_geonameid
    123.271
    87.7773
    35.4937
    28.79%
    Superior
    100th percentile latency
    ms
    desc_sort_with_after_geonameid
    123.628
    89.3947
    34.2333
    27.69%
    Superior
    50th percentile service time
    ms
    desc_sort_with_after_geonameid
    88.512
    55.4855
    33.0265
    37.31%
    Superior
    90th percentile service time
    ms
    desc_sort_with_after_geonameid
    118.72
    79.2349
    39.4851
    33.26%
    Superior
    99th percentile service time
    ms
    desc_sort_with_after_geonameid
    122.79
    87.3803
    35.4097
    28.84%
    Superior
    100th percentile service time
    ms
    desc_sort_with_after_geonameid
    122.791
    88.3606
    34.4304
    28.04%
    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
    5.80593
    5.19317
    0.61276
    10.55%
    Superior
    90th percentile latency
    ms
    asc_sort_geonameid
    6.55438
    5.74438
    0.81
    12.36%
    Superior
    99th percentile latency
    ms
    asc_sort_geonameid
    7.36432
    6.22846
    1.13586
    15.42%
    Superior
    100th percentile latency
    ms
    asc_sort_geonameid
    7.49672
    11.6377
    -4.14098
    -55.24%
    Inferior
    50th percentile service time
    ms
    asc_sort_geonameid
    4.91916
    4.35586
    0.5633
    11.45%
    Superior
    90th percentile service time
    ms
    asc_sort_geonameid
    5.61126
    4.92152
    0.68974
    12.29%
    Superior
    99th percentile service time
    ms
    asc_sort_geonameid
    6.12285
    5.38949
    0.73336
    11.98%
    Superior
    100th percentile service time
    ms
    asc_sort_geonameid
    6.51222
    10.6436
    -4.13138
    -63.44%
    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
    6.01
    6.02
    -0.01
    -0.17%
    Superior
    Max Throughput
    ops/s
    asc_sort_with_after_geonameid
    6.01
    6.02
    -0.01
    -0.17%
    Superior
    50th percentile latency
    ms
    asc_sort_with_after_geonameid
    70.994
    58.1403
    12.8537
    18.11%
    Superior
    90th percentile latency
    ms
    asc_sort_with_after_geonameid
    104.817
    76.5695
    28.2475
    26.95%
    Superior
    99th percentile latency
    ms
    asc_sort_with_after_geonameid
    108.797
    91.6296
    17.1674
    15.78%
    Superior
    100th percentile latency
    ms
    asc_sort_with_after_geonameid
    108.929
    91.6364
    17.2926
    15.88%
    Superior
    50th percentile service time
    ms
    asc_sort_with_after_geonameid
    69.7056
    57.1683
    12.5373
    17.99%
    Superior
    90th percentile service time
    ms
    asc_sort_with_after_geonameid
    103.875
    75.7573
    28.1177
    27.07%
    Superior
    99th percentile service time
    ms
    asc_sort_with_after_geonameid
    107.828
    91.1533
    16.6747
    15.46%
    Superior
    100th percentile service time
    ms
    asc_sort_with_after_geonameid
    108.539
    91.3662
    17.1728
    15.82%
    Superior
    error rate
    %
    asc_sort_with_after_geonameid
    0
    0
    0
    -
    -
    
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