From afb50048a0c6011c4d45d5331b8c0ca69665f776 Mon Sep 17 00:00:00 2001
From: Marc <22025123+marcmacmac@users.noreply.github.com>
Date: Fri, 18 Sep 2026 08:06:05 -0700
Subject: [PATCH] Add ObsessionDB

---
 obsessiondb/benchmark.sh                    |  42 ++++++++
 obsessiondb/create.sql                      | 109 ++++++++++++++++++++
 obsessiondb/queries.sql                     |  43 ++++++++
 obsessiondb/results/20260917/dev.1.8.json   |  63 +++++++++++
 obsessiondb/results/20260918/aws.1.128.json |  63 +++++++++++
 obsessiondb/results/20260918/aws.1.16.json  |  63 +++++++++++
 obsessiondb/results/20260918/aws.1.256.json |  63 +++++++++++
 obsessiondb/results/20260918/aws.1.32.json  |  63 +++++++++++
 obsessiondb/results/20260918/aws.1.336.json |  63 +++++++++++
 obsessiondb/results/20260918/aws.1.64.json  |  63 +++++++++++
 obsessiondb/results/20260918/aws.1.8.json   |  63 +++++++++++
 obsessiondb/results/20260918/aws.2.128.json |  63 +++++++++++
 obsessiondb/results/20260918/aws.2.16.json  |  63 +++++++++++
 obsessiondb/results/20260918/aws.2.256.json |  63 +++++++++++
 obsessiondb/results/20260918/aws.2.32.json  |  63 +++++++++++
 obsessiondb/results/20260918/aws.2.336.json |  63 +++++++++++
 obsessiondb/results/20260918/aws.2.64.json  |  63 +++++++++++
 obsessiondb/results/20260918/aws.2.8.json   |  63 +++++++++++
 obsessiondb/results/20260918/aws.3.128.json |  63 +++++++++++
 obsessiondb/results/20260918/aws.3.16.json  |  63 +++++++++++
 obsessiondb/results/20260918/aws.3.256.json |  63 +++++++++++
 obsessiondb/results/20260918/aws.3.32.json  |  63 +++++++++++
 obsessiondb/results/20260918/aws.3.336.json |  63 +++++++++++
 obsessiondb/results/20260918/aws.3.64.json  |  63 +++++++++++
 obsessiondb/results/20260918/aws.3.8.json   |  63 +++++++++++
 obsessiondb/run.sh                          |   6 ++
 26 files changed, 1586 insertions(+)
 create mode 100755 obsessiondb/benchmark.sh
 create mode 100644 obsessiondb/create.sql
 create mode 100644 obsessiondb/queries.sql
 create mode 100644 obsessiondb/results/20260917/dev.1.8.json
 create mode 100644 obsessiondb/results/20260918/aws.1.128.json
 create mode 100644 obsessiondb/results/20260918/aws.1.16.json
 create mode 100644 obsessiondb/results/20260918/aws.1.256.json
 create mode 100644 obsessiondb/results/20260918/aws.1.32.json
 create mode 100644 obsessiondb/results/20260918/aws.1.336.json
 create mode 100644 obsessiondb/results/20260918/aws.1.64.json
 create mode 100644 obsessiondb/results/20260918/aws.1.8.json
 create mode 100644 obsessiondb/results/20260918/aws.2.128.json
 create mode 100644 obsessiondb/results/20260918/aws.2.16.json
 create mode 100644 obsessiondb/results/20260918/aws.2.256.json
 create mode 100644 obsessiondb/results/20260918/aws.2.32.json
 create mode 100644 obsessiondb/results/20260918/aws.2.336.json
 create mode 100644 obsessiondb/results/20260918/aws.2.64.json
 create mode 100644 obsessiondb/results/20260918/aws.2.8.json
 create mode 100644 obsessiondb/results/20260918/aws.3.128.json
 create mode 100644 obsessiondb/results/20260918/aws.3.16.json
 create mode 100644 obsessiondb/results/20260918/aws.3.256.json
 create mode 100644 obsessiondb/results/20260918/aws.3.32.json
 create mode 100644 obsessiondb/results/20260918/aws.3.336.json
 create mode 100644 obsessiondb/results/20260918/aws.3.64.json
 create mode 100644 obsessiondb/results/20260918/aws.3.8.json
 create mode 100755 obsessiondb/run.sh

diff --git a/obsessiondb/benchmark.sh b/obsessiondb/benchmark.sh
new file mode 100755
index 0000000000..e1a6cf007b
--- /dev/null
+++ b/obsessiondb/benchmark.sh
@@ -0,0 +1,42 @@
+#!/bin/bash -e
+
+# Go to https://console.obsessiondb.com/ and claim a free dev instance.
