Enable Skiplist Optimization for `SortedNumericDocValuesField.newSlowExactQuery` in OpenSearch

[shreyah963]

Background

Lucene improvements introduced skiplist for DocValues, prominently improving the performance of queries that use SortedNumericDocValuesField.newSlowExactQuery, especially for low-selectivity (rare match) cases. Analysis on Lucene show that enabling the skiplist can make these queries up to 60x faster by skipping over large blocks of irrelevant documents.

How the Skiplist Works in Lucene

A skiplist is a sparse index that sits on top of DocValues to enable efficient document skipping. It enhances the existing DocValues infrastructure by adding block-level statistics that enable efficient skipping.

How It Works

Multi-Level Structure
Level 0: Every 4,096 documents, collect stats (min/max values, docID ranges)
Level 1: Every 8 Level 0 intervals, aggregate stats from underlying blocks
Level 2: Every 8 Level 1 intervals, aggregate stats from Level 1 blocks
Level 3: Every 8 Level 2 intervals, aggregate stats from Level 2 blocks

Skipping Mechanism

Start at highest level and check if target value could be in current block
If block range excludes target, skip entire block and all sub-blocks
If block might contain target, descend to next level and repeat
At lowest level, either process the block or skip based on final stats

Current State in OpenSearch

In OpenSearch, the following classes utilize SortedNumericDocValuesField.newSlowExactQuery:

• BooleanFieldMapper.BooleanFieldType#termQuery
• NumberFieldMapper.NumberFieldType#termQuery (and related numeric types)

Integration in OpenSearch

In the OpenSearch field mappers (BooleanFieldMapper, NumberFieldMapper), the changes involve:

Before (No Skiplist)

// Old approach: basic DocValues field without skiplist
context.doc().add(new SortedNumericDocValuesField(fieldType().name(), value));

After (With Skiplist)

// New approach: uses indexedField method for skiplist support
context.doc().add(SortedNumericDocValuesField.indexedField(fieldType().name(), value));

The SortedNumericDocValuesField.indexedField() method is a Lucene API that creates a DocValues field with skiplist support enabled.

• indexedField() ensures the field is created with skiplist metadata during indexing
• newSlowExactQuery() can then leverage this metadata for efficient query execution
• Together, they enable the full skiplist optimization pipeline

What Was Changed

I have added logic to these mappers to utilize the skiplist-enabled indexed field methods, so that when skiplist is available in Lucene, OpenSearch can take advantage of the performance boost.

Performance Chain

1. Indexing: indexedField() creates fields with skiplist metadata
2. Query Planning: newSlowExactQuery() detects skiplist availability
3. Query Execution: Uses DocValuesSkipper to efficiently skip irrelevant blocks
4. Result: Improved performance for selective queries

Why This Matters

• Performance:
  • For low-selectivity queries (rare values), the skiplist allows skipping most blocks, reducing query time from linear to sub-linear.
  • Analysis done on Lucene show up to 60x speedup for newSlowExactQuery with skiplist enabled.

References

• [Lucene PR: Add levels to DocValues skipper index](Add levels to DocValues skipper index apache/lucene#13563
• Use lucene sparse index in opensearch

---

Example Table (from 17710)

Selectability	Cardinality	newSlowExactQuery (SkipList=Disabled)	newSlowExactQuery (SkipList=Enabled)	Speedup
2	10,000,000	197.67	3.33	59x
10	10,000,000	177.67	8.67	20x
...	...	...	...	...

---

Summary

Enabling skiplist for SortedNumericDocValuesField.newSlowExactQuery in OpenSearch provides a major performance boost for DocValues-based queries, especially for rare values. This change leverages recent Lucene improvements.

Describe the solution you'd like

Review and merge the changes that enable skiplist usage in the relevant field mappers.

Related component

Indexing

Describe alternatives you've considered

No response

Additional context

No response

[shreyah963]

Initial Benchmarks

http_logs

Default

Metric	Task	Value	Unit
Cumulative indexing time of primary shards		67.5266	min
Min cumulative indexing time across primary shards		0	min
Median cumulative indexing time across primary shards		0.582658	min
Max cumulative indexing time across primary shards		11.9059	min
Cumulative indexing throttle time of primary shards		0	min
Min cumulative indexing throttle time across primary shards		0	min
Median cumulative indexing throttle time across primary shards		0	min
Max cumulative indexing throttle time across primary shards		0	min
Cumulative merge time of primary shards		22.7848	min
Cumulative merge count of primary shards		24
Min cumulative merge time across primary shards		0	min
Median cumulative merge time across primary shards		0	min
Max cumulative merge time across primary shards		6.45772	min
Cumulative merge throttle time of primary shards		5.37835	min
Min cumulative merge throttle time across primary shards		0	min
Median cumulative merge throttle time across primary shards		0	min
Max cumulative merge throttle time across primary shards		1.55475	min
Cumulative refresh time of primary shards		9.47542	min
Cumulative refresh count of primary shards		442
Min cumulative refresh time across primary shards		0	min
Median cumulative refresh time across primary shards		0.102983	min
Max cumulative refresh time across primary shards		1.44448	min
Cumulative flush time of primary shards		3.65062	min
Cumulative flush count of primary shards		133
Min cumulative flush time across primary shards		0	min
Median cumulative flush time across primary shards		0.00433333	min
Max cumulative flush time across primary shards		0.754067	min
Total Young Gen GC time		0	s
Total Young Gen GC count		0
Total Old Gen GC time		0	s
Total Old Gen GC count		0
Store size		16.3669	GB
Translog size		2.04891e-06	GB
Heap used for segments		0	MB
Heap used for doc values		0	MB
Heap used for terms		0	MB
Heap used for norms		0	MB
Heap used for points		0	MB
Heap used for stored fields		0	MB
Segment count		215
Min Throughput	term	50.04	ops/s
Mean Throughput	term	50.05	ops/s
Median Throughput	term	50.05	ops/s
Max Throughput	term	50.05	ops/s
50th percentile latency	term	5.06447	ms
90th percentile latency	term	7.01571	ms
99th percentile latency	term	12.447	ms
100th percentile latency	term	12.7065	ms
50th percentile service time	term	4.14204	ms
90th percentile service time	term	6.36967	ms
99th percentile service time	term	11.3198	ms
100th percentile service time	term	12.2716	ms
error rate	term	0	%

Skiplist Enabled

Metric	Task	Value	Unit
Cumulative indexing time of primary shards		0	min
Min cumulative indexing time across primary shards		0	min
Median cumulative indexing time across primary shards		0	min
Max cumulative indexing time across primary shards		0	min
Cumulative indexing throttle time of primary shards		0	min
Min cumulative indexing throttle time across primary shards		0	min
Median cumulative indexing throttle time across primary shards		0	min
Max cumulative indexing throttle time across primary shards		0	min
Cumulative merge time of primary shards		0	min
Cumulative merge count of primary shards		0
Min cumulative merge time across primary shards		0	min
Median cumulative merge time across primary shards		0	min
Max cumulative merge time across primary shards		0	min
Cumulative merge throttle time of primary shards		0	min
Min cumulative merge throttle time across primary shards		0	min
Median cumulative merge throttle time across primary shards		0	min
Max cumulative merge throttle time across primary shards		0	min
Cumulative refresh time of primary shards		0	min
Cumulative refresh count of primary shards		80
Min cumulative refresh time across primary shards		0	min
Median cumulative refresh time across primary shards		0	min
Max cumulative refresh time across primary shards		0	min
Cumulative flush time of primary shards		0	min
Cumulative flush count of primary shards		0
Min cumulative flush time across primary shards		0	min
Median cumulative flush time across primary shards		0	min
Max cumulative flush time across primary shards		0	min
Total Young Gen GC time		0.052	s
Total Young Gen GC count		2
Total Old Gen GC time		0	s
Total Old Gen GC count		0
Store size		16.3536	GB
Translog size		2.04891e-06	GB
Heap used for segments		0	MB
Heap used for doc values		0	MB
Heap used for terms		0	MB
Heap used for norms		0	MB
Heap used for points		0	MB
Heap used for stored fields		0	MB
Segment count		184
Min Throughput	term	50.03	ops/s
Mean Throughput	term	50.04	ops/s
Median Throughput	term	50.04	ops/s
Max Throughput	term	50.04	ops/s
50th percentile latency	term	5.27559	ms
90th percentile latency	term	5.99493	ms
99th percentile latency	term	7.37491	ms
100th percentile latency	term	7.96766	ms
50th percentile service time	term	4.38768	ms
90th percentile service time	term	4.87632	ms
99th percentile service time	term	6.68762	ms
100th percentile service time	term	6.77812	ms
error rate	term	0	%

[shreyah963]

big5

Default

Metric	Task	Value	Unit
Cumulative indexing time of primary shards		105.834	min
Min cumulative indexing time across primary shards		0	min
Median cumulative indexing time across primary shards		0	min
Max cumulative indexing time across primary shards		105.834	min
Cumulative indexing throttle time of primary shards		0	min
Min cumulative indexing throttle time across primary shards		0	min
Median cumulative indexing throttle time across primary shards		0	min
Max cumulative indexing throttle time across primary shards		0	min
Cumulative merge time of primary shards		189.205	min
Cumulative merge count of primary shards		56
Min cumulative merge time across primary shards		0.802133	min
Median cumulative merge time across primary shards		1.50883	min
Max cumulative merge time across primary shards		181.257	min
Cumulative merge throttle time of primary shards		79.3881	min
Min cumulative merge throttle time across primary shards		0	min
Median cumulative merge throttle time across primary shards		0	min
Max cumulative merge throttle time across primary shards		79.3881	min
Cumulative refresh time of primary shards		0.729567	min
Cumulative refresh count of primary shards		278
Min cumulative refresh time across primary shards		3.33333e-05	min
Median cumulative refresh time across primary shards		3.33333e-05	min
Max cumulative refresh time across primary shards		0.7294	min
Cumulative flush time of primary shards		11.0717	min
Cumulative flush count of primary shards		232
Min cumulative flush time across primary shards		0	min
Median cumulative flush time across primary shards		0	min
Max cumulative flush time across primary shards		11.0717	min
Total Young Gen GC time		0	s
Total Young Gen GC count		0
Total Old Gen GC time		0	s
Total Old Gen GC count		0
Store size		34.3839	GB
Translog size		3.07336e-07	GB
Heap used for segments		0	MB
Heap used for doc values		0	MB
Heap used for terms		0	MB
Heap used for norms		0	MB
Heap used for points		0	MB
Heap used for stored fields		0	MB
Segment count		20
Min Throughput	term	2.01	ops/s
Mean Throughput	term	2.01	ops/s
Median Throughput	term	2.01	ops/s
Max Throughput	term	2.01	ops/s
50th percentile latency	term	3.36101	ms
90th percentile latency	term	3.71902	ms
99th percentile latency	term	3.92245	ms
100th percentile latency	term	4.29368	ms
50th percentile service time	term	1.94059	ms
90th percentile service time	term	2.01052	ms
99th percentile service time	term	2.75118	ms
100th percentile service time	term	2.88675	ms
error rate	term	0	%

Skiplist Enabled

Metric	Task	Value	Unit
Cumulative indexing time of primary shards		110.984	min
Min cumulative indexing time across primary shards		110.984	min
Median cumulative indexing time across primary shards		110.984	min
Max cumulative indexing time across primary shards		110.984	min
Cumulative indexing throttle time of primary shards		0	min
Min cumulative indexing throttle time across primary shards		0	min
Median cumulative indexing throttle time across primary shards		0	min
Max cumulative indexing throttle time across primary shards		0	min
Cumulative merge time of primary shards		197.608	min
Cumulative merge count of primary shards		52
Min cumulative merge time across primary shards		197.608	min
Median cumulative merge time across primary shards		197.608	min
Max cumulative merge time across primary shards		197.608	min
Cumulative merge throttle time of primary shards		72.404	min
Min cumulative merge throttle time across primary shards		72.404	min
Median cumulative merge throttle time across primary shards		72.404	min
Max cumulative merge throttle time across primary shards		72.404	min
Cumulative refresh time of primary shards		0.711283	min
Cumulative refresh count of primary shards		253
Min cumulative refresh time across primary shards		0.711283	min
Median cumulative refresh time across primary shards		0.711283	min
Max cumulative refresh time across primary shards		0.711283	min
Cumulative flush time of primary shards		10.8453	min
Cumulative flush count of primary shards		227
Min cumulative flush time across primary shards		10.8453	min
Median cumulative flush time across primary shards		10.8453	min
Max cumulative flush time across primary shards		10.8453	min
Total Young Gen GC time		0	s
Total Young Gen GC count		0
Total Old Gen GC time		0	s
Total Old Gen GC count		0
Store size		22.2053	GB
Translog size		5.12227e-08	GB
Heap used for segments		0	MB
Heap used for doc values		0	MB
Heap used for terms		0	MB
Heap used for norms		0	MB
Heap used for points		0	MB
Heap used for stored fields		0	MB
Segment count		10
Min Throughput	term	2.01	ops/s
Mean Throughput	term	2.01	ops/s
Median Throughput	term	2.01	ops/s
Max Throughput	term	2.01	ops/s
50th percentile latency	term	3.4782	ms
90th percentile latency	term	3.88478	ms
99th percentile latency	term	4.45389	ms
100th percentile latency	term	4.47535	ms
50th percentile service time	term	2.11189	ms
90th percentile service time	term	2.18152	ms
99th percentile service time	term	2.42141	ms
100th percentile service time	term	2.52739	ms
error rate	term	0	%

