{
	"version": 1,
	"bench": "obsessionbench",
	"ran_at": "2026-10-31T22:47:51Z",
	"environment": {
		"runner": "Linux 6.1.188-maritime1 x64, 2 x Intel(R) Xeon(R) Processor @ 3.20GHz, 8 GB RAM",
		"node": "v24.22.1",
		"harness_commit": "9af0bb0775b412f2bdae9fac9fca4a22df44c6be",
		"clickbench": "https://github.com/ClickHouse/ClickBench @ 0cb36ab1a62c445414828aae1c9dccacb71af37b (clickhouse-cloud/create.sql, clickhouse-cloud/queries.sql)",
		"scale": "BENCH_SCALE=10: 10 of 100 ClickBench partitioned parquet files (https://datasets.clickhouse.com/hits_compatible/athena_partitioned/hits_{0..9}.parquet)",
		"repetitions": "BENCH_REPETITIONS=5",
		"query_timeout": "60 s",
		"concurrency": "4 clients x 3 rounds, seed 20261031",
		"geomean": "geomean_query_ms is the geometric mean of the 43 per-query median server times (medians under 1 ms count as 1 ms)",
		"query_settings": "use_query_cache=0, max_execution_time=60, log_queries=1",
		"client": "ClickHouse HTTP interface over HTTPS, node:https with keep-alive, wait_end_of_query=1",
		"subject_version": "26.8.2.1",
		"subject_region": "eu-central (as set up for the run; see METHODOLOGY.md)",
		"subject_instance": "Free developer tier, single node, 4 vCPU / 8 GB RAM",
		"subject_price": "$0.438356/hour, Nearest paid ObsessionDB equivalent of the free 4 vCPU / 8 GB instance: one 16 GB node (2 compute units, 4 vCPU), the smallest paid size with at least 4 vCPU and 8 GB, at the listed $20 per GB of memory per node per month = $320/month, divided by 730 hours a month (the free tier is not used as the price), read 2026-10-31 from https://obsessiondb.com/pricing",
		"clickhouse-cloud_version": "26.6.1.2455",
		"clickhouse-cloud_region": "AWS eu-central-1 (as set up for the run; see METHODOLOGY.md)",
		"clickhouse-cloud_instance": "1 replica, fixed 12 GiB / 3 vCPU (autoscaling off: min = max)",
		"clickhouse-cloud_price": "$0.39375/hour, ClickHouse Cloud Basic plan (its 1-replica 12 GiB / 3 vCPU size) in AWS eu-central-1: $0.2625 per compute-unit-hour (1 unit = 8 GiB / 2 vCPU) x 1.5 units, read 2026-10-31 from https://clickhouse.com/pricing"
	},
	"summary": "Typical query time (geometric mean) (server-side, lower is better) on the 43 ClickBench queries over 10,000,000 rows, 5 warm runs each: ObsessionDB 64.1 ms, ClickHouse Cloud 85 ms.",
	"contenders": [
		{
			"id": "subject",
			"name": "ObsessionDB",
			"status": "ok",
			"metrics": {
				"geomean_query_ms": 64.1,
				"suite_seconds": 10.008,
				"p50_latency_ms": 71,
				"p99_latency_ms": 2777.3,
				"concurrent_p99_ms": 11498.9,
				"load_rows_per_sec": 55388,
				"cost_per_1k_queries_usd": 0.029454
			},
			"notes": null,
			"details": {
				"version": "26.8.2.1",
				"load": {
					"rows": 10000000,
					"seconds": 180.544,
					"files": 10,
					"server_insert_ms": 180454
				},
				"end_to_end": {
					"geomean_query_ms": 133.7,
					"p99_latency_ms": 2814.5,
					"p50_latency_ms": 107.9,
					"suite_seconds": 11.586,
					"concurrent_p99_ms": 11585
				},
				"clickbench_warm": [
					{
						"query": 1,
						"status": "ok",
						"error": null,
						"server_ms": [
							1,
							3,
							1,
							1,
							3
						],
						"end_to_end_ms": [
							38.3,
							40.2,
							37.6,
							40.1,
							39.7
						]
					},
					{
						"query": 2,
						"status": "ok",
						"error": null,
						"server_ms": [
							8,
							10,
							7,
							8,
							10
						],
						"end_to_end_ms": [
							43.9,
							46.9,
							44.2,
							44.6,
							46.5
						]
					},
					{
						"query": 3,
						"status": "ok",
						"error": null,
						"server_ms": [
							11,
							14,
							10,
							11,
							12
						],
						"end_to_end_ms": [
							47.1,
							50.2,
							46.4,
							47.4,
							48.3
						]
					},
					{
						"query": 4,
						"status": "ok",
						"error": null,
						"server_ms": [
							10,
							12,
							10,
							10,
							12
						],
						"end_to_end_ms": [
							47.9,
							48.7,
							46,
							45.9,
							48.6
						]
					},
					{
						"query": 5,