+# To reproduce the sized results in results/, write to marc@obsessiondb.com and we will
+# grant you $500 of credits so you can run the benchmark on the same instance sizes.
+# The number of threads is "SELECT value FROM system.settings WHERE name = 'max_threads'".
+
+# Load the data
+
+# export FQDN=...
+# export PASSWORD=...
+
+clickhouse-client --host "$FQDN" --password "$PASSWORD" --secure < create.sql
+
+MAX_INSERT_THREADS=$(clickhouse-client --host "$FQDN" --password "$PASSWORD" --secure --query "SELECT intDiv(getSetting('max_threads'), 4)")
+
+# The source is spelled `urlCluster('cluster', ...)` on purpose. With parallel replicas enabled,
+# `parallel_distributed_insert_select = 2` (the default) forwards this INSERT SELECT to every replica
+# and hands the 100 files out through a task iterator, so each replica loads only its share.
+# Since ClickHouse 26.6 a plain `url(...)` is auto-converted to the cluster storage on the initiator,
+# but the forwarded query still says `url(...)`, and a plain `url(...)` on a replica ignores the task
+# iterator and reads all 100 files — every replica inserts the full dataset, and a service with N
+# replicas ends up with N copies of the data (the load time and query times grow accordingly).
+clickhouse-client --host "$FQDN" --password "$PASSWORD" --secure --time --enable-parallel-replicas 1 --max-insert-threads $MAX_INSERT_THREADS --query "
+  INSERT INTO hits SELECT * FROM urlCluster('cluster', 'https://datasets.clickhouse.com/hits_compatible/athena_partitioned/hits_{0..99}.parquet')
+"
+
+# Refuse to report results for a table that does not contain exactly the dataset.
+# A non-numeric last line makes collect-results.sh skip this run instead of publishing it.
+EXPECTED_ROWS=99997497
+ROWS=$(clickhouse-client --host "$FQDN" --password "$PASSWORD" --secure --query "SELECT count() FROM hits")
+if [ "$ROWS" != "$EXPECTED_ROWS" ]
+then
+    echo "Error: the table contains $ROWS rows, expected $EXPECTED_ROWS. Not running the queries." >&2
+    exit 1
+fi
+
+# Run the queries
+
+./run.sh
+
+clickhouse-client --host "$FQDN" --password "$PASSWORD" --secure --query "SELECT total_bytes FROM system.tables WHERE name = 'hits' AND database = 'default'"
diff --git a/obsessiondb/create.sql b/obsessiondb/create.sql
new file mode 100644
index 0000000000..1850bffedc
--- /dev/null
+++ b/obsessiondb/create.sql
@@ -0,0 +1,109 @@
+CREATE TABLE hits
+(
+    WatchID BIGINT NOT NULL,
+    JavaEnable SMALLINT NOT NULL,
+    Title TEXT NOT NULL,
+    GoodEvent SMALLINT NOT NULL,
+    EventTime TIMESTAMP NOT NULL,
+    EventDate Date NOT NULL,
+    CounterID INTEGER NOT NULL,
+    ClientIP INTEGER NOT NULL,
+    RegionID INTEGER NOT NULL,
+    UserID BIGINT NOT NULL,
+    CounterClass SMALLINT NOT NULL,
+    OS SMALLINT NOT NULL,
+    UserAgent SMALLINT NOT NULL,
+    URL TEXT NOT NULL,
+    Referer TEXT NOT NULL,
+    IsRefresh SMALLINT NOT NULL,
+    RefererCategoryID SMALLINT NOT NULL,
+    RefererRegionID INTEGER NOT NULL,
+    URLCategoryID SMALLINT NOT NULL,
+    URLRegionID INTEGER NOT NULL,
+    ResolutionWidth SMALLINT NOT NULL,
+    ResolutionHeight SMALLINT NOT NULL,
+    ResolutionDepth SMALLINT NOT NULL,
+    FlashMajor SMALLINT NOT NULL,
+    FlashMinor SMALLINT NOT NULL,