[shreyah963]

Disabled BKD on big5 to review SkipList performance impact

Results (With Skiplist Enabled/BKD disabled)

Index Size: 36.1gb

SkipList

Operation	90th Percentile Service Time (ms)
index-append	36.33
force-merge	60347.01
wait-until-merges-finish	1948931.67
default	2.17
desc_sort_timestamp	3.57
asc_sort_timestamp	3.43
desc_sort_with_after_timestamp	4.96
asc_sort_with_after_timestamp	26.91
desc_sort_timestamp_can_match_shortcut	6.94
desc_sort_timestamp_no_can_match_shortcut	6.84
asc_sort_timestamp_can_match_shortcut	7.20
asc_sort_timestamp_no_can_match_shortcut	7.22
term	2.36
multi_terms-keyword	2.60
keyword-terms	3.11
keyword-terms-low-cardinality	2.08
composite-terms	2.22
composite_terms-keyword	2.17
composite-date_histogram-daily	2.16
range	2.57
range-numeric	1.69
keyword-in-range	3.14
date_histogram_hourly_agg	2.57
date_histogram_minute_agg	7.16
scroll	372.24
query-string-on-message	408.77
query-string-on-message-filtered	28.90
query-string-on-message-filtered-sorted-num	10.87
sort_keyword_can_match_shortcut	2.58
sort_keyword_no_can_match_shortcut	2.51
sort_numeric_desc	1883.67
sort_numeric_asc	1832.61
sort_numeric_desc_with_match	1.62
sort_numeric_asc_with_match	1.60
range_field_conjunction_big_range_big_term_query	1.62
range_field_disjunction_big_range_small_term_query	1.73
range_field_conjunction_small_range_small_term_query	1.66
range_field_conjunction_small_range_big_term_query	1.49
range-auto-date-histo	2.19
range-auto-date-histo-with-metrics	2.24
range-agg-1	1.73
range-agg-2	1.66
cardinality-agg-low	1.64
cardinality-agg-high	2.15
cardinality-agg-high-2	2.13
range_with_asc_sort	3.34
range_with_desc_sort	3.38

Results (Default)

Index Size: 22.9gb

Default

Operation	90th Percentile Service Time (ms)
index-append	36.41
force-merge	60365.06
index-stats	953863.59
default	4.30
desc_sort_timestamp	5.82
asc_sort_timestamp	5.27
desc_sort_with_after_timestamp	258.58
asc_sort_with_after_timestamp	250.89
desc_sort_timestamp_can_match_shortcut	5.72
desc_sort_timestamp_no_can_match_shortcut	5.59
asc_sort_timestamp_can_match_shortcut	7.55
asc_sort_timestamp_no_can_match_shortcut	7.42
term	4.00
multi_terms-keyword	996.22
keyword-terms	31.22
keyword-terms-low-cardinality	28.26
composite-terms	203.15
composite_terms-keyword	370.89
composite-date_histogram-daily	3.63
range	3.85
range-numeric	2.12
keyword-in-range	7.00
date_histogram_hourly_agg	7.02
date_histogram_minute_agg	38.48
scroll	425.35
query-string-on-message	4.54
query-string-on-message-filtered	10.24
query-string-on-message-filtered-sorted-num	14.29
sort_keyword_can_match_shortcut	3.84
sort_keyword_no_can_match_shortcut	3.66
sort_numeric_desc	3.25
sort_numeric_asc	3.12
sort_numeric_desc_with_match	1.78
sort_numeric_asc_with_match	1.80
range_field_conjunction_big_range_big_term_query	1.81
range_field_disjunction_big_range_small_term_query	1.89
range_field_conjunction_small_range_small_term_query	1.79
range_field_conjunction_small_range_big_term_query	1.64
range-auto-date-histo	5747.03
range-auto-date-histo-with-metrics	16764.40
range-agg-1	2.06
range-agg-2	2.03
cardinality-agg-low	3.97
cardinality-agg-high	2388.41
cardinality-agg-high-2	2755.67
range_with_asc_sort	4.24
range_with_desc_sort	4.28

[asimmahmood1]

Thanks for running the benchmarks, the last one looks suspicious too good.

Results (With Skiplist Enabled/BKD disabled)

name	baseline	candidate - skiplist
index size	22.2gb	36.1gb
cardinality-agg-low	3.97	1.64
cardinality-agg-high	2388.41	2.15
cardinality-agg-high-2	2755.67	2.13

Also I would've expected index size to decrease with indexing/bkd disabled. Lets look the setup more closely.

[shreyah963]

Attaching the raw values for reference:

SkipList Enabled and BKD disabled

"results": {
  "op_metrics": [
   {
    "task": "index-append",
    "operation": "index-append",
    "throughput": {
     "min": 12549.166208428478,
     "mean": 12832.81464056715,
     "median": 12787.399915900243,
     "max": 13447.497516833368,
     "unit": "docs/s"
    },
    "latency": {
     "50_0": 33.257327042520046,
     "90_0": 36.33418545359746,     "99_0": 65.86078356369407,
     "99_9": 133.04679612571675,
     "99_99": 287.25476971214437,
     "100_0": 418.05914300493896,
     "mean": 35.090992427732715,
     "unit": "ms"
    },
    "service_time": {
     "50_0": 33.257327042520046,
     "90_0": 36.33418545359746,
     "99_0": 65.86078356369407,
     "99_9": 133.04679612571675,
     "99_99": 287.25476971214437,
     "100_0": 418.05914300493896,
     "mean": 35.090992427732715,
     "unit": "ms"
    },
    "client_processing_time": {
     "50_0": 0.25423895567655563,
     "90_0": 0.2806074218824506,
     "99_0": 0.3048641455825418,
     "99_9": 0.4709572428837474,
     "99_99": 1.272702022420505,
     "100_0": 5.849363864399493,
     "mean": 0.2562937199783686,
     "unit": "ms"
    },
    "processing_time": {
     "50_0": 35.55060946382582,
     "90_0": 38.760396058205515,
     "99_0": 68.38807347114206,
     "99_9": 135.7076710256599,
     "99_99": 289.67613881909705,
     "100_0": 420.38972198497504,
     "mean": 37.43023584873222,
     "unit": "ms"
    },
    "error_rate": 0.0,
    "duration": 9235449.927182984
   },
   {
    "task": "force-merge",
    "operation": "force-merge",
    "throughput": {
     "min": null,
     "mean": null,
     "median": null,
     "max": null,
     "unit": "ops/s"
    },
    "latency": {
     "100_0": 60347.00733202044,
     "mean": 60347.00733202044,
     "unit": "ms"
    },
    "service_time": {
     "100_0": 60347.00733202044,
     "mean": 60347.00733202044,
     "unit": "ms"
    },
    "client_processing_time": {
     "100_0": 7.071126950904727,
     "mean": 7.071126950904727,
     "unit": "ms"
    },
    "processing_time": {
     "100_0": 60354.52175792307,
     "mean": 60354.52175792307,
     "unit": "ms"
    },
    "error_rate": 1.0,
    "duration": 2.0613539963960648
   },
   {
    "task": "wait-until-merges-finish",
    "operation": "index-stats",
    "throughput": {
     "min": 0.0005131015356717347,
     "mean": 0.0005131015356717347,
     "median": 0.0005131015356717347,
     "max": 0.0005131015356717347,
     "unit": "ops/s"
    },
    "latency": {
     "100_0": 1948931.6720849602,
     "mean": 1948931.6720849602,
     "unit": "ms"
    },
    "service_time": {
     "100_0": 1948931.6720849602,
     "mean": 1948931.6720849602,
     "unit": "ms"
    },
    "client_processing_time": {
     "100_0": 0.5317440954968333,
     "mean": 0.5317440954968333,
     "unit": "ms"
    },
    "processing_time": {
     "100_0": 1948933.6120389635,
     "mean": 1948933.6120389635,
     "unit": "ms"
    },
    "error_rate": 0.0,
    "duration": 1.93869904614985
   },
   {
    "task": "default",
    "operation": "default",
    "throughput": {
     "min": 2.006560340550789,
     "mean": 2.0079618771960135,
     "median": 2.0078538547234404,
     "max": 2.009787784859143,
     "unit": "ops/s"
    },
    "latency": {
     "50_0": 3.45713144633919,
     "90_0": 3.8509633974172175,
     "99_0": 3.967354968190193,
     "100_0": 3.972503007389605,
     "mean": 3.456278395606205,
     "unit": "ms"
    },
    "service_time": {
     "50_0": 2.103128528688103,
     "90_0": 2.165636920835823,
     "99_0": 2.2113039274699986,
     "100_0": 2.2128840209916234,
     "mean": 2.11234635906294,
     "unit": "ms"
    },
    "client_processing_time": {
     "50_0": 0.24170154938474298,
     "90_0": 0.24557795841246843,
     "99_0": 0.2498957049101591,
     "100_0": 0.25105697568506,
     "mean": 0.24182721506804228,
     "unit": "ms"
    },
    "processing_time": {
     "50_0": 2.437262039165944,
     "90_0": 2.502050867769867,
     "99_0": 2.550260180141777,
     "100_0": 2.5542379589751363,
     "mean": 2.4480523937381804,
     "unit": "ms"
    },
    "error_rate": 0.0,
    "duration": 149503.75095300842
   },
   {
    "task": "desc_sort_timestamp",
    "operation": "desc_sort_timestamp",
    "throughput": {
     "min": 2.0062065571259926,
     "mean": 2.007528840459264,
     "median": 2.007428074125837,
     "max": 2.009246491368151,
     "unit": "ops/s"
    },
    "latency": {
     "50_0": 4.771057981997728,
     "90_0": 5.190005886834115,
     "99_0": 5.331167274853215,
     "100_0": 5.3355490090325475,
     "mean": 4.755603630328551,
     "unit": "ms"
    },
    "service_time": {
     "50_0": 3.4786200267262757,
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Default(BKD enabled)