						"status": "ok",
						"error": null,
						"server_ms": [
							61,
							61,
							60,
							61,
							66
						],
						"end_to_end_ms": [
							97.2,
							96.8,
							96.2,
							97,
							102.7
						]
					},
					{
						"query": 6,
						"status": "ok",
						"error": null,
						"server_ms": [
							152,
							126,
							104,
							117,
							109
						],
						"end_to_end_ms": [
							188.5,
							162.7,
							140.5,
							153,
							145
						]
					},
					{
						"query": 7,
						"status": "ok",
						"error": null,
						"server_ms": [
							6,
							7,
							9,
							6,
							6
						],
						"end_to_end_ms": [
							42.9,
							43,
							45.8,
							43,
							42.5
						]
					},
					{
						"query": 8,
						"status": "ok",
						"error": null,
						"server_ms": [
							11,
							10,
							12,
							10,
							10
						],
						"end_to_end_ms": [
							47.3,
							46.1,
							48.5,
							46.5,
							46.2
						]
					},
					{
						"query": 9,
						"status": "ok",
						"error": null,
						"server_ms": [
							72,
							70,
							69,
							73,
							69
						],
						"end_to_end_ms": [
							110.9,
							105.6,
							105.8,
							108.7,
							105.3
						]
					},
					{
						"query": 10,
						"status": "ok",
						"error": null,
						"server_ms": [
							122,
							91,
							89,
							116,
							84
						],
						"end_to_end_ms": [
							158.1,
							127.2,
							125.3,
							151.8,
							119.9
						]
					},
					{
						"query": 11,
						"status": "ok",
						"error": null,
						"server_ms": [
							19,
							22,
							21,
							29,
							20
						],
						"end_to_end_ms": [
							55.6,
							58.3,
							57.4,
							65,
							55.9
						]
					},
					{
						"query": 12,
						"status": "ok",
						"error": null,
						"server_ms": [
							25,
							53,
							23,
							26,
							45
						],
						"end_to_end_ms": [
							60.9,
							88.9,
							58.7,
							62.5,
							81
						]
					},
					{
						"query": 13,
						"status": "ok",
						"error": null,
						"server_ms": [
							125,
							162,
							158,
							162,
							156
						],
						"end_to_end_ms": [
							161.9,
							198,
							194,
							198.1,
							192.1
						]
					},
					{
						"query": 14,
						"status": "ok",
						"error": null,
						"server_ms": [
							219,
							259,
							236,
							259,
							263
						],
						"end_to_end_ms": [
							255.3,
							295.8,
							272,
							295.7,
							298.5
						]
					},
					{
						"query": 15,
						"status": "ok",
						"error": null,
						"server_ms": [
							243,
							234,
							206,
							231,
							204
						],
						"end_to_end_ms": [
							279.2,
							270,
							242.3,
							267.2,
							240.5
						]
					},
					{
						"query": 16,
						"status": "ok",
						"error": null,
						"server_ms": [
							109,
							111,
							92,
							93,
							131
						],
						"end_to_end_ms": [
							144.8,
							146.8,
							128.1,
							129.4,
							167.4
						]
					},
					{
						"query": 17,
						"status": "ok",
						"error": null,
						"server_ms": [
							391,
							373,
							419,
							380,
							629
						],
						"end_to_end_ms": [
							428.7,
							409.2,
							455.9,
							416.5,
							656
						]
					},
					{
						"query": 18,
						"status": "ok",
						"error": null,
						"server_ms": [
							314,
							325,
							337,
							360,
							346
						],
						"end_to_end_ms": [
							348.5,
							337.7,
							371.5,
							395,
							381.1
						]
					},
					{
						"query": 19,
						"status": "ok",
						"error": null,
						"server_ms": [
							709,
							1054,
							1219,
							738,
							738
						],
						"end_to_end_ms": [
							744.7,
							1075.3,
							1239.5,
							773.9,
							774.2
						]
					},
					{
						"query": 20,
						"status": "ok",
						"error": null,
						"server_ms": [
							1,
							1,
							3,
							1,
							1
						],