+    FlashMinor2 TEXT NOT NULL,
+    NetMajor SMALLINT NOT NULL,
+    NetMinor SMALLINT NOT NULL,
+    UserAgentMajor SMALLINT NOT NULL,
+    UserAgentMinor VARCHAR(255) NOT NULL,
+    CookieEnable SMALLINT NOT NULL,
+    JavascriptEnable SMALLINT NOT NULL,
+    IsMobile SMALLINT NOT NULL,
+    MobilePhone SMALLINT NOT NULL,
+    MobilePhoneModel TEXT NOT NULL,
+    Params TEXT NOT NULL,
+    IPNetworkID INTEGER NOT NULL,
+    TraficSourceID SMALLINT NOT NULL,
+    SearchEngineID SMALLINT NOT NULL,
+    SearchPhrase TEXT NOT NULL,
+    AdvEngineID SMALLINT NOT NULL,
+    IsArtifical SMALLINT NOT NULL,
+    WindowClientWidth SMALLINT NOT NULL,
+    WindowClientHeight SMALLINT NOT NULL,
+    ClientTimeZone SMALLINT NOT NULL,
+    ClientEventTime TIMESTAMP NOT NULL,
+    SilverlightVersion1 SMALLINT NOT NULL,
+    SilverlightVersion2 SMALLINT NOT NULL,
+    SilverlightVersion3 INTEGER NOT NULL,
+    SilverlightVersion4 SMALLINT NOT NULL,
+    PageCharset TEXT NOT NULL,
+    CodeVersion INTEGER NOT NULL,
+    IsLink SMALLINT NOT NULL,
+    IsDownload SMALLINT NOT NULL,
+    IsNotBounce SMALLINT NOT NULL,
+    FUniqID BIGINT NOT NULL,
+    OriginalURL TEXT NOT NULL,
+    HID INTEGER NOT NULL,
+    IsOldCounter SMALLINT NOT NULL,
+    IsEvent SMALLINT NOT NULL,
+    IsParameter SMALLINT NOT NULL,
+    DontCountHits SMALLINT NOT NULL,
+    WithHash SMALLINT NOT NULL,
+    HitColor CHAR NOT NULL,
+    LocalEventTime TIMESTAMP NOT NULL,
+    Age SMALLINT NOT NULL,
+    Sex SMALLINT NOT NULL,
+    Income SMALLINT NOT NULL,
+    Interests SMALLINT NOT NULL,
+    Robotness SMALLINT NOT NULL,
+    RemoteIP INTEGER NOT NULL,
+    WindowName INTEGER NOT NULL,
+    OpenerName INTEGER NOT NULL,
+    HistoryLength SMALLINT NOT NULL,
+    BrowserLanguage TEXT NOT NULL,
+    BrowserCountry TEXT NOT NULL,
+    SocialNetwork TEXT NOT NULL,
+    SocialAction TEXT NOT NULL,
+    HTTPError SMALLINT NOT NULL,
+    SendTiming INTEGER NOT NULL,
+    DNSTiming INTEGER NOT NULL,
+    ConnectTiming INTEGER NOT NULL,
+    ResponseStartTiming INTEGER NOT NULL,
+    ResponseEndTiming INTEGER NOT NULL,
+    FetchTiming INTEGER NOT NULL,
+    SocialSourceNetworkID SMALLINT NOT NULL,
+    SocialSourcePage TEXT NOT NULL,
+    ParamPrice BIGINT NOT NULL,
+    ParamOrderID TEXT NOT NULL,
+    ParamCurrency TEXT NOT NULL,
+    ParamCurrencyID SMALLINT NOT NULL,
+    OpenstatServiceName TEXT NOT NULL,
+    OpenstatCampaignID TEXT NOT NULL,
+    OpenstatAdID TEXT NOT NULL,
+    OpenstatSourceID TEXT NOT NULL,
+    UTMSource TEXT NOT NULL,
+    UTMMedium TEXT NOT NULL,
+    UTMCampaign TEXT NOT NULL,
+    UTMContent TEXT NOT NULL,
+    UTMTerm TEXT NOT NULL,
+    FromTag TEXT NOT NULL,
+    HasGCLID SMALLINT NOT NULL,
+    RefererHash BIGINT NOT NULL,
+    URLHash BIGINT NOT NULL,
+    CLID INTEGER NOT NULL,
+    PRIMARY KEY (CounterID, EventDate, UserID, EventTime, WatchID)
+);
diff --git a/obsessiondb/queries.sql b/obsessiondb/queries.sql
new file mode 100644
index 0000000000..31f65fc898
--- /dev/null
+++ b/obsessiondb/queries.sql
@@ -0,0 +1,43 @@
+SELECT COUNT(*) FROM hits;
+SELECT COUNT(*) FROM hits WHERE AdvEngineID <> 0;
+SELECT SUM(AdvEngineID), COUNT(*), AVG(ResolutionWidth) FROM hits;
+SELECT AVG(UserID) FROM hits;
+SELECT COUNT(DISTINCT UserID) FROM hits;