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   },
   {
    "task": "asc_sort_with_after_timestamp",
    "operation": "asc_sort_with_after_timestamp",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149503.7482950138
   },
   {
    "task": "desc_sort_timestamp_can_match_shortcut",
    "operation": "desc_sort_timestamp_can_match_shortcut",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149504.40792692825
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   {
    "task": "desc_sort_timestamp_no_can_match_shortcut",
    "operation": "desc_sort_timestamp_no_can_match_shortcut",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149503.9352820022
   },
   {
    "task": "asc_sort_timestamp_can_match_shortcut",
    "operation": "asc_sort_timestamp_can_match_shortcut",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149503.6734029418
   },
   {
    "task": "asc_sort_timestamp_no_can_match_shortcut",
    "operation": "asc_sort_timestamp_no_can_match_shortcut",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149504.10730892327
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   {
    "task": "term",
    "operation": "term",
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    "duration": 149503.6311270669
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   {
    "task": "multi_terms-keyword",
    "operation": "multi_terms-keyword",
    "recall@k": {},
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    "duration": 296318.5724070063
   },
   {
    "task": "keyword-terms",
    "operation": "keyword-terms",
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    "duration": 149503.7003660109
   },
   {
    "task": "keyword-terms-low-cardinality",
    "operation": "keyword-terms-low-cardinality",
    "recall@k": {},
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    "duration": 149505.11143100448
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   {
    "task": "composite-terms",
    "operation": "composite-terms",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149503.34728497546
   },
   {
    "task": "composite_terms-keyword",
    "operation": "composite_terms-keyword",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149503.0832560733
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   {
    "task": "composite-date_histogram-daily",
    "operation": "composite-date_histogram-daily",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149503.79835802596
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   {
    "task": "range",
    "operation": "range",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149503.70819901582
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   {
    "task": "range-numeric",
    "operation": "range-numeric",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149504.3320109835
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   {
    "task": "keyword-in-range",
    "operation": "keyword-in-range",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149503.95762105472
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   {
    "task": "date_histogram_hourly_agg",
    "operation": "date_histogram_hourly_agg",
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    "error_rate": 0.0,
    "duration": 149503.81148804445
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   {
    "task": "date_histogram_minute_agg",
    "operation": "date_histogram_minute_agg",
    "recall@k": {},
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    "duration": 149503.92444606405
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   {
    "task": "scroll",
    "operation": "scroll",
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    "duration": 149503.34895704873
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   {
    "task": "query-string-on-message",
    "operation": "query-string-on-message",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149504.04053996317
   },
   {
    "task": "query-string-on-message-filtered",
    "operation": "query-string-on-message-filtered",
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    "duration": 149503.37093800772
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    "task": "query-string-on-message-filtered-sorted-num",
    "operation": "query-string-on-message-filtered-sorted-num",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149503.84646607563
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   {
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    "operation": "sort_keyword_can_match_shortcut",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149503.32639401313
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   {
    "task": "sort_keyword_no_can_match_shortcut",
    "operation": "sort_keyword_no_can_match_shortcut",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149503.85012000334
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   {
    "task": "sort_numeric_desc",
    "operation": "sort_numeric_desc",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149503.65689396858
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   {
    "task": "sort_numeric_asc",
    "operation": "sort_numeric_asc",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149503.38997098152
   },
   {
    "task": "sort_numeric_desc_with_match",
    "operation": "sort_numeric_desc_with_match",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149503.54580197018
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   {
    "task": "sort_numeric_asc_with_match",
    "operation": "sort_numeric_asc_with_match",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149503.64440702833
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   {
    "task": "range_field_conjunction_big_range_big_term_query",
    "operation": "range_field_conjunction_big_range_big_term_query",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149503.81887995172
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   {
    "task": "range_field_disjunction_big_range_small_term_query",
    "operation": "range_field_disjunction_big_range_small_term_query",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149503.2859959174
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   {
    "task": "range_field_conjunction_small_range_small_term_query",
    "operation": "range_field_conjunction_small_range_small_term_query",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149503.1557190232
   },
   {
    "task": "range_field_conjunction_small_range_big_term_query",
    "operation": "range_field_conjunction_small_range_big_term_query",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 149503.60289996024
   },
   {
    "task": "range-auto-date-histo",
    "operation": "range-auto-date-histo",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 1711615.2702330146
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   {
    "task": "range-auto-date-histo-with-metrics",
    "operation": "range-auto-date-histo-with-metrics",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 4980135.122232023
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    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149503.4153960878
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   {
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    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149503.7744169822
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   {
    "task": "cardinality-agg-low",
    "operation": "cardinality-agg-low",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 149503.5612079082
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   {
    "task": "cardinality-agg-high",
    "operation": "cardinality-agg-high",
    "recall@k": {},
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    "error_rate": 0.0,
    "duration": 711949.0122540155
   },
   {
    "task": "cardinality-agg-high-2",
    "operation": "cardinality-agg-high-2",
    "recall@k": {},
    "recall@1": {},
    "error_rate": 0.0,
    "duration": 822485.7368930243
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   {
    "task": "range_with_asc_sort",
    "operation": "range_with_asc_sort",
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    "error_rate": 0.0,
    "duration": 149503.83516401052
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   {
    "task": "range_with_desc_sort",
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    "duration": 149503.2225769246
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  ],
  "total_time": 7325967,
  "total_time_per_shard": {
   "min": 0,
   "median": 0.0,
   "max": 7325967,
   "unit": "ms"
  },
  "indexing_throttle_time": 0,
  "indexing_throttle_time_per_shard": {
   "min": 0,
   "median": 0.0,
   "max": 0,
   "unit": "ms"
  },
  "merge_time": 13270246,
  "merge_time_per_shard": {
   "min": 0,
   "median": 0.0,
   "max": 13270246,
   "unit": "ms"
  },
  "merge_count": 54,
  "refresh_time": 48213,
  "refresh_time_per_shard": {
   "min": 0,
   "median": 0.0,
   "max": 48213,
   "unit": "ms"
  },
  "refresh_count": 304,
  "flush_time": 722748,
  "flush_time_per_shard": {
   "min": 0,
   "median": 0.0,
   "max": 722748,
   "unit": "ms"
  },
  "flush_count": 241,
  "merge_throttle_time": 4144706,
  "merge_throttle_time_per_shard": {
   "min": 0,
   "median": 0.0,
   "max": 4144706,
   "unit": "ms"
  },
  "ml_processing_time": [],
  "young_gc_time": 6804,
  "young_gc_count": 754,
  "old_gc_time": 0,
  "old_gc_count": 0,
  "memory_segments": 0,
  "memory_doc_values": 0,
  "memory_terms": 0,
  "memory_norms": 0,
  "memory_points": 0,
  "memory_stored_fields": 0,
  "store_size": 37642415407,
  "translog_size": 330,
  "segment_count": 20,
  "total_transform_search_times": [],
  "total_transform_index_times": [],
  "total_transform_processing_times": [],
  "total_transform_throughput": []
 },
 "test_procedure": "big5",
 "workload-params": {
  "distribution_version": "3.2.0",
  "number_of_replicas": 0,
  "bulk_indexing_clients": 1,
  "max_num_segments": 10
 }
}

[asimmahmood1]

Can you paste osb compare results, so its easier to view (can grep it to p90, its verbose otherwise):

opensearch-benchmark compare -b [uuid1] -c [uuid2]

[shreyah963]

Sure Asim! Here's the compare results:

Compare Results

	Metric	Task	Baseline (Default)	Contender(Skiplist Enabled/BKD Disabled)	Diff	Unit
Cumulative indexing time of primary shards		122.099	95.6131	-0.00%	-26.4864	min
Min cumulative indexing time across primary shard		0	95.6131	0.00%	95.6131	min
Median cumulative indexing time across primary shard		0	95.6131	0.00%	95.6131	min
Max cumulative indexing time across primary shard		122.099	95.6131	-0.00%	-26.4864	min
Cumulative indexing throttle time of primary shards		0	0	0.00%	0	min
Min cumulative indexing throttle time across primary shard		0	0	0.00%	0	min
Median cumulative indexing throttle time across primary shard		0	0	0.00%	0	min
Max cumulative indexing throttle time across primary shard		0	0	0.00%	0	min
Cumulative merge time of primary shards		221.171	313.585	0.00%	92.4143	min
Cumulative merge count of primary shards		54	50	-7.41% 🟢	-4
Min cumulative merge time across primary shard		0	313.585	0.00%	313.585	min
Median cumulative merge time across primary shard		0	313.585	0.00%	313.585	min
Max cumulative merge time across primary shard		221.171	313.585	0.00%	92.4143	min
Cumulative merge throttle time of primary shards		69.0784	20.9314	-0.00%	-48.1471	min
Min cumulative merge throttle time across primary shard		0	20.9314	0.00%	20.9313	min
Median cumulative merge throttle time across primary shard		0	20.9314	0.00%	20.9313	min
Max cumulative merge throttle time across primary shard		69.0784	20.9314	-0.00%	-48.1471	min
Cumulative refresh time of primary shards		0.80355	2.56698	0.00%	1.76343	min
Cumulative refresh count of primary shards		304	242	-20.39% 🟢	-62
Min cumulative refresh time across primary shard		0	2.56698	0.00%	2.56698	min
Median cumulative refresh time across primary shard		0	2.56698	0.00%	2.56698	min
Max cumulative refresh time across primary shard		0.80355	2.56698	0.00%	1.76343	min
Cumulative flush time of primary shards		12.0458	15.9669	0.00%	3.92112	min
Cumulative flush count of primary shards		241	226	-6.22% 🟢	-15
Min cumulative flush time across primary shard		0	15.9669	0.00%	15.9669	min
Median cumulative flush time across primary shard		0	15.9669	0.00%	15.9669	min
Max cumulative flush time across primary shard		12.0458	15.9669	0.00%	3.92112	min
Total Young Gen GC time		6.804	4.52	-0.03%	-2.284	s
Total Young Gen GC count		754	666	-11.67% 🟢	-88
Total Old Gen GC time		0	0	0.00%	0	s
Total Old Gen GC count		0	0	0.00%	0
Store size		35.0572	36.133	0.00%	1.07572	GB
Translog size		3.07336e-07	5.12227e-08	-0.00%	-0	GB
Heap used for segments		0	0	0.00%	0	MB
Heap used for doc values		0	0	0.00%	0	MB
Heap used for terms		0	0	0.00%	0	MB
Heap used for norms		0	0	0.00%	0	MB
Heap used for points		0	0	0.00%	0	MB
Heap used for stored fields		0	0	0.00%	0	MB
Segment count		20	10	-50.00% 🟢	-10
Min Throughput	index-append	12753.4	12549.2	-1.60%	-204.245	docs/s
Mean Throughput	index-append	13104.6	12832.8	-2.07%	-271.763	docs/s
Median Throughput	index-append	13088.5	12787.4	-2.30%	-301.146	docs/s
Max Throughput	index-append	13450.1	13447.5	-0.02%	-2.59416	docs/s
50th percentile latency	index-append	34.1485	33.2573	-2.61%	-0.89116	ms
90th percentile latency	index-append	36.4139	36.3342	-0.22%	-0.07966	ms
99th percentile latency	index-append	51.3017	65.8608	+28.38% 🔴	14.5591	ms
99.9th percentile latency	index-append	100.804	133.047	+31.99% 🔴	32.2429	ms
99.99th percentile latency	index-append	157.729	287.255	+82.12% 🔴	129.525	ms
100th percentile latency	index-append	542.9	418.059	-23.00% 🟢	-124.841	ms
50th percentile service time	index-append	34.1485	33.2573	-2.61%	-0.89116	ms
90th percentile service time	index-append	36.4139	36.3342	-0.22%	-0.07966	ms
99th percentile service time	index-append	51.3017	65.8608	+28.38% 🔴	14.5591	ms
99.9th percentile service time	index-append	100.804	133.047	+31.99% 🔴	32.2429	ms
99.99th percentile service time	index-append	157.729	287.255	+82.12% 🔴	129.525	ms
100th percentile service time	index-append	542.9	418.059	-23.00% 🟢	-124.841	ms
error rate	index-append	0	0	0.00%	0	%
100th percentile latency	force-merge	60365.1	60347	-0.03%	-18.0548	ms
100th percentile service time	force-merge	60365.1	60347	-0.03%	-18.0548	ms
error rate	force-merge	100	100	0.00%	0	%
Min Throughput	wait-until-merges-finish	0.00104837	0.000513102	-51.06% 🟢	-0.00054	ops/s
Mean Throughput	wait-until-merges-finish	0.00104837	0.000513102	-51.06% 🟢	-0.00054	ops/s
Median Throughput	wait-until-merges-finish	0.00104837	0.000513102	-51.06% 🟢	-0.00054	ops/s
Max Throughput	wait-until-merges-finish	0.00104837	0.000513102	-51.06% 🟢	-0.00054	ops/s
100th percentile latency	wait-until-merges-finish	953864	1.94893e+06	+104.32% 🔴	995068	ms
100th percentile service time	wait-until-merges-finish	953864	1.94893e+06	+104.32% 🔴	995068	ms
error rate	wait-until-merges-finish	0	0	0.00%	0	%
Min Throughput	default	2.00478	2.00656	0.09%	0.00178	ops/s
Mean Throughput	default	2.00581	2.00796	0.11%	0.00216	ops/s
Median Throughput	default	2.00573	2.00785	0.11%	0.00213	ops/s
Max Throughput	default	2.00713	2.00979	0.13%	0.00266	ops/s
50th percentile latency	default	5.3417	3.45713	-35.28% 🟢	-1.88457	ms
90th percentile latency	default	5.86992	3.85096	-34.39% 🟢	-2.01895	ms
99th percentile latency	default	6.67433	3.96735	-40.56% 🟢	-2.70697	ms
100th percentile latency	default	7.26032	3.9725	-45.28% 🟢	-3.28782	ms
50th percentile service time	default	3.93167	2.10313	-46.51% 🟢	-1.82854	ms
90th percentile service time	default	4.29967	2.16564	-49.63% 🟢	-2.13403	ms
99th percentile service time	default	5.48599	2.2113	-59.69% 🟢	-3.27469	ms
100th percentile service time	default	5.69546	2.21288	-61.15% 🟢	-3.48258	ms
error rate	default	0	0	0.00%	0	%
Min Throughput	desc_sort_timestamp	2.00557	2.00621	0.03%	0.00063	ops/s
Mean Throughput	desc_sort_timestamp	2.00676	2.00753	0.04%	0.00077	ops/s
Median Throughput	desc_sort_timestamp	2.00666	2.00743	0.04%	0.00077	ops/s
Max Throughput	desc_sort_timestamp	2.00831	2.00925	0.05%	0.00094	ops/s
50th percentile latency	desc_sort_timestamp	6.76798	4.77106	-29.51% 🟢	-1.99692	ms
90th percentile latency	desc_sort_timestamp	7.39882	5.19001	-29.85% 🟢	-2.20882	ms
99th percentile latency	desc_sort_timestamp	8.95713	5.33117	-40.48% 🟢	-3.62596	ms
100th percentile latency	desc_sort_timestamp	15.8972	5.33555	-66.44% 🟢	-10.5616	ms
50th percentile service time	desc_sort_timestamp	5.39358	3.47862	-35.50% 🟢	-1.91496	ms
90th percentile service time	desc_sort_timestamp	5.81567	3.57478	-38.53% 🟢	-2.24089	ms
99th percentile service time	desc_sort_timestamp	7.59079	3.6736	-51.60% 🟢	-3.91718	ms
100th percentile service time	desc_sort_timestamp	14.4219	3.6896	-74.42% 🟢	-10.7323	ms
error rate	desc_sort_timestamp	0	0	0.00%	0	%
Min Throughput	asc_sort_timestamp	2.00618	2.00635	0.01%	0.00018	ops/s
Mean Throughput	asc_sort_timestamp	2.00749	2.00771	0.01%	0.00022	ops/s
Median Throughput	asc_sort_timestamp	2.00739	2.00761	0.01%	0.00022	ops/s
Max Throughput	asc_sort_timestamp	2.0092	2.00946	0.01%	0.00026	ops/s
50th percentile latency	asc_sort_timestamp	6.44332	4.75185	-26.25% 🟢	-1.69147	ms
90th percentile latency	asc_sort_timestamp	6.89488	5.15168	-25.28% 🟢	-1.7432	ms
99th percentile latency	asc_sort_timestamp	7.24121	5.32934	-26.40% 🟢	-1.91187	ms
100th percentile latency	asc_sort_timestamp	10.5306	10.8006	2.56%	0.26996	ms
50th percentile service time	asc_sort_timestamp	5.06227	3.38259	-33.18% 🟢	-1.67968	ms
90th percentile service time	asc_sort_timestamp	5.27189	3.43301	-34.88% 🟢	-1.83887	ms
99th percentile service time	asc_sort_timestamp	5.47491	3.58475	-34.52% 🟢	-1.89017	ms
100th percentile service time	asc_sort_timestamp	9.2943	9.51078	2.33%	0.21648	ms
error rate	asc_sort_timestamp	0	0	0.00%	0	%
Min Throughput	desc_sort_with_after_timestamp	2.0025	2.00618	0.18%	0.00368	ops/s
Mean Throughput	desc_sort_with_after_timestamp	2.00303	2.00749	0.22%	0.00446	ops/s
Median Throughput	desc_sort_with_after_timestamp	2.00299	2.00739	0.22%	0.0044	ops/s
Max Throughput	desc_sort_with_after_timestamp	2.00373	2.0092	0.27%	0.00547	ops/s
50th percentile latency	desc_sort_with_after_timestamp	258.325	6.18751	-97.60% 🟢	-252.137	ms
90th percentile latency	desc_sort_with_after_timestamp	259.752	6.62154	-97.45% 🟢	-253.13	ms
99th percentile latency	desc_sort_with_after_timestamp	261.101	6.71979	-97.43% 🟢	-254.382	ms
100th percentile latency	desc_sort_with_after_timestamp	261.918	6.74018	-97.43% 🟢	-255.178	ms
50th percentile service time	desc_sort_with_after_timestamp	257.285	4.90113	-98.10% 🟢	-252.384	ms
90th percentile service time	desc_sort_with_after_timestamp	258.578	4.96086	-98.08% 🟢	-253.617	ms
99th percentile service time	desc_sort_with_after_timestamp	260.177	5.01974	-98.07% 🟢	-255.157	ms
100th percentile service time	desc_sort_with_after_timestamp	261.234	5.02303	-98.08% 🟢	-256.211	ms
error rate	desc_sort_with_after_timestamp	0	0	0.00%	0	%
Min Throughput	asc_sort_with_after_timestamp	2.00302	2.00594	0.15%	0.00292	ops/s
Mean Throughput	asc_sort_with_after_timestamp	2.00366	2.0072	0.18%	0.00354	ops/s
Median Throughput	asc_sort_with_after_timestamp	2.00362	2.00711	0.17%	0.00349	ops/s
Max Throughput	asc_sort_with_after_timestamp	2.0045	2.00882	0.22%	0.00432	ops/s
50th percentile latency	asc_sort_with_after_timestamp	249.892	28.6424	-88.54% 🟢	-221.249	ms
90th percentile latency	asc_sort_with_after_timestamp	251.936	29.4481	-88.31% 🟢	-222.488	ms
99th percentile latency	asc_sort_with_after_timestamp	254.453	29.6379	-88.35% 🟢	-224.816	ms
100th percentile latency	asc_sort_with_after_timestamp	255.288	29.6387	-88.39% 🟢	-225.65	ms
50th percentile service time	asc_sort_with_after_timestamp	248.599	26.7203	-89.25% 🟢	-221.878	ms
90th percentile service time	asc_sort_with_after_timestamp	250.885	26.9067	-89.28% 🟢	-223.978	ms
99th percentile service time	asc_sort_with_after_timestamp	252.982	27.1786	-89.26% 🟢	-225.804	ms
100th percentile service time	asc_sort_with_after_timestamp	253.939	27.4678	-89.18% 🟢	-226.471	ms
error rate	asc_sort_with_after_timestamp	0	0	0.00%	0	%
Min Throughput	desc_sort_timestamp_can_match_shortcut	2.00489	2.00539	0.02%	0.0005	ops/s
Mean Throughput	desc_sort_timestamp_can_match_shortcut	2.00593	2.00654	0.03%	0.00061	ops/s
Median Throughput	desc_sort_timestamp_can_match_shortcut	2.00585	2.00645	0.03%	0.0006	ops/s
Max Throughput	desc_sort_timestamp_can_match_shortcut	2.00728	2.00803	0.04%	0.00076	ops/s
50th percentile latency	desc_sort_timestamp_can_match_shortcut	6.88262	8.28181	+20.33% 🔴	1.39919	ms
90th percentile latency	desc_sort_timestamp_can_match_shortcut	7.36612	8.61247	+16.92% 🔴	1.24635	ms
99th percentile latency	desc_sort_timestamp_can_match_shortcut	9.92767	11.5688	+16.53% 🔴	1.64112	ms
100th percentile latency	desc_sort_timestamp_can_match_shortcut	13.2985	11.7045	-11.99% 🟢	-1.594	ms
