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Flag lukewarm cold runs and account for them in the Combined metric #954

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Flag lukewarm cold runs and account for them in the Combined metric #954

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5a20e72
flag lukewarm cold runs
toschmidt Jun 15, 2026
7a67a4b
reweight the combined metric for lukewarm and inapplicable metrics
toschmidt Jun 15, 2026
aad0b04
show individual hot/cold/load/storage ratios in the combined view
toschmidt Jun 15, 2026
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2 changes: 1 addition & 1 deletion alloydb/results/20231125/gcp.128GB_tuned.json
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"hardware": "cpu",
"tuned": "no",

"tags": ["C", "column-oriented", "PostgreSQL compatible", "managed", "gcp"],
"tags": ["C", "column-oriented", "PostgreSQL compatible", "managed", "gcp", "lukewarm-cold-run"],

"load_time": 0,
"data_size": 9941379875,
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3 changes: 2 additions & 1 deletion alloydb/results/20231125/gcp.64GB.json
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"column-oriented",
"PostgreSQL compatible",
"managed",
"gcp"
"gcp",
"lukewarm-cold-run"
],
"load_time": 1543,
"data_size": 9941379875,
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2 changes: 1 addition & 1 deletion alloydb/results/20231125/gcp.64GB_tuned.json
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"tuned": "yes",
"comment": "",

"tags": ["C", "column-oriented", "PostgreSQL compatible", "managed", "gcp"],
"tags": ["C", "column-oriented", "PostgreSQL compatible", "managed", "gcp", "lukewarm-cold-run"],

"load_time": 0,
"data_size": 9941379875,
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2 changes: 1 addition & 1 deletion athena-partitioned/results/20220701/serverless.json
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"tuned": "no",
"comment": "",

"tags": ["stateless", "managed", "Java", "column-oriented", "aws"],
"tags": ["stateless", "managed", "Java", "column-oriented", "aws", "lukewarm-cold-run"],

"load_time": 0,
"data_size": 13800000000,
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2 changes: 1 addition & 1 deletion athena/results/20220701/serverless.json
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"tuned": "no",
"comment": "",

"tags": ["stateless", "managed", "Java", "column-oriented", "aws", "historical"],
"tags": ["stateless", "managed", "Java", "column-oriented", "aws", "historical", "lukewarm-cold-run"],

"load_time": 0,
"data_size": 13800000000,
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3 changes: 2 additions & 1 deletion aurora-mysql/results/20220701/16acu.json
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"C++",
"MySQL compatible",
"row-oriented",
"aws"
"aws",
"lukewarm-cold-run"
],
"load_time": 7687,
"data_size": 89614492631,
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2 changes: 1 addition & 1 deletion aurora-postgresql/results/20220701/16acu.json
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"tuned": "no",
"comment": "",

"tags": ["managed", "C", "PostgreSQL compatible", "row-oriented", "aws"],
"tags": ["managed", "C", "PostgreSQL compatible", "row-oriented", "aws", "lukewarm-cold-run"],

"load_time": 2127,
"data_size": 52183852646,
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3 changes: 2 additions & 1 deletion bigquery/results/20251028/result.json
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"serverless",
"column-oriented",
"gcp",
"managed"
"managed",
"lukewarm-cold-run"
],
"load_time": 777,
"data_size": 8760000000,
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3 changes: 2 additions & 1 deletion bytehouse/results/20220727/l.json
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"column-oriented",
"ClickHouse derivative",
"C++",
"historical"
"historical",
"lukewarm-cold-run"
],
"load_time": 745,
"data_size": 27190000000,
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3 changes: 2 additions & 1 deletion bytehouse/results/20220727/m.json
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"column-oriented",
"ClickHouse derivative",
"C++",
"historical"
"historical",
"lukewarm-cold-run"
],
"load_time": 745,
"data_size": 27190000000,
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3 changes: 2 additions & 1 deletion bytehouse/results/20220727/s.json
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"column-oriented",
"ClickHouse derivative",
"C++",
"historical"
"historical",
"lukewarm-cold-run"
],
"load_time": 745,
"data_size": 27190000000,
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3 changes: 2 additions & 1 deletion bytehouse/results/20220727/xs.json
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"column-oriented",
"ClickHouse derivative",
"C++",
"historical"
"historical",
"lukewarm-cold-run"
],
"load_time": 745,
"data_size": 27190000000,
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2 changes: 1 addition & 1 deletion chyt/results/20240916/yt.360GB_YC.json
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"tuned": "no",
"comment": "",

"tags": ["C++", "column-oriented", "ClickHouse derivative", "managed"],
"tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "lukewarm-cold-run"],