+SELECT COUNT(DISTINCT SearchPhrase) FROM hits;
+SELECT MIN(EventDate), MAX(EventDate) FROM hits;
+SELECT AdvEngineID, COUNT(*) FROM hits WHERE AdvEngineID <> 0 GROUP BY AdvEngineID ORDER BY COUNT(*) DESC;
+SELECT RegionID, COUNT(DISTINCT UserID) AS u FROM hits GROUP BY RegionID ORDER BY u DESC LIMIT 10;
+SELECT RegionID, SUM(AdvEngineID), COUNT(*) AS c, AVG(ResolutionWidth), COUNT(DISTINCT UserID) FROM hits GROUP BY RegionID ORDER BY c DESC LIMIT 10;
+SELECT MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;
+SELECT MobilePhone, MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10;
+SELECT SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT SearchPhrase, COUNT(DISTINCT UserID) AS u FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10;
+SELECT SearchEngineID, SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT UserID, COUNT(*) FROM hits GROUP BY UserID ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase LIMIT 10;
+SELECT UserID, extract(minute FROM EventTime) AS m, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, m, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID FROM hits WHERE UserID = 435090932899640449;
+SELECT COUNT(*) FROM hits WHERE URL LIKE '%google%';
+SELECT SearchPhrase, MIN(URL), COUNT(*) AS c FROM hits WHERE URL LIKE '%google%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT SearchPhrase, MIN(URL), MIN(Title), COUNT(*) AS c, COUNT(DISTINCT UserID) FROM hits WHERE Title LIKE '%Google%' AND URL NOT LIKE '%.google.%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT * FROM hits WHERE URL LIKE '%google%' ORDER BY EventTime LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10;
+SELECT CounterID, AVG(length(URL)) AS l, COUNT(*) AS c FROM hits WHERE URL <> '' GROUP BY CounterID HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
+SELECT REGEXP_REPLACE(Referer, '^https?://(?:www\.)?([^/]+)/.*$', '\1') AS k, AVG(length(Referer)) AS l, COUNT(*) AS c, MIN(Referer) FROM hits WHERE Referer <> '' GROUP BY k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
+SELECT SUM(ResolutionWidth), SUM(ResolutionWidth + 1), SUM(ResolutionWidth + 2), SUM(ResolutionWidth + 3), SUM(ResolutionWidth + 4), SUM(ResolutionWidth + 5), SUM(ResolutionWidth + 6), SUM(ResolutionWidth + 7), SUM(ResolutionWidth + 8), SUM(ResolutionWidth + 9), SUM(ResolutionWidth + 10), SUM(ResolutionWidth + 11), SUM(ResolutionWidth + 12), SUM(ResolutionWidth + 13), SUM(ResolutionWidth + 14), SUM(ResolutionWidth + 15), SUM(ResolutionWidth + 16), SUM(ResolutionWidth + 17), SUM(ResolutionWidth + 18), SUM(ResolutionWidth + 19), SUM(ResolutionWidth + 20), SUM(ResolutionWidth + 21), SUM(ResolutionWidth + 22), SUM(ResolutionWidth + 23), SUM(ResolutionWidth + 24), SUM(ResolutionWidth + 25), SUM(ResolutionWidth + 26), SUM(ResolutionWidth + 27), SUM(ResolutionWidth + 28), SUM(ResolutionWidth + 29), SUM(ResolutionWidth + 30), SUM(ResolutionWidth + 31), SUM(ResolutionWidth + 32), SUM(ResolutionWidth + 33), SUM(ResolutionWidth + 34), SUM(ResolutionWidth + 35), SUM(ResolutionWidth + 36), SUM(ResolutionWidth + 37), SUM(ResolutionWidth + 38), SUM(ResolutionWidth + 39), SUM(ResolutionWidth + 40), SUM(ResolutionWidth + 41), SUM(ResolutionWidth + 42), SUM(ResolutionWidth + 43), SUM(ResolutionWidth + 44), SUM(ResolutionWidth + 45), SUM(ResolutionWidth + 46), SUM(ResolutionWidth + 47), SUM(ResolutionWidth + 48), SUM(ResolutionWidth + 49), SUM(ResolutionWidth + 50), SUM(ResolutionWidth + 51), SUM(ResolutionWidth + 52), SUM(ResolutionWidth + 53), SUM(ResolutionWidth + 54), SUM(ResolutionWidth + 55), SUM(ResolutionWidth + 56), SUM(ResolutionWidth + 57), SUM(ResolutionWidth + 58), SUM(ResolutionWidth + 59), SUM(ResolutionWidth + 60), SUM(ResolutionWidth + 61), SUM(ResolutionWidth + 62), SUM(ResolutionWidth + 63), SUM(ResolutionWidth + 64), SUM(ResolutionWidth + 65), SUM(ResolutionWidth + 66), SUM(ResolutionWidth + 67), SUM(ResolutionWidth + 68), SUM(ResolutionWidth + 69), SUM(ResolutionWidth + 70), SUM(ResolutionWidth + 71), SUM(ResolutionWidth + 72), SUM(ResolutionWidth + 73), SUM(ResolutionWidth + 74), SUM(ResolutionWidth + 75), SUM(ResolutionWidth + 76), SUM(ResolutionWidth + 77), SUM(ResolutionWidth + 78), SUM(ResolutionWidth + 79), SUM(ResolutionWidth + 80), SUM(ResolutionWidth + 81), SUM(ResolutionWidth + 82), SUM(ResolutionWidth + 83), SUM(ResolutionWidth + 84), SUM(ResolutionWidth + 85), SUM(ResolutionWidth + 86), SUM(ResolutionWidth + 87), SUM(ResolutionWidth + 88), SUM(ResolutionWidth + 89) FROM hits;
+SELECT SearchEngineID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT URL, COUNT(*) AS c FROM hits GROUP BY URL ORDER BY c DESC LIMIT 10;
+SELECT 1, URL, COUNT(*) AS c FROM hits GROUP BY 1, URL ORDER BY c DESC LIMIT 10;
+SELECT ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3, COUNT(*) AS c FROM hits GROUP BY ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3 ORDER BY c DESC LIMIT 10;
+SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND DontCountHits = 0 AND IsRefresh = 0 AND URL <> '' GROUP BY URL ORDER BY PageViews DESC LIMIT 10;
+SELECT Title, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND DontCountHits = 0 AND IsRefresh = 0 AND Title <> '' GROUP BY Title ORDER BY PageViews DESC LIMIT 10;
+SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 AND IsLink <> 0 AND IsDownload = 0 GROUP BY URL ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT TraficSourceID, SearchEngineID, AdvEngineID, CASE WHEN (SearchEngineID = 0 AND AdvEngineID = 0) THEN Referer ELSE '' END AS Src, URL AS Dst, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT URLHash, EventDate, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 AND TraficSourceID IN (-1, 6) AND RefererHash = 3594120000172545465 GROUP BY URLHash, EventDate ORDER BY PageViews DESC LIMIT 10 OFFSET 100;
+SELECT WindowClientWidth, WindowClientHeight, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 AND DontCountHits = 0 AND URLHash = 2868770270353813622 GROUP BY WindowClientWidth, WindowClientHeight ORDER BY PageViews DESC LIMIT 10 OFFSET 10000;
+SELECT DATE_TRUNC('minute', EventTime) AS M, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-14' AND EventDate <= '2013-07-15' AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', EventTime) ORDER BY DATE_TRUNC('minute', EventTime) LIMIT 10 OFFSET 1000;
diff --git a/obsessiondb/results/20260917/dev.1.8.json b/obsessiondb/results/20260917/dev.1.8.json
new file mode 100644
index 0000000000..14f4edb433
--- /dev/null
+++ b/obsessiondb/results/20260917/dev.1.8.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (dev)",