50th percentile service time	desc_sort_timestamp_can_match_shortcut	5.45791	6.85257	+25.55% 🔴	1.39466	ms
90th percentile service time	desc_sort_timestamp_can_match_shortcut	5.72149	6.93798	+21.26% 🔴	1.21649	ms
99th percentile service time	desc_sort_timestamp_can_match_shortcut	8.62825	10.0129	+16.05% 🔴	1.38464	ms
100th percentile service time	desc_sort_timestamp_can_match_shortcut	12.7284	10.1812	-20.01% 🟢	-2.54716	ms
error rate	desc_sort_timestamp_can_match_shortcut	0	0	0.00%	0	%
Min Throughput	desc_sort_timestamp_no_can_match_shortcut	2.00656	2.00653	-0.00%	-3e-05	ops/s
Mean Throughput	desc_sort_timestamp_no_can_match_shortcut	2.00795	2.00792	-0.00%	-3e-05	ops/s
Median Throughput	desc_sort_timestamp_no_can_match_shortcut	2.00785	2.00781	-0.00%	-3e-05	ops/s
Max Throughput	desc_sort_timestamp_no_can_match_shortcut	2.00977	2.00972	-0.00%	-5e-05	ops/s
50th percentile latency	desc_sort_timestamp_no_can_match_shortcut	6.8246	8.2236	+20.50% 🔴	1.399	ms
90th percentile latency	desc_sort_timestamp_no_can_match_shortcut	7.31286	8.51457	+16.43% 🔴	1.20171	ms
99th percentile latency	desc_sort_timestamp_no_can_match_shortcut	8.81438	9.28475	+5.34% 🔴	0.47038	ms
100th percentile latency	desc_sort_timestamp_no_can_match_shortcut	13.6488	9.31215	-31.77% 🟢	-4.3367	ms
50th percentile service time	desc_sort_timestamp_no_can_match_shortcut	5.34289	6.76658	+26.65% 🔴	1.4237	ms
90th percentile service time	desc_sort_timestamp_no_can_match_shortcut	5.59293	6.83813	+22.26% 🔴	1.2452	ms
99th percentile service time	desc_sort_timestamp_no_can_match_shortcut	7.21543	7.53828	4.47%	0.32285	ms
100th percentile service time	desc_sort_timestamp_no_can_match_shortcut	11.8012	7.64744	-35.20% 🟢	-4.15377	ms
error rate	desc_sort_timestamp_no_can_match_shortcut	0	0	0.00%	0	%
Min Throughput	asc_sort_timestamp_can_match_shortcut	2.00623	2.00619	-0.00%	-4e-05	ops/s
Mean Throughput	asc_sort_timestamp_can_match_shortcut	2.00755	2.00751	-0.00%	-4e-05	ops/s
Median Throughput	asc_sort_timestamp_can_match_shortcut	2.00745	2.00741	-0.00%	-4e-05	ops/s
Max Throughput	asc_sort_timestamp_can_match_shortcut	2.00928	2.00922	-0.00%	-6e-05	ops/s
50th percentile latency	asc_sort_timestamp_can_match_shortcut	8.59372	8.47998	-1.32%	-0.11374	ms
90th percentile latency	asc_sort_timestamp_can_match_shortcut	9.09046	8.83454	-2.82%	-0.25593	ms
99th percentile latency	asc_sort_timestamp_can_match_shortcut	10.0866	9.02608	-10.51% 🟢	-1.06051	ms
100th percentile latency	asc_sort_timestamp_can_match_shortcut	11.6778	9.04933	-22.51% 🟢	-2.62843	ms
50th percentile service time	asc_sort_timestamp_can_match_shortcut	7.24059	7.11387	-1.75%	-0.12671	ms
90th percentile service time	asc_sort_timestamp_can_match_shortcut	7.54882	7.19529	-4.68%	-0.35354	ms
99th percentile service time	asc_sort_timestamp_can_match_shortcut	8.39634	7.28606	-13.22% 🟢	-1.11028	ms
100th percentile service time	asc_sort_timestamp_can_match_shortcut	10.3202	7.42144	-28.09% 🟢	-2.89877	ms
error rate	asc_sort_timestamp_can_match_shortcut	0	0	0.00%	0	%
Min Throughput	asc_sort_timestamp_no_can_match_shortcut	2.00657	2.00653	-0.00%	-4e-05	ops/s
Mean Throughput	asc_sort_timestamp_no_can_match_shortcut	2.00797	2.00793	-0.00%	-4e-05	ops/s
Median Throughput	asc_sort_timestamp_no_can_match_shortcut	2.00787	2.00781	-0.00%	-5e-05	ops/s
Max Throughput	asc_sort_timestamp_no_can_match_shortcut	2.00978	2.00974	-0.00%	-5e-05	ops/s
50th percentile latency	asc_sort_timestamp_no_can_match_shortcut	8.56364	8.45976	-1.21%	-0.10389	ms
90th percentile latency	asc_sort_timestamp_no_can_match_shortcut	8.95828	8.89547	-0.70%	-0.06281	ms
99th percentile latency	asc_sort_timestamp_no_can_match_shortcut	10.273	14.7492	+43.57% 🔴	4.47618	ms
100th percentile latency	asc_sort_timestamp_no_can_match_shortcut	100.871	16.4346	-83.71% 🟢	-84.4364	ms
50th percentile service time	asc_sort_timestamp_no_can_match_shortcut	7.17444	7.11326	-0.85%	-0.06118	ms
90th percentile service time	asc_sort_timestamp_no_can_match_shortcut	7.42492	7.22215	-2.73%	-0.20277	ms
99th percentile service time	asc_sort_timestamp_no_can_match_shortcut	8.7001	13.2099	+51.84% 🔴	4.50976	ms
100th percentile service time	asc_sort_timestamp_no_can_match_shortcut	99.688	14.5776	-85.38% 🟢	-85.1104	ms
error rate	asc_sort_timestamp_no_can_match_shortcut	0	0	0.00%	0	%
Min Throughput	term	2.00633	2.00637	0.00%	3e-05	ops/s
Mean Throughput	term	2.00769	2.00772	0.00%	3e-05	ops/s
Median Throughput	term	2.00758	2.00762	0.00%	4e-05	ops/s
Max Throughput	term	2.00943	2.00948	0.00%	4e-05	ops/s
50th percentile latency	term	5.23782	3.66216	-30.08% 🟢	-1.57566	ms
90th percentile latency	term	5.65362	4.05478	-28.28% 🟢	-1.59884	ms
99th percentile latency	term	8.18076	8.2483	0.83%	0.06754	ms
100th percentile latency	term	8.96728	8.44965	-5.77% 🟢	-0.51763	ms
50th percentile service time	term	3.79768	2.31666	-39.00% 🟢	-1.48102	ms
90th percentile service time	term	4.00295	2.35569	-41.15% 🟢	-1.64726	ms
99th percentile service time	term	6.69448	6.3746	-4.78%	-0.31988	ms
100th percentile service time	term	7.41565	7.1482	-3.61%	-0.26745	ms
error rate	term	0	0	0.00%	0	%
Min Throughput	multi_terms-keyword	1.00559	1.98867	+97.76% 🔴	0.98308	ops/s
Mean Throughput	multi_terms-keyword	1.00661	1.99076	+97.77% 🔴	0.98414	ops/s
Median Throughput	multi_terms-keyword	1.00661	1.99089	+97.78% 🔴	0.98427	ops/s
Max Throughput	multi_terms-keyword	1.00794	1.99236	+97.67% 🔴	0.98442	ops/s
50th percentile latency	multi_terms-keyword	123758	3.80137	-100.00% 🟢	-123754	ms
90th percentile latency	multi_terms-keyword	143002	4.23949	-100.00% 🟢	-142998	ms
99th percentile latency	multi_terms-keyword	147321	4.52724	-100.00% 🟢	-147316	ms
100th percentile latency	multi_terms-keyword	147798	4.74893	-100.00% 🟢	-147793	ms
50th percentile service time	multi_terms-keyword	985.308	2.46165	-99.75% 🟢	-982.846	ms
90th percentile service time	multi_terms-keyword	996.219	2.5963	-99.74% 🟢	-993.623	ms
99th percentile service time	multi_terms-keyword	1007.49	2.78185	-99.72% 🟢	-1004.7	ms
100th percentile service time	multi_terms-keyword	1010.31	3.10479	-99.69% 🟢	-1007.21	ms
error rate	multi_terms-keyword	0	0	0.00%	0	%
Min Throughput	keyword-terms	2.00451	2.00437	-0.01%	-0.00014	ops/s
Mean Throughput	keyword-terms	2.00547	2.0053	-0.01%	-0.00017	ops/s
Median Throughput	keyword-terms	2.0054	2.00523	-0.01%	-0.00017	ops/s
Max Throughput	keyword-terms	2.00671	2.00652	-0.01%	-0.0002	ops/s
50th percentile latency	keyword-terms	31.9295	4.25977	-86.66% 🟢	-27.6698	ms
90th percentile latency	keyword-terms	32.79	4.73748	-85.55% 🟢	-28.0526	ms
99th percentile latency	keyword-terms	33.2564	9.56694	-71.23% 🟢	-23.6895	ms
100th percentile latency	keyword-terms	34.0188	14.4449	-57.54% 🟢	-19.5739	ms
50th percentile service time	keyword-terms	30.6838	2.98227	-90.28% 🟢	-27.7015	ms
90th percentile service time	keyword-terms	31.2214	3.10974	-90.04% 🟢	-28.1117	ms
99th percentile service time	keyword-terms	32.198	8.34018	-74.10% 🟢	-23.8578	ms
100th percentile service time	keyword-terms	32.3276	13.0834	-59.53% 🟢	-19.2442	ms
error rate	keyword-terms	0	0	0.00%	0	%
Min Throughput	keyword-terms-low-cardinality	2.00626	2.00616	-0.00%	-0.0001	ops/s
Mean Throughput	keyword-terms-low-cardinality	2.00759	2.00748	-0.01%	-0.00011	ops/s
Median Throughput	keyword-terms-low-cardinality	2.0075	2.00738	-0.01%	-0.00012	ops/s
Max Throughput	keyword-terms-low-cardinality	2.00933	2.0092	-0.01%	-0.00013	ops/s
50th percentile latency	keyword-terms-low-cardinality	29.1729	3.35002	-88.52% 🟢	-25.8229	ms
90th percentile latency	keyword-terms-low-cardinality	30.369	3.7252	-87.73% 🟢	-26.6438	ms
99th percentile latency	keyword-terms-low-cardinality	31.0594	6.89952	-77.79% 🟢	-24.1599	ms
100th percentile latency	keyword-terms-low-cardinality	31.1181	7.1119	-77.15% 🟢	-24.0062	ms
50th percentile service time	keyword-terms-low-cardinality	27.5976	2.00653	-92.73% 🟢	-25.591	ms
90th percentile service time	keyword-terms-low-cardinality	28.2553	2.0795	-92.64% 🟢	-26.1758	ms
99th percentile service time	keyword-terms-low-cardinality	28.7696	5.85898	-79.63% 🟢	-22.9107	ms
100th percentile service time	keyword-terms-low-cardinality	28.8252	6.04571	-79.03% 🟢	-22.7795	ms
error rate	keyword-terms-low-cardinality	0	0	0.00%	0	%
Min Throughput	composite-terms	2.00235	2.00216	-0.01%	-0.00018	ops/s
Mean Throughput	composite-terms	2.00285	2.00263	-0.01%	-0.00022	ops/s
Median Throughput	composite-terms	2.00281	2.00259	-0.01%	-0.00022	ops/s
Max Throughput	composite-terms	2.00351	2.00322	-0.01%	-0.00028	ops/s
50th percentile latency	composite-terms	202.869	3.56931	-98.24% 🟢	-199.3	ms
90th percentile latency	composite-terms	204.608	3.99626	-98.05% 🟢	-200.612	ms
99th percentile latency	composite-terms	206.771	4.36963	-97.89% 🟢	-202.402	ms
100th percentile latency	composite-terms	211.727	4.60749	-97.82% 🟢	-207.12	ms
50th percentile service time	composite-terms	201.7	2.15837	-98.93% 🟢	-199.542	ms
90th percentile service time	composite-terms	203.154	2.22242	-98.91% 🟢	-200.931	ms
99th percentile service time	composite-terms	205.45	2.33445	-98.86% 🟢	-203.115	ms
100th percentile service time	composite-terms	210.027	2.34639	-98.88% 🟢	-207.68	ms
error rate	composite-terms	0	0	0.00%	0	%
Min Throughput	composite_terms-keyword	2.00167	2.00135	-0.02%	-0.00032	ops/s
Mean Throughput	composite_terms-keyword	2.00202	2.00163	-0.02%	-0.00039	ops/s
Median Throughput	composite_terms-keyword	2.00199	2.00161	-0.02%	-0.00039	ops/s
Max Throughput	composite_terms-keyword	2.00249	2.00201	-0.02%	-0.00048	ops/s
50th percentile latency	composite_terms-keyword	361.126	3.36301	-99.07% 🟢	-357.763	ms
90th percentile latency	composite_terms-keyword	372.137	3.86005	-98.96% 🟢	-368.277	ms
99th percentile latency	composite_terms-keyword	375.261	4.42534	-98.82% 🟢	-370.835	ms
100th percentile latency	composite_terms-keyword	375.262	4.53086	-98.79% 🟢	-370.731	ms
50th percentile service time	composite_terms-keyword	360.096	2.10299	-99.42% 🟢	-357.993	ms
90th percentile service time	composite_terms-keyword	370.888	2.16946	-99.42% 🟢	-368.718	ms
99th percentile service time	composite_terms-keyword	374.243	2.24587	-99.40% 🟢	-371.997	ms
100th percentile service time	composite_terms-keyword	374.463	2.65526	-99.29% 🟢	-371.808	ms
error rate	composite_terms-keyword	0	0	0.00%	0	%
Min Throughput	composite-date_histogram-daily	2.00652	2.00637	-0.01%	-0.00015	ops/s
Mean Throughput	composite-date_histogram-daily	2.00792	2.00773	-0.01%	-0.00019	ops/s
Median Throughput	composite-date_histogram-daily	2.00781	2.00763	-0.01%	-0.00018	ops/s
Max Throughput	composite-date_histogram-daily	2.00973	2.0095	-0.01%	-0.00023	ops/s