"load_time": 0,
"data_size": 11991598975,
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2 changes: 1 addition & 1 deletion chyt/results/20240916/yt.48GB_YC.json
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"tuned": "no",
"comment": "",

"tags": ["C++", "column-oriented", "ClickHouse derivative", "managed"],
"tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "lukewarm-cold-run"],

"load_time": 0,
"data_size": 11991598975,
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3 changes: 2 additions & 1 deletion chyt/results/20240916/yt.720GB_YC.json
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"ClickHouse derivative",
"managed",
"YT",
"historical"
"historical",
"lukewarm-cold-run"
],
"load_time": 0,
"data_size": 11991598975,
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2 changes: 1 addition & 1 deletion chyt/results/20240916/yt.96GB_YC.json
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"tuned": "no",
"comment": "",

"tags": ["C++", "column-oriented", "ClickHouse derivative", "managed"],
"tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "lukewarm-cold-run"],

"load_time": 0,
"data_size": 11991598975,
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2 changes: 1 addition & 1 deletion clickhouse-cloud/collect-results.sh
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"tuned": "no",
"comment": "",

"tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "'$PROVIDER'"],
"tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "'$PROVIDER'", "lukewarm-cold-run"],

"load_time": '$LOAD_TIME',
"data_size": '$DATA_SIZE',
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2 changes: 1 addition & 1 deletion crunchy-bridge-for-analytics/results/20240605/crunchy-bridge-analytics-256.json
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"hardware": "cpu",
"tuned": "no",
"comment":"",
"tags": ["column-oriented","DuckDB derivative", "PostgreSQL compatible", "managed"],
"tags": ["column-oriented","DuckDB derivative", "PostgreSQL compatible", "managed", "lukewarm-cold-run"],
"load_time": 0,
"data_size": 14779976446,

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2 changes: 1 addition & 1 deletion databricks/benchmark.py
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Expand Up @@ -351,7 +351,7 @@ def run_queries():
"cluster_size": "<Lookup here: https://docs.databricks.com/aws/en/compute/sql-warehouse/warehouse-behavior>",
"proprietary": "yes",
"tuned": "no",
"tags": ["managed", "column-oriented"],
"tags": ["managed", "column-oriented", "lukewarm-cold-run"],
}