						"end_to_end_ms": [
							37.6,
							37.7,
							40.1,
							37.7,
							37.9
						]
					},
					{
						"query": 21,
						"status": "ok",
						"error": null,
						"server_ms": [
							64,
							63,
							150,
							74,
							144
						],
						"end_to_end_ms": [
							99.9,
							99.8,
							186.1,
							110.6,
							180.8
						]
					},
					{
						"query": 22,
						"status": "ok",
						"error": null,
						"server_ms": [
							40,
							20,
							26,
							23,
							23
						],
						"end_to_end_ms": [
							76.5,
							56.3,
							62.3,
							59.2,
							60.9
						]
					},
					{
						"query": 23,
						"status": "ok",
						"error": null,
						"server_ms": [
							364,
							373,
							361,
							350,
							286
						],
						"end_to_end_ms": [
							399.9,
							409.3,
							396.9,
							386.6,
							321.9
						]
					},
					{
						"query": 24,
						"status": "ok",
						"error": null,
						"server_ms": [
							236,
							226,
							232,
							232,
							255
						],
						"end_to_end_ms": [
							305,
							294.9,
							300.8,
							267.5,
							291.3
						]
					},
					{
						"query": 25,
						"status": "ok",
						"error": null,
						"server_ms": [
							72,
							144,
							75,
							67,
							146
						],
						"end_to_end_ms": [
							107.9,
							180.1,
							111.5,
							103.8,
							182.2
						]
					},
					{
						"query": 26,
						"status": "ok",
						"error": null,
						"server_ms": [
							34,
							37,
							40,
							60,
							58
						],
						"end_to_end_ms": [
							69.8,
							72.6,
							76.7,
							96.6,
							94.1
						]
					},
					{
						"query": 27,
						"status": "ok",
						"error": null,
						"server_ms": [
							68,
							68,
							146,
							70,
							65
						],
						"end_to_end_ms": [
							103.7,
							104.1,
							182.1,
							105.9,
							100.5
						]
					},
					{
						"query": 28,
						"status": "ok",
						"error": null,
						"server_ms": [
							68,
							65,
							142,
							70,
							71
						],
						"end_to_end_ms": [
							105,
							101.9,
							178.2,
							106.5,
							108.1
						]
					},
					{
						"query": 29,
						"status": "ok",
						"error": null,
						"server_ms": [
							2920,
							2778,
							2763,
							2773,
							2815
						],
						"end_to_end_ms": [
							2957.3,
							2815.3,
							2799.5,
							2809.6,
							2852.1
						]
					},
					{
						"query": 30,
						"status": "ok",
						"error": null,
						"server_ms": [
							23,
							21,
							19,
							22,
							19
						],
						"end_to_end_ms": [
							58.9,
							57.1,
							56,
							58.2,
							54.6
						]
					},
					{
						"query": 31,
						"status": "ok",
						"error": null,
						"server_ms": [
							141,
							77,
							136,
							85,
							76
						],
						"end_to_end_ms": [
							177.1,
							113.5,
							172.7,
							121.8,
							112.2
						]
					},
					{
						"query": 32,
						"status": "ok",
						"error": null,
						"server_ms": [
							224,
							163,
							148,
							166,
							157
						],
						"end_to_end_ms": [
							260.8,
							199.5,
							184.3,
							203.5,
							193
						]
					},
					{
						"query": 33,
						"status": "ok",
						"error": null,
						"server_ms": [
							1482,
							1328,
							1649,
							1384,
							1259
						],
						"end_to_end_ms": [
							1492,
							1342.3,
							1657,
							1393.3,
							1271.2
						]
					},
					{
						"query": 34,
						"status": "ok",
						"error": null,
						"server_ms": [
							845,
							850,
							738,
							701,
							680
						],
						"end_to_end_ms": [
							882.6,
							886.1,
							774.3,
							737.9,
							721
						]
					},
					{
						"query": 35,
						"status": "ok",
						"error": null,
						"server_ms": [
							789,
							859,
							871,
							822,
							715
						],
						"end_to_end_ms": [
							825.4,
							895.3,
							907.6,
							858.3,
							751.8
						]