50th percentile latency	composite-date_histogram-daily	4.81163	3.40262	-29.28% 🟢	-1.40901	ms
90th percentile latency	composite-date_histogram-daily	5.14769	3.8474	-25.26% 🟢	-1.30029	ms
99th percentile latency	composite-date_histogram-daily	5.59969	6.3227	+12.91% 🔴	0.72301	ms
100th percentile latency	composite-date_histogram-daily	6.00874	11.2507	+87.24% 🔴	5.24197	ms
50th percentile service time	composite-date_histogram-daily	3.42073	2.06777	-39.55% 🟢	-1.35297	ms
90th percentile service time	composite-date_histogram-daily	3.63122	2.16304	-40.43% 🟢	-1.46818	ms
99th percentile service time	composite-date_histogram-daily	4.42198	4.93918	+11.70% 🔴	0.51721	ms
100th percentile service time	composite-date_histogram-daily	4.42419	9.95575	+125.03% 🔴	5.53156	ms
error rate	composite-date_histogram-daily	0	0	0.00%	0	%
Min Throughput	range	2.00654	2.00659	0.00%	5e-05	ops/s
Mean Throughput	range	2.00794	2.00799	0.00%	5e-05	ops/s
Median Throughput	range	2.00783	2.00788	0.00%	5e-05	ops/s
Max Throughput	range	2.00974	2.0098	0.00%	7e-05	ops/s
50th percentile latency	range	5.1735	3.87604	-25.08% 🟢	-1.29746	ms
90th percentile latency	range	5.52609	4.24244	-23.23% 🟢	-1.28365	ms
99th percentile latency	range	7.9902	4.35516	-45.49% 🟢	-3.63504	ms
100th percentile latency	range	8.29616	4.38532	-47.14% 🟢	-3.91084	ms
50th percentile service time	range	3.72878	2.52552	-32.27% 🟢	-1.20326	ms
90th percentile service time	range	3.84819	2.57457	-33.10% 🟢	-1.27362	ms
99th percentile service time	range	6.69961	2.61875	-60.91% 🟢	-4.08086	ms
100th percentile service time	range	6.85038	2.6502	-61.31% 🟢	-4.20018	ms
error rate	range	0	0	0.00%	0	%
Min Throughput	range-numeric	2.00656	2.00664	0.00%	7e-05	ops/s
Mean Throughput	range-numeric	2.00796	2.00805	0.00%	9e-05	ops/s
Median Throughput	range-numeric	2.00784	2.00794	0.00%	9e-05	ops/s
Max Throughput	range-numeric	2.00978	2.00988	0.00%	0.0001	ops/s
50th percentile latency	range-numeric	3.28749	2.97914	-9.38% 🟢	-0.30834	ms
90th percentile latency	range-numeric	3.78988	3.38207	-10.76% 🟢	-0.40782	ms
99th percentile latency	range-numeric	3.8964	3.57643	-8.21% 🟢	-0.31997	ms
100th percentile latency	range-numeric	3.93439	3.57787	-9.06% 🟢	-0.35652	ms
50th percentile service time	range-numeric	1.96825	1.63343	-17.01% 🟢	-0.33482	ms
90th percentile service time	range-numeric	2.11854	1.68957	-20.25% 🟢	-0.42897	ms
99th percentile service time	range-numeric	2.25236	1.78584	-20.71% 🟢	-0.46652	ms
100th percentile service time	range-numeric	2.30104	2.49842	+8.58% 🔴	0.19738	ms
error rate	range-numeric	0	0	0.00%	0	%
Min Throughput	keyword-in-range	2.00593	2.00615	0.01%	0.00022	ops/s
Mean Throughput	keyword-in-range	2.0072	2.00746	0.01%	0.00026	ops/s
Median Throughput	keyword-in-range	2.0071	2.00736	0.01%	0.00026	ops/s
Max Throughput	keyword-in-range	2.00884	2.00917	0.02%	0.00033	ops/s
50th percentile latency	keyword-in-range	7.94257	4.32755	-45.51% 🟢	-3.61502	ms
90th percentile latency	keyword-in-range	8.58525	4.7343	-44.86% 🟢	-3.85094	ms
99th percentile latency	keyword-in-range	9.59895	5.00447	-47.86% 🟢	-4.59447	ms
100th percentile latency	keyword-in-range	13.3494	5.36394	-59.82% 🟢	-7.98549	ms
50th percentile service time	keyword-in-range	6.59226	3.00178	-54.47% 🟢	-3.59048	ms
90th percentile service time	keyword-in-range	6.9973	3.13904	-55.14% 🟢	-3.85826	ms
99th percentile service time	keyword-in-range	8.6138	3.46544	-59.77% 🟢	-5.14836	ms
100th percentile service time	keyword-in-range	12.304	3.72112	-69.76% 🟢	-8.58284	ms
error rate	keyword-in-range	0	0	0.00%	0	%
Min Throughput	date_histogram_hourly_agg	2.00391	2.00252	-0.07%	-0.00138	ops/s
Mean Throughput	date_histogram_hourly_agg	2.00474	2.00306	-0.08%	-0.00168	ops/s
Median Throughput	date_histogram_hourly_agg	2.00467	2.00302	-0.08%	-0.00165	ops/s
Max Throughput	date_histogram_hourly_agg	2.00583	2.00375	-0.10%	-0.00207	ops/s
50th percentile latency	date_histogram_hourly_agg	8.21579	3.77465	-54.06% 🟢	-4.44114	ms
90th percentile latency	date_histogram_hourly_agg	8.60125	4.18208	-51.38% 🟢	-4.41917	ms
99th percentile latency	date_histogram_hourly_agg	8.7787	4.37899	-50.12% 🟢	-4.39971	ms
100th percentile latency	date_histogram_hourly_agg	8.97821	4.38106	-51.20% 🟢	-4.59715	ms
50th percentile service time	date_histogram_hourly_agg	6.80932	2.43609	-64.22% 🟢	-4.37323	ms
90th percentile service time	date_histogram_hourly_agg	7.015	2.57275	-63.32% 🟢	-4.44225	ms
99th percentile service time	date_histogram_hourly_agg	7.23477	2.63131	-63.63% 🟢	-4.60346	ms
100th percentile service time	date_histogram_hourly_agg	7.70481	2.70405	-64.90% 🟢	-5.00077	ms
error rate	date_histogram_hourly_agg	0	0	0.00%	0	%
Min Throughput	date_histogram_minute_agg	1.99918	2.00183	0.13%	0.00265	ops/s
Mean Throughput	date_histogram_minute_agg	1.99933	2.00222	0.14%	0.00289	ops/s
Median Throughput	date_histogram_minute_agg	1.99934	2.00219	0.14%	0.00285	ops/s
Max Throughput	date_histogram_minute_agg	1.99945	2.00272	0.16%	0.00328	ops/s
50th percentile latency	date_histogram_minute_agg	39.5657	8.41394	-78.73% 🟢	-31.1518	ms
90th percentile latency	date_histogram_minute_agg	40.009	8.86537	-77.84% 🟢	-31.1436	ms
99th percentile latency	date_histogram_minute_agg	40.5686	9.00559	-77.80% 🟢	-31.563	ms
100th percentile latency	date_histogram_minute_agg	48.5077	9.71023	-79.98% 🟢	-38.7975	ms
50th percentile service time	date_histogram_minute_agg	38.1609	7.0812	-81.44% 🟢	-31.0797	ms
90th percentile service time	date_histogram_minute_agg	38.4808	7.16408	-81.38% 🟢	-31.3167	ms
99th percentile service time	date_histogram_minute_agg	39.0296	7.26743	-81.38% 🟢	-31.7622	ms
100th percentile service time	date_histogram_minute_agg	47.1887	8.42609	-82.14% 🟢	-38.7626	ms
error rate	date_histogram_minute_agg	0	0	0.00%	0	%
Min Throughput	scroll	49.8105	50.0321	0.44%	0.22161	pages/s
Mean Throughput	scroll	49.8456	50.0389	0.39%	0.19325	pages/s
Median Throughput	scroll	49.8478	50.0382	0.38%	0.19045	pages/s
Max Throughput	scroll	49.8725	50.0478	0.35%	0.1753	pages/s
50th percentile latency	scroll	423.027	366.938	-13.26% 🟢	-56.0894	ms
90th percentile latency	scroll	426.501	373.543	-12.42% 🟢	-52.9577	ms
99th percentile latency	scroll	435.026	386.924	-11.06% 🟢	-48.1021	ms
100th percentile latency	scroll	456.94	390.813	-14.47% 🟢	-66.1272	ms
50th percentile service time	scroll	421.356	365.562	-13.24% 🟢	-55.7937	ms
90th percentile service time	scroll	425.346	372.236	-12.49% 🟢	-53.1104	ms
99th percentile service time	scroll	432.362	385.555	-10.83% 🟢	-46.8066	ms
100th percentile service time	scroll	454.381	389.515	-14.28% 🟢	-64.8662	ms
error rate	scroll	0	0	0.00%	0	%
Min Throughput	query-string-on-message	2.00574	1.99279	-0.65%	-0.01295	ops/s
Mean Throughput	query-string-on-message	2.00696	1.99413	-0.64%	-0.01283	ops/s
Median Throughput	query-string-on-message	2.00687	1.99421	-0.63%	-0.01266	ops/s
Max Throughput	query-string-on-message	2.00855	1.99516	-0.67%	-0.01339	ops/s
50th percentile latency	query-string-on-message	5.70897	408.552	+7056.33% 🔴	402.844	ms
90th percentile latency	query-string-on-message	6.15076	409.796	+6562.53% 🔴	403.645	ms
99th percentile latency	query-string-on-message	6.76293	414.509	+6029.13% 🔴	407.746	ms
100th percentile latency	query-string-on-message	9.54073	417.209	+4272.93% 🔴	407.669	ms
50th percentile service time	query-string-on-message	4.33976	407.583	+9291.81% 🔴	403.243	ms
90th percentile service time	query-string-on-message	4.5369	408.773	+8909.97% 🔴	404.236	ms
99th percentile service time	query-string-on-message	5.68407	413.62	+7176.82% 🔴	407.935	ms
100th percentile service time	query-string-on-message	8.07958	416.22	+5051.50% 🔴	408.14	ms
error rate	query-string-on-message	0	0	0.00%	0	%
Min Throughput	query-string-on-message-filtered	2.00589	2.00498	-0.05%	-0.00091	ops/s
Mean Throughput	query-string-on-message-filtered	2.00714	2.00603	-0.06%	-0.00111	ops/s
Median Throughput	query-string-on-message-filtered	2.00705	2.00595	-0.05%	-0.0011	ops/s
Max Throughput	query-string-on-message-filtered	2.00877	2.00742	-0.07%	-0.00135	ops/s
50th percentile latency	query-string-on-message-filtered	11.4828	30.0639	+161.82% 🔴	18.5811	ms
90th percentile latency	query-string-on-message-filtered	11.9029	30.4994	+156.24% 🔴	18.5965	ms
99th percentile latency	query-string-on-message-filtered	12.7335	31.7497	+149.34% 🔴	19.0162	ms
100th percentile latency	query-string-on-message-filtered	13.4376	32.0123	+138.23% 🔴	18.5747	ms
50th percentile service time	query-string-on-message-filtered	9.98981	28.6353	+186.65% 🔴	18.6455	ms
90th percentile service time	query-string-on-message-filtered	10.244	28.9001	+182.12% 🔴	18.656	ms
99th percentile service time	query-string-on-message-filtered	11.1749	30.4775	+172.73% 🔴	19.3025	ms
100th percentile service time	query-string-on-message-filtered	11.8977	30.6731	+157.81% 🔴	18.7754	ms
error rate	query-string-on-message-filtered	0	0	0.00%	0	%
Min Throughput	query-string-on-message-filtered-sorted-num	2.00564	2.00573	0.00%	9e-05	ops/s
Mean Throughput	query-string-on-message-filtered-sorted-num	2.00684	2.00694	0.00%	0.0001	ops/s
Median Throughput	query-string-on-message-filtered-sorted-num	2.00675	2.00685	0.00%	0.0001	ops/s
Max Throughput	query-string-on-message-filtered-sorted-num	2.00841	2.00853	0.01%	0.00013	ops/s
50th percentile latency	query-string-on-message-filtered-sorted-num	15.4358	12.0235	-22.11% 🟢	-3.41225	ms
90th percentile latency	query-string-on-message-filtered-sorted-num	15.8302	12.4854	-21.13% 🟢	-3.34486	ms
99th percentile latency	query-string-on-message-filtered-sorted-num	17.0493	13.103	-23.15% 🟢	-3.94632	ms
100th percentile latency	query-string-on-message-filtered-sorted-num	21.1324	14.2437	-32.60% 🟢	-6.88872	ms
50th percentile service time	query-string-on-message-filtered-sorted-num	13.9558	10.6979	-23.34% 🟢	-3.25798	ms
90th percentile service time	query-string-on-message-filtered-sorted-num	14.2922	10.8695	-23.95% 🟢	-3.42272	ms
99th percentile service time	query-string-on-message-filtered-sorted-num	15.3752	11.375	-26.02% 🟢	-4.00024	ms
100th percentile service time	query-string-on-message-filtered-sorted-num	19.8125	12.409	-37.37% 🟢	-7.4035	ms
error rate	query-string-on-message-filtered-sorted-num	0	0	0.00%	0	%
Min Throughput	sort_keyword_can_match_shortcut	2.0066	2.00659	-0.00%	-1e-05	ops/s
Mean Throughput	sort_keyword_can_match_shortcut	2.00801	2.008	-0.00%	-1e-05	ops/s
Median Throughput	sort_keyword_can_match_shortcut	2.00789	2.00789	-0.00%	-1e-05	ops/s
Max Throughput	sort_keyword_can_match_shortcut	2.00985	2.00983	-0.00%	-2e-05	ops/s
50th percentile latency	sort_keyword_can_match_shortcut	5.05776	3.84092	-24.06% 🟢	-1.21685	ms
90th percentile latency	sort_keyword_can_match_shortcut	5.42435	4.23521	-21.92% 🟢	-1.18914	ms