load_data(run_metadata)
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3 changes: 2 additions & 1 deletion databricks/results/20251110/2x-small.json
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"tuned": "no",
"tags": [
"managed",
"column-oriented"
"column-oriented",
"lukewarm-cold-run"
],
"load_time": 90,
"data_size": 10219802927,
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3 changes: 2 additions & 1 deletion databricks/results/20251113/2x-large.json
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"tuned": "no",
"tags": [
"managed",
"column-oriented"
"column-oriented",
"lukewarm-cold-run"
],
"load_time": 36,
"data_size": 10219802927,
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3 changes: 2 additions & 1 deletion databricks/results/20251113/4x-large.json
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"tuned": "no",
"tags": [
"managed",
"column-oriented"
"column-oriented",
"lukewarm-cold-run"
],
"load_time": 30,
"data_size": 10219802927,
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3 changes: 2 additions & 1 deletion databricks/results/20251113/large.json
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"tuned": "no",
"tags": [
"managed",
"column-oriented"
"column-oriented",
"lukewarm-cold-run"
],
"load_time": 45,
"data_size": 10219802927,
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3 changes: 2 additions & 1 deletion databricks/results/20251113/medium.json
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"tuned": "no",
"tags": [
"managed",
"column-oriented"
"column-oriented",
"lukewarm-cold-run"
],
"load_time": 53,
"data_size": 10219802927,
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3 changes: 2 additions & 1 deletion databricks/results/20251113/small.json
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"tuned": "no",
"tags": [
"managed",
"column-oriented"
"column-oriented",
"lukewarm-cold-run"
],
"load_time": 67,
"data_size": 10219802927,
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3 changes: 2 additions & 1 deletion databricks/results/20251113/x-large.json
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"tuned": "no",
"tags": [
"managed",
"column-oriented"
"column-oriented",
"lukewarm-cold-run"
],
"load_time": 41,
"data_size": 10219802927,
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3 changes: 2 additions & 1 deletion databricks/results/20251113/x-small.json
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"tuned": "no",
"tags": [
"managed",
"column-oriented"
"column-oriented",
"lukewarm-cold-run"
],
"load_time": 91,
"data_size": 10219802927,
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3 changes: 2 additions & 1 deletion firebolt/results/20250607/medium.json
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"C++",
"column-oriented",
"ClickHouse derivative",
"historical"
"historical",
"lukewarm-cold-run"
],
"load_time": 0,
"data_size": 14730000000,
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3 changes: 2 additions & 1 deletion firebolt/results/20250607/small.json
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"C++",
"column-oriented",
"ClickHouse derivative",
"historical"
"historical",
"lukewarm-cold-run"
],
"load_time": 0,
"data_size": 14730000000,
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2 changes: 1 addition & 1 deletion firebolt/results/20260517/c6a.2xlarge.json
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"proprietary": "yes",
"hardware": "cpu",
"tuned": "no",
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative"],
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative", "lukewarm-cold-run"],
"load_time": 285,
"data_size": 15827354954,
"concurrent_qps": 0.375,
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2 changes: 1 addition & 1 deletion firebolt/results/20260517/c6a.4xlarge.json
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"proprietary": "yes",
"hardware": "cpu",
"tuned": "no",
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative"],
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative", "lukewarm-cold-run"],
"load_time": 235,
"data_size": 15825985134,
"concurrent_qps": 1.908,
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2 changes: 1 addition & 1 deletion firebolt/results/20260517/c6a.large.json
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"proprietary": "yes",
"hardware": "cpu",
"tuned": "no",
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative"],
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative", "lukewarm-cold-run"],
"load_time": 488,
"data_size": 15816235785,
"concurrent_qps": 0.262,
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2 changes: 1 addition & 1 deletion firebolt/results/20260517/c6a.metal.json
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"proprietary": "yes",
"hardware": "cpu",
"tuned": "no",
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative"],
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative", "lukewarm-cold-run"],
"load_time": 172,
"data_size": 15823268468,
"concurrent_qps": 9.84,
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2 changes: 1 addition & 1 deletion firebolt/results/20260517/c6a.xlarge.json
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"proprietary": "yes",
"hardware": "cpu",
"tuned": "no",
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative"],
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative", "lukewarm-cold-run"],
"load_time": 330,
"data_size": 15827881790,
"concurrent_qps": 0.2,
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2 changes: 1 addition & 1 deletion firebolt/results/20260517/c7a.metal-48xl.json
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"proprietary": "yes",
"hardware": "cpu",
"tuned": "no",
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative"],
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative", "lukewarm-cold-run"],
"load_time": 197,
"data_size": 15826419844,
"concurrent_qps": 18.902,
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2 changes: 1 addition & 1 deletion firebolt/results/20260517/c8g.4xlarge.json
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"proprietary": "yes",
"hardware": "cpu",
"tuned": "no",
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative"],
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative", "lukewarm-cold-run"],
"load_time": 241,
"data_size": 15827812385,
"concurrent_qps": 3.773,
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2 changes: 1 addition & 1 deletion firebolt/results/20260517/c8g.metal-48xl.json
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"proprietary": "yes",
"hardware": "cpu",
"tuned": "no",
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative"],
"tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative", "lukewarm-cold-run"],
"load_time": 175,
"data_size": 15825383440,
"concurrent_qps": 19.565,
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3 changes: 2 additions & 1 deletion firebolt/template.json
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"C++",
"column-oriented",
"PostgreSQL compatible",
"ClickHouse derivative"
"ClickHouse derivative",
"lukewarm-cold-run"
]
}
2 changes: 1 addition & 1 deletion hologres/results/20250521/128core.json
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"proprietary": "yes",
"hardware": "cpu",
"tuned": "no",
"tags": ["managed", "PostgreSQL compatible", "column-oriented", "managed"],
"tags": ["managed", "PostgreSQL compatible", "column-oriented", "managed", "lukewarm-cold-run"],
"load_time": 321,
"data_size": 19923251230,
"result": [
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2 changes: 1 addition & 1 deletion hologres/results/20250521/32core.json
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"proprietary": "yes",
"hardware": "cpu",
"tuned": "no",
"tags": ["managed", "PostgreSQL compatible", "column-oriented", "managed"],
"tags": ["managed", "PostgreSQL compatible", "column-oriented", "managed", "lukewarm-cold-run"],
"load_time": 388,
"data_size": 18778181002,
"result": [
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2 changes: 1 addition & 1 deletion hologres/results/20250521/64core.json
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"proprietary": "yes",
"hardware": "cpu",
"tuned": "no",
"tags": ["managed", "PostgreSQL compatible", "column-oriented", "managed"],
"tags": ["managed", "PostgreSQL compatible", "column-oriented", "managed", "lukewarm-cold-run"],
"load_time": 366,
"data_size": 19708639814,
"result": [
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3 changes: 2 additions & 1 deletion hydra/results/20230919/c6a.4xlarge.json
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"comment": "",
"tags": [
"PostgreSQL compatible",
"column-oriented"
"column-oriented",
"lukewarm-cold-run"
],
"load_time": 1222,
"data_size": 18995669982,
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