					},
					{
						"query": 36,
						"status": "ok",
						"error": null,
						"server_ms": [
							90,
							86,
							107,
							81,
							78
						],
						"end_to_end_ms": [
							130.6,
							126.3,
							143,
							117.4,
							114.7
						]
					},
					{
						"query": 37,
						"status": "ok",
						"error": null,
						"server_ms": [
							57,
							61,
							65,
							72,
							62
						],
						"end_to_end_ms": [
							93.1,
							98.8,
							100.9,
							108.4,
							101.5
						]
					},
					{
						"query": 38,
						"status": "ok",
						"error": null,
						"server_ms": [
							37,
							33,
							35,
							40,
							32
						],
						"end_to_end_ms": [
							73.6,
							70.2,
							71.2,
							77.1,
							68.2
						]
					},
					{
						"query": 39,
						"status": "ok",
						"error": null,
						"server_ms": [
							31,
							38,
							28,
							34,
							32
						],
						"end_to_end_ms": [
							67.8,
							75.3,
							64.1,
							70.2,
							69.4
						]
					},
					{
						"query": 40,
						"status": "ok",
						"error": null,
						"server_ms": [
							159,
							165,
							168,
							149,
							145
						],
						"end_to_end_ms": [
							196.3,
							201.8,
							204.9,
							187.3,
							181.6
						]
					},
					{
						"query": 41,
						"status": "ok",
						"error": null,
						"server_ms": [
							20,
							18,
							20,
							20,
							16
						],
						"end_to_end_ms": [
							57.1,
							57.8,
							58,
							56.7,
							52.7
						]
					},
					{
						"query": 42,
						"status": "ok",
						"error": null,
						"server_ms": [
							12,
							13,
							14,
							14,
							13
						],
						"end_to_end_ms": [
							48.6,
							50,
							50.5,
							49.8,
							48.6
						]
					},
					{
						"query": 43,
						"status": "ok",
						"error": null,
						"server_ms": [
							11,
							11,
							13,
							10,
							12
						],
						"end_to_end_ms": [
							46.9,
							46.9,
							49.3,
							46.9,
							48.1
						]
					}
				],
				"concurrent": {
					"clients": 4,
					"rounds": 3,
					"seed": 20261031,
					"queries_ok": 516,
					"queries_failed": 0,
					"failed_queries": {},
					"errors": []
				},
				"price": {
					"usd_per_hour": 0.438356,
					"basis": "Nearest paid ObsessionDB equivalent of the free 4 vCPU / 8 GB instance: one 16 GB node (2 compute units, 4 vCPU), the smallest paid size with at least 4 vCPU and 8 GB, at the listed $20 per GB of memory per node per month = $320/month, divided by 730 hours a month (the free tier is not used as the price)",
					"source_url": "https://obsessiondb.com/pricing",
					"read_on": "2026-10-31"
				}
			}
		},
		{
			"id": "clickhouse-cloud",
			"name": "ClickHouse Cloud",
			"status": "ok",
			"metrics": {
				"geomean_query_ms": 85,
				"suite_seconds": 11.322,
				"p50_latency_ms": 93,
				"p99_latency_ms": 4643,
				"concurrent_p99_ms": 15635.2,
				"load_rows_per_sec": 337843,
				"cost_per_1k_queries_usd": 0.029847
			},
			"notes": null,
			"details": {
				"version": "26.6.1.2455",
				"load": {
					"rows": 10000000,
					"seconds": 29.6,
					"files": 10,
					"server_insert_ms": 29538
				},
				"end_to_end": {
					"geomean_query_ms": 137.8,
					"p99_latency_ms": 4672,
					"p50_latency_ms": 121.6,
					"suite_seconds": 12.578,
					"concurrent_p99_ms": 15669.6
				},
				"clickbench_warm": [
					{
						"query": 1,
						"status": "ok",
						"error": null,
						"server_ms": [
							2,
							1,
							2,
							2,
							2
						],
						"end_to_end_ms": [
							30.2,
							29.9,
							30.4,
							30.3,
							30.2
						]
					},
					{
						"query": 2,
						"status": "ok",
						"error": null,
						"server_ms": [
							11,
							11,
							11,
							11,
							10
						],
						"end_to_end_ms": [
							39,
							39.2,
							39.5,
							39.3,
							39.8
						]
					},
					{
						"query": 3,
						"status": "ok",
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	]
}