99th percentile latency	sort_keyword_can_match_shortcut	5.55027	4.36675	-21.32% 🟢	-1.18352	ms
100th percentile latency	sort_keyword_can_match_shortcut	5.58407	4.62052	-17.26% 🟢	-0.96355	ms
50th percentile service time	sort_keyword_can_match_shortcut	3.6816	2.52524	-31.41% 🟢	-1.15637	ms
90th percentile service time	sort_keyword_can_match_shortcut	3.84245	2.57834	-32.90% 🟢	-1.26411	ms
99th percentile service time	sort_keyword_can_match_shortcut	3.99446	2.76844	-30.69% 🟢	-1.22602	ms
100th percentile service time	sort_keyword_can_match_shortcut	4.04682	2.97251	-26.55% 🟢	-1.0743	ms
error rate	sort_keyword_can_match_shortcut	0	0	0.00%	0	%
Min Throughput	sort_keyword_no_can_match_shortcut	2.00658	2.00661	0.00%	3e-05	ops/s
Mean Throughput	sort_keyword_no_can_match_shortcut	2.00798	2.00802	0.00%	4e-05	ops/s
Median Throughput	sort_keyword_no_can_match_shortcut	2.00787	2.00791	0.00%	4e-05	ops/s
Max Throughput	sort_keyword_no_can_match_shortcut	2.0098	2.00985	0.00%	5e-05	ops/s
50th percentile latency	sort_keyword_no_can_match_shortcut	4.92829	3.84141	-22.05% 🟢	-1.08688	ms
90th percentile latency	sort_keyword_no_can_match_shortcut	5.33972	4.22179	-20.94% 🟢	-1.11793	ms
99th percentile latency	sort_keyword_no_can_match_shortcut	5.46326	4.28742	-21.52% 🟢	-1.17584	ms
100th percentile latency	sort_keyword_no_can_match_shortcut	8.30501	4.29181	-48.32% 🟢	-4.01321	ms
50th percentile service time	sort_keyword_no_can_match_shortcut	3.58072	2.46281	-31.22% 🟢	-1.11792	ms
90th percentile service time	sort_keyword_no_can_match_shortcut	3.66224	2.51429	-31.35% 🟢	-1.14794	ms
99th percentile service time	sort_keyword_no_can_match_shortcut	3.91952	2.59261	-33.85% 🟢	-1.32691	ms
100th percentile service time	sort_keyword_no_can_match_shortcut	6.63685	2.61243	-60.64% 🟢	-4.02442	ms
error rate	sort_keyword_no_can_match_shortcut	0	0	0.00%	0	%
Min Throughput	sort_numeric_desc	2.00551	0.531664	-73.49% 🟢	-1.47385	ops/s
Mean Throughput	sort_numeric_desc	2.00669	0.531707	-73.50% 🟢	-1.47498	ops/s
Median Throughput	sort_numeric_desc	2.00659	0.531697	-73.50% 🟢	-1.4749	ops/s
Max Throughput	sort_numeric_desc	2.00821	0.531771	-73.52% 🟢	-1.47644	ops/s
50th percentile latency	sort_numeric_desc	4.49383	346357	+7707274.15% 🔴	346352	ms
90th percentile latency	sort_numeric_desc	4.8642	400963	+8243049.38% 🔴	400958	ms
99th percentile latency	sort_numeric_desc	5.15002	413254	+8024220.21% 🔴	413249	ms
100th percentile latency	sort_numeric_desc	15.091	414615	+2747337.94% 🔴	414600	ms
50th percentile service time	sort_numeric_desc	3.12968	1879.71	+59960.81% 🔴	1876.58	ms
90th percentile service time	sort_numeric_desc	3.24846	1883.67	+57886.75% 🔴	1880.43	ms
99th percentile service time	sort_numeric_desc	3.6267	1886.51	+51917.23% 🔴	1882.88	ms
100th percentile service time	sort_numeric_desc	13.418	1889.91	+13984.86% 🔴	1876.49	ms
error rate	sort_numeric_desc	0	0	0.00%	0	%
Min Throughput	sort_numeric_asc	2.00647	0.546916	-72.74% 🟢	-1.45956	ops/s
Mean Throughput	sort_numeric_asc	2.00785	0.546946	-72.76% 🟢	-1.46091	ops/s
Median Throughput	sort_numeric_asc	2.00775	0.546947	-72.76% 🟢	-1.4608	ops/s
Max Throughput	sort_numeric_asc	2.00965	0.546984	-72.78% 🟢	-1.46267	ops/s
50th percentile latency	sort_numeric_asc	4.09575	333219	+8135637.36% 🔴	333215	ms
90th percentile latency	sort_numeric_asc	4.6071	385847	+8374956.84% 🔴	385842	ms
99th percentile latency	sort_numeric_asc	4.90772	397678	+8103012.28% 🔴	397673	ms
100th percentile latency	sort_numeric_asc	4.92285	398992	+8104804.65% 🔴	398987	ms
50th percentile service time	sort_numeric_asc	3.06006	1827.79	+59630.50% 🔴	1824.73	ms
90th percentile service time	sort_numeric_asc	3.12339	1832.61	+58573.73% 🔴	1829.48	ms
99th percentile service time	sort_numeric_asc	3.1816	1835.93	+57604.46% 🔴	1832.74	ms
100th percentile service time	sort_numeric_asc	3.20177	1846.36	+57566.67% 🔴	1843.15	ms
error rate	sort_numeric_asc	0	0	0.00%	0	%
Min Throughput	sort_numeric_desc_with_match	2.00656	2.00656	0.00%	0	ops/s
Mean Throughput	sort_numeric_desc_with_match	2.00795	2.00796	0.00%	0	ops/s
Median Throughput	sort_numeric_desc_with_match	2.00785	2.00785	0.00%	0	ops/s
Max Throughput	sort_numeric_desc_with_match	2.00977	2.00977	-0.00%	-0	ops/s
50th percentile latency	sort_numeric_desc_with_match	2.94068	2.88417	-1.92%	-0.05651	ms
90th percentile latency	sort_numeric_desc_with_match	3.34413	3.32399	-0.60%	-0.02014	ms
99th percentile latency	sort_numeric_desc_with_match	3.50452	3.45464	-1.42%	-0.04988	ms
100th percentile latency	sort_numeric_desc_with_match	4.47794	7.0753	+58.00% 🔴	2.59736	ms
50th percentile service time	sort_numeric_desc_with_match	1.67679	1.57976	-5.79% 🟢	-0.09703	ms
90th percentile service time	sort_numeric_desc_with_match	1.77895	1.61567	-9.18% 🟢	-0.16327	ms
99th percentile service time	sort_numeric_desc_with_match	1.86142	1.72741	-7.20% 🟢	-0.13401	ms
100th percentile service time	sort_numeric_desc_with_match	1.86267	5.3366	+186.50% 🔴	3.47393	ms
error rate	sort_numeric_desc_with_match	0	0	0.00%	0	%
Min Throughput	sort_numeric_asc_with_match	2.00661	2.00661	0.00%	0	ops/s
Mean Throughput	sort_numeric_asc_with_match	2.00802	2.00802	-0.00%	-1e-05	ops/s
Median Throughput	sort_numeric_asc_with_match	2.00792	2.0079	-0.00%	-2e-05	ops/s
Max Throughput	sort_numeric_asc_with_match	2.00985	2.00984	-0.00%	-1e-05	ops/s
50th percentile latency	sort_numeric_asc_with_match	3.05837	2.94433	-3.73%	-0.11404	ms
90th percentile latency	sort_numeric_asc_with_match	3.40412	3.31973	-2.48%	-0.08439	ms
99th percentile latency	sort_numeric_asc_with_match	3.57023	3.43001	-3.93%	-0.14022	ms
100th percentile latency	sort_numeric_asc_with_match	3.65873	4.76549	+30.25% 🔴	1.10675	ms
50th percentile service time	sort_numeric_asc_with_match	1.70128	1.56686	-7.90% 🟢	-0.13442	ms
90th percentile service time	sort_numeric_asc_with_match	1.80208	1.60053	-11.18% 🟢	-0.20156	ms
99th percentile service time	sort_numeric_asc_with_match	1.92759	1.64965	-14.42% 🟢	-0.27794	ms
100th percentile service time	sort_numeric_asc_with_match	1.94464	3.53574	+81.82% 🔴	1.5911	ms
error rate	sort_numeric_asc_with_match	0	0	0.00%	0	%
Min Throughput	range_field_conjunction_big_range_big_term_query	2.0066	2.00661	0.00%	0	ops/s
Mean Throughput	range_field_conjunction_big_range_big_term_query	2.00801	2.00802	0.00%	2e-05	ops/s
Median Throughput	range_field_conjunction_big_range_big_term_query	2.0079	2.00791	0.00%	2e-05	ops/s
Max Throughput	range_field_conjunction_big_range_big_term_query	2.00983	2.00985	0.00%	2e-05	ops/s
50th percentile latency	range_field_conjunction_big_range_big_term_query	3.05119	2.91545	-4.45%	-0.13573	ms
90th percentile latency	range_field_conjunction_big_range_big_term_query	3.46648	3.32263	-4.15%	-0.14385	ms
99th percentile latency	range_field_conjunction_big_range_big_term_query	3.50868	3.40006	-3.10%	-0.10862	ms
100th percentile latency	range_field_conjunction_big_range_big_term_query	3.62663	3.49699	-3.57%	-0.12965	ms
50th percentile service time	range_field_conjunction_big_range_big_term_query	1.69764	1.58481	-6.65% 🟢	-0.11283	ms
90th percentile service time	range_field_conjunction_big_range_big_term_query	1.80789	1.62017	-10.38% 🟢	-0.18772	ms
99th percentile service time	range_field_conjunction_big_range_big_term_query	1.86665	1.66753	-10.67% 🟢	-0.19912	ms
100th percentile service time	range_field_conjunction_big_range_big_term_query	1.91882	1.67629	-12.64% 🟢	-0.24253	ms
error rate	range_field_conjunction_big_range_big_term_query	0	0	0.00%	0	%
Min Throughput	range_field_disjunction_big_range_small_term_query	2.00661	2.00661	0.00%	1e-05	ops/s
Mean Throughput	range_field_disjunction_big_range_small_term_query	2.00801	2.00802	0.00%	0	ops/s
Median Throughput	range_field_disjunction_big_range_small_term_query	2.00791	2.0079	-0.00%	-0	ops/s
Max Throughput	range_field_disjunction_big_range_small_term_query	2.00983	2.00984	0.00%	1e-05	ops/s
50th percentile latency	range_field_disjunction_big_range_small_term_query	3.13546	3.02243	-3.61%	-0.11304	ms
90th percentile latency	range_field_disjunction_big_range_small_term_query	3.52798	3.41222	-3.28%	-0.11576	ms
99th percentile latency	range_field_disjunction_big_range_small_term_query	3.74263	3.55587	-4.99%	-0.18676	ms
100th percentile latency	range_field_disjunction_big_range_small_term_query	8.09973	3.56254	-56.02% 🟢	-4.53719	ms
50th percentile service time	range_field_disjunction_big_range_small_term_query	1.7902	1.70105	-4.98%	-0.08915	ms
90th percentile service time	range_field_disjunction_big_range_small_term_query	1.88714	1.73227	-8.21% 🟢	-0.15487	ms
99th percentile service time	range_field_disjunction_big_range_small_term_query	1.99371	1.82981	-8.22% 🟢	-0.1639	ms
100th percentile service time	range_field_disjunction_big_range_small_term_query	6.71541	1.84991	-72.45% 🟢	-4.8655	ms
error rate	range_field_disjunction_big_range_small_term_query	0	0	0.00%	0	%
Min Throughput	range_field_conjunction_small_range_small_term_query	2.00663	2.00662	-0.00%	-1e-05	ops/s
Mean Throughput	range_field_conjunction_small_range_small_term_query	2.00805	2.00803	-0.00%	-2e-05	ops/s
Median Throughput	range_field_conjunction_small_range_small_term_query	2.00793	2.00792	-0.00%	-2e-05	ops/s
Max Throughput	range_field_conjunction_small_range_small_term_query	2.00987	2.00986	-0.00%	-1e-05	ops/s
50th percentile latency	range_field_conjunction_small_range_small_term_query	3.01635	2.94264	-2.44%	-0.07371	ms
90th percentile latency	range_field_conjunction_small_range_small_term_query	3.3859	3.33429	-1.52%	-0.05161	ms
99th percentile latency	range_field_conjunction_small_range_small_term_query	3.62915	3.4292	-5.51% 🟢	-0.19996	ms
100th percentile latency	range_field_conjunction_small_range_small_term_query	3.64733	3.47415	-4.75%	-0.17318	ms
50th percentile service time	range_field_conjunction_small_range_small_term_query	1.69625	1.62195	-4.38%	-0.0743	ms
90th percentile service time	range_field_conjunction_small_range_small_term_query	1.7925	1.66331	-7.21% 🟢	-0.12919	ms
99th percentile service time	range_field_conjunction_small_range_small_term_query	1.8735	1.7198	-8.20% 🟢	-0.1537	ms
100th percentile service time	range_field_conjunction_small_range_small_term_query	1.90106	1.7397	-8.49% 🟢	-0.16136	ms
error rate	range_field_conjunction_small_range_small_term_query	0	0	0.00%	0	%
Min Throughput	range_field_conjunction_small_range_big_term_query	2.00663	2.00664	0.00%	2e-05	ops/s
Mean Throughput	range_field_conjunction_small_range_big_term_query	2.00803	2.00806	0.00%	3e-05	ops/s
Median Throughput	range_field_conjunction_small_range_big_term_query	2.00793	2.00795	0.00%	2e-05	ops/s
Max Throughput	range_field_conjunction_small_range_big_term_query	2.00988	2.00989	0.00%	2e-05	ops/s
50th percentile latency	range_field_conjunction_small_range_big_term_query	2.86741	2.81355	-1.88%	-0.05386	ms
90th percentile latency	range_field_conjunction_small_range_big_term_query	3.32467	3.18912	-4.08%	-0.13555	ms
99th percentile latency	range_field_conjunction_small_range_big_term_query	3.99792	3.30094	-17.43% 🟢	-0.69697	ms
100th percentile latency	range_field_conjunction_small_range_big_term_query	5.59192	3.44373	-38.42% 🟢	-2.1482	ms
50th percentile service time	range_field_conjunction_small_range_big_term_query	1.52717	1.43908	-5.77% 🟢	-0.08809	ms
90th percentile service time	range_field_conjunction_small_range_big_term_query	1.64121	1.48991	-9.22% 🟢	-0.15129	ms
99th percentile service time	range_field_conjunction_small_range_big_term_query	1.98654	2.01794	1.58%	0.0314	ms
100th percentile service time	range_field_conjunction_small_range_big_term_query	3.69568	2.32383	-37.12% 🟢	-1.37185	ms
error rate	range_field_conjunction_small_range_big_term_query	0	0	0.00%	0	%
Min Throughput	range-auto-date-histo	0.17442	1.86097	+966.95% 🔴	1.68655	ops/s
Mean Throughput	range-auto-date-histo	0.1745	1.8853	+980.40% 🔴	1.7108	ops/s
Median Throughput	range-auto-date-histo	0.174497	1.88668	+981.21% 🔴	1.71218	ops/s
Max Throughput	range-auto-date-histo	0.174553	1.90436	+990.99% 🔴	1.7298	ops/s
50th percentile latency	range-auto-date-histo	1.30948e+06	3.50061	-100.00% 🟢	-1.30947e+06	ms
90th percentile latency	range-auto-date-histo	1.51611e+06	3.88497	-100.00% 🟢	-1.5161e+06	ms
99th percentile latency	range-auto-date-histo	1.56266e+06	3.98433	-100.00% 🟢	-1.56266e+06	ms
100th percentile latency	range-auto-date-histo	1.56781e+06	4.01067	-100.00% 🟢	-1.56781e+06	ms
50th percentile service time	range-auto-date-histo	5716.58	2.12339	-99.96% 🟢	-5714.45	ms
90th percentile service time	range-auto-date-histo	5747.03	2.19367	-99.96% 🟢	-5744.83	ms
99th percentile service time	range-auto-date-histo	5772.24	2.37858	-99.96% 🟢	-5769.86	ms
100th percentile service time	range-auto-date-histo	5800.24	2.73717	-99.95% 🟢	-5797.5	ms
error rate	range-auto-date-histo	0	0	0.00%	0	%
Min Throughput	range-auto-date-histo-with-metrics	0.0600407	1.67288	+2686.24% 🔴	1.61284	ops/s
Mean Throughput	range-auto-date-histo-with-metrics	0.0600854	1.72553	+2771.79% 🔴	1.66544	ops/s
Median Throughput	range-auto-date-histo-with-metrics	0.0600936	1.72827	+2775.97% 🔴	1.66818	ops/s
Max Throughput	range-auto-date-histo-with-metrics	0.0601106	1.76764	+2840.65% 🔴	1.70753	ops/s
50th percentile latency	range-auto-date-histo-with-metrics	4.04397e+06	3.55972	-100.00% 🟢	-4.04397e+06	ms
90th percentile latency	range-auto-date-histo-with-metrics	4.68676e+06	3.97623	-100.00% 🟢	-4.68676e+06	ms
99th percentile latency	range-auto-date-histo-with-metrics	4.8313e+06	4.04644	-100.00% 🟢	-4.83129e+06	ms
100th percentile latency	range-auto-date-histo-with-metrics	4.84736e+06	4.12287	-100.00% 🟢	-4.84735e+06	ms
50th percentile service time	range-auto-date-histo-with-metrics	16699.4	2.17386	-99.99% 🟢	-16697.3	ms
90th percentile service time	range-auto-date-histo-with-metrics	16764.4	2.23992	-99.99% 🟢	-16762.2	ms
99th percentile service time	range-auto-date-histo-with-metrics	16829.7	2.28529	-99.99% 🟢	-16827.4	ms
100th percentile service time	range-auto-date-histo-with-metrics	16908.9	2.28875	-99.99% 🟢	-16906.6	ms
error rate	range-auto-date-histo-with-metrics	0	0	0.00%	0	%
Min Throughput	range-agg-1	2.00663	1.94107	-3.27%	-0.06556	ops/s
Mean Throughput	range-agg-1	2.00805	1.9517	-2.81%	-0.05635	ops/s
Median Throughput	range-agg-1	2.00794	1.95234	-2.77%	-0.0556	ops/s
Max Throughput	range-agg-1	2.00987	1.96012	-2.48%	-0.04975	ops/s
50th percentile latency	range-agg-1	3.24058	3.03245	-6.42% 🟢	-0.20813	ms
90th percentile latency	range-agg-1	3.63344	3.40662	-6.24% 🟢	-0.22682	ms
99th percentile latency	range-agg-1	4.23724	3.57398	-15.65% 🟢	-0.66327	ms
100th percentile latency	range-agg-1	5.9337	5.70198	-3.91%	-0.23172	ms
50th percentile service time	range-agg-1	2.00516	1.69782	-15.33% 🟢	-0.30734	ms
90th percentile service time	range-agg-1	2.06225	1.7255	-16.33% 🟢	-0.33675	ms
99th percentile service time	range-agg-1	2.67202	1.85817	-30.46% 🟢	-0.81384	ms
100th percentile service time	range-agg-1	4.69848	3.91746	-16.62% 🟢	-0.78102	ms
error rate	range-agg-1	0	0	0.00%	0	%
Min Throughput	range-agg-2	2.00662	1.94247	-3.20%	-0.06415	ops/s
Mean Throughput	range-agg-2	2.00804	1.95287	-2.75%	-0.05517	ops/s
Median Throughput	range-agg-2	2.00793	1.95348	-2.71%	-0.05445	ops/s
Max Throughput	range-agg-2	2.00988	1.96095	-2.43%	-0.04893	ops/s
50th percentile latency	range-agg-2	3.31311	2.93704	-11.35% 🟢	-0.37607	ms
90th percentile latency	range-agg-2	3.73341	3.34985	-10.27% 🟢	-0.38356	ms
99th percentile latency	range-agg-2	3.9429	4.32293	+9.64% 🔴	0.38002	ms
100th percentile latency	range-agg-2	7.77072	6.83398	-12.05% 🟢	-0.93675	ms
50th percentile service time	range-agg-2	1.97947	1.6212	-18.10% 🟢	-0.35827	ms
90th percentile service time	range-agg-2	2.0254	1.66307	-17.89% 🟢	-0.36234	ms
99th percentile service time	range-agg-2	2.11844	1.81671	-14.24% 🟢	-0.30173	ms
100th percentile service time	range-agg-2	6.51719	5.65222	-13.27% 🟢	-0.86497	ms
error rate	range-agg-2	0	0	0.00%	0	%
Min Throughput	cardinality-agg-low	2.00625	2.00627	0.00%	2e-05	ops/s
Mean Throughput	cardinality-agg-low	2.00759	2.00761	0.00%	2e-05	ops/s
Median Throughput	cardinality-agg-low	2.00749	2.00751	0.00%	2e-05	ops/s
Max Throughput	cardinality-agg-low	2.00933	2.00935	0.00%	2e-05	ops/s
50th percentile latency	cardinality-agg-low	5.29253	2.8727	-45.72% 🟢	-2.41982	ms
90th percentile latency	cardinality-agg-low	5.67084	3.26549	-42.42% 🟢	-2.40535	ms
99th percentile latency	cardinality-agg-low	5.87044	3.39398	-42.19% 🟢	-2.47646	ms
100th percentile latency	cardinality-agg-low	13.456	3.41249	-74.64% 🟢	-10.0435	ms
50th percentile service time	cardinality-agg-low	3.87872	1.58767	-59.07% 🟢	-2.29106	ms
90th percentile service time	cardinality-agg-low	3.97306	1.6397	-58.73% 🟢	-2.33336	ms
99th percentile service time	cardinality-agg-low	4.18493	1.68155	-59.82% 🟢	-2.50338	ms
100th percentile service time	cardinality-agg-low	12.3689	1.72151	-86.08% 🟢	-10.6474	ms
error rate	cardinality-agg-low	0	0	0.00%	0	%
Min Throughput	cardinality-agg-high	0.419895	1.96589	+368.19% 🔴	1.54599	ops/s
Mean Throughput	cardinality-agg-high	0.419932	1.97211	+369.63% 🔴	1.55218	ops/s
Median Throughput	cardinality-agg-high	0.419936	1.97247	+369.71% 🔴	1.55254	ops/s
Max Throughput	cardinality-agg-high	0.419953	1.97693	+370.75% 🔴	1.55697	ops/s
50th percentile latency	cardinality-agg-high	471704	3.45353	-100.00% 🟢	-471701	ms
90th percentile latency	cardinality-agg-high	546200	3.80563	-100.00% 🟢	-546197	ms
99th percentile latency	cardinality-agg-high	562966	3.9394	-100.00% 🟢	-562962	ms
100th percentile latency	cardinality-agg-high	564831	4.13306	-100.00% 🟢	-564827	ms
50th percentile service time	cardinality-agg-high	2380.18	2.08533	-99.91% 🟢	-2378.1	ms
90th percentile service time	cardinality-agg-high	2388.41	2.14633	-99.91% 🟢	-2386.26	ms
99th percentile service time	cardinality-agg-high	2394.52	2.23932	-99.91% 🟢	-2392.28	ms
100th percentile service time	cardinality-agg-high	2434.17	2.35351	-99.90% 🟢	-2431.81	ms
error rate	cardinality-agg-high	0	0	0.00%	0	%
Min Throughput	cardinality-agg-high-2	0.363481	1.95564	+438.03% 🔴	1.59216	ops/s
Mean Throughput	cardinality-agg-high-2	0.363489	1.96368	+440.23% 🔴	1.60019	ops/s
Median Throughput	cardinality-agg-high-2	0.363489	1.96415	+440.36% 🔴	1.60066	ops/s
Max Throughput	cardinality-agg-high-2	0.363499	1.96992	+441.93% 🔴	1.60642	ops/s
50th percentile latency	cardinality-agg-high-2	564311	3.4454	-100.00% 🟢	-564307	ms
90th percentile latency	cardinality-agg-high-2	653467	3.82021	-100.00% 🟢	-653463	ms
99th percentile latency	cardinality-agg-high-2	673506	3.92927	-100.00% 🟢	-673502	ms
100th percentile latency	cardinality-agg-high-2	675739	3.94727	-100.00% 🟢	-675735	ms
50th percentile service time	cardinality-agg-high-2	2750.62	2.09282	-99.92% 🟢	-2748.53	ms
90th percentile service time	cardinality-agg-high-2	2755.67	2.13007	-99.92% 🟢	-2753.54	ms
99th percentile service time	cardinality-agg-high-2	2770.23	2.16557	-99.92% 🟢	-2768.07	ms
100th percentile service time	cardinality-agg-high-2	2777.8	2.1735	-99.92% 🟢	-2775.63	ms
error rate	cardinality-agg-high-2	0	0	0.00%	0	%
Min Throughput	range_with_asc_sort	2.00655	2.0066	0.00%	5e-05	ops/s
Mean Throughput	range_with_asc_sort	2.00795	2.00802	0.00%	6e-05	ops/s
Median Throughput	range_with_asc_sort	2.00785	2.0079	0.00%	5e-05	ops/s
Max Throughput	range_with_asc_sort	2.00977	2.00984	0.00%	7e-05	ops/s
50th percentile latency	range_with_asc_sort	5.50303	4.60401	-16.34% 🟢	-0.89902	ms
90th percentile latency	range_with_asc_sort	5.9346	5.03787	-15.11% 🟢	-0.89673	ms
99th percentile latency	range_with_asc_sort	5.99799	5.494	-8.40% 🟢	-0.50399	ms
100th percentile latency	range_with_asc_sort	6.03151	5.80563	-3.75%	-0.22588	ms
50th percentile service time	range_with_asc_sort	4.19355	3.27248	-21.96% 🟢	-0.92107	ms
90th percentile service time	range_with_asc_sort	4.24168	3.34002	-21.26% 🟢	-0.90166	ms
99th percentile service time	range_with_asc_sort	4.30725	3.82659	-11.16% 🟢	-0.48066	ms
100th percentile service time	range_with_asc_sort	4.35866	4.88914	+12.17% 🔴	0.53048	ms
error rate	range_with_asc_sort	0	0	0.00%	0	%
Min Throughput	range_with_desc_sort	2.00597	2.00645	0.02%	0.00048	ops/s
Mean Throughput	range_with_desc_sort	2.00724	2.00783	0.03%	0.00059	ops/s
Median Throughput	range_with_desc_sort	2.00714	2.00772	0.03%	0.00058	ops/s
Max Throughput	range_with_desc_sort	2.00889	2.00962	0.04%	0.00073	ops/s
50th percentile latency	range_with_desc_sort	5.514	4.63745	-15.90% 🟢	-0.87656	ms
90th percentile latency	range_with_desc_sort	5.89909	5.07442	-13.98% 🟢	-0.82467	ms
99th percentile latency	range_with_desc_sort	6.04232	5.17716	-14.32% 🟢	-0.86517	ms
100th percentile latency	range_with_desc_sort	6.06821	5.22104	-13.96% 🟢	-0.84717	ms
50th percentile service time	range_with_desc_sort	4.20998	3.32851	-20.94% 🟢	-0.88147	ms
90th percentile service time	range_with_desc_sort	4.28013	3.37923	-21.05% 🟢	-0.9009	ms
99th percentile service time	range_with_desc_sort	4.33421	3.41153	-21.29% 🟢	-0.92269	ms
100th percentile service time	range_with_desc_sort	4.34607	3.49769	-19.52% 🟢	-0.84838	ms
error rate	range_with_desc_sort	0	0	0.00%	0	%

[asimmahmood1]

Turns out because @shreyah963 had disabled bkd/indexed setting by re-creating the big5 index manually, it missed out on setting query cache cluster setting to false: https://github.com/opensearch-project/opensearch-benchmark-workloads/blob/main/big5/index.json#L16

i.e. the speed up is coming from query cache.