+    "date": "2026-09-17",
+    "machine": "ObsessionDB: 8GiB (dev)",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "no-cold"],
+
+    "load_time": 313.941,
+    "data_size": 10229500818,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.020, 0.023, 0.017],
+[0.186, 0.109, 0.189],
+[0.207, 0.286, 0.204],
+[1.012, 1.069, 1.125],
+[1.485, 1.344, 1.201],
+[0.044, 0.023, 0.076],
+[0.022, 0.077, 0.023],
+[1.496, 1.362, 1.209],
+[1.494, 1.677, 1.540],
+[0.418, 0.378, 0.385],
+[0.613, 0.569, 0.608],
+[1.387, 1.512, 1.521],
+[3.740, 2.359, 2.088],
+[1.840, 1.889, 2.961],
+[1.114, 1.636, 1.922],
+[5.439, 5.561, 5.449],
+[3.975, 3.936, 4.136],
+[10.019, 9.374, 9.661],
+[0.044, 0.004, 0.004],
+[3.330, 1.507, 1.320],
+[3.787, 0.374, 0.322],
+[4.505, 2.006, 2.095],
+[1.667, 1.611, 1.603],
+[1.082, 1.001, 0.918],
+[0.694, 0.607, 0.684],
+[0.979, 0.997, 0.927],
+[1.075, 1.086, 1.010],
+[20.737, 20.722, 20.611],
+[0.119, 0.101, 0.103],
+[1.070, 1.076, 1.183],
+[1.873, 2.259, 2.792],
+[11.040, 10.762, 10.782],
+[11.925, 12.259, 12.575],
+[12.576, 12.282, 12.380],
+[0.842, 0.924, 1.256],
+[0.084, 0.089, 0.098],
+[0.035, 0.050, 0.036],
+[0.050, 0.032, 0.066],
+[0.160, 0.165, 0.165],
+[0.023, 0.019, 0.019],
+[0.033, 0.013, 0.016],
+[0.012, 0.049, 0.012]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.1.128.json b/obsessiondb/results/20260918/aws.1.128.json
new file mode 100644
index 0000000000..6d337e7bd3
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.1.128.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 128GiB",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 24.767,
+    "data_size": 10275280946,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.11, 0.022, 0.019],
+[0.026, 0.027, 0.029],
+[0.037, 0.092, 0.032],
+[0.096, 0.095, 0.088],
+[0.13, 0.115, 0.116],
+[0.023, 0.02, 0.021],
+[0.02, 0.02, 0.023],
+[0.216, 0.197, 0.198],
+[0.229, 0.238, 0.227],
+[0.105, 0.11, 0.095],
+[0.096, 0.096, 0.094],
+[0.162, 0.151, 0.146],
+[0.249, 0.253, 0.263],
+[0.189, 0.213, 0.207],
+[0.121, 0.14, 0.139],
+[0.372, 0.454, 0.409],
+[0.277, 0.273, 0.27],
+[0.669, 0.71, 0.706],
+[0.026, 0.002, 0.002],
+[0.351, 0.2, 0.186],
+[0.401, 0.068, 0.056],
+[0.437, 0.337, 0.265],
+[0.214, 0.21, 0.196],
+[0.127, 0.129, 0.128],
+[0.075, 0.07, 0.073],
+[0.12, 0.131, 0.139],
+[0.145, 0.146, 0.146],
+[2.198, 2.14, 2.108],
+[0.034, 0.029, 0.028],
+[0.12, 0.132, 0.133],
+[0.19, 0.198, 0.182],
+[0.869, 0.988, 0.909],
+[0.755, 0.727, 0.704],
+[0.713, 0.73, 0.721],
+[0.095, 0.109, 0.102],
+[0.025, 0.021, 0.02],
+[0.018, 0.016, 0.019],
+[0.016, 0.014, 0.015],
+[0.034, 0.035, 0.032],
+[0.013, 0.01, 0.01],
+[0.013, 0.009, 0.009],
+[0.008, 0.007, 0.007]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.1.16.json b/obsessiondb/results/20260918/aws.1.16.json
new file mode 100644
index 0000000000..3fc8ad5275
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.1.16.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 16GiB",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 189.073,
+    "data_size": 10227328677,
+
+    "result": [
+[0.005, 0.001, 0.001],
+[0.031, 0.025, 0.028],
+[0.091, 0.09, 0.085],
+[0.131, 0.128, 0.128],
+[0.547, 0.513, 0.488],
+[0.718, 0.687, 0.668],
+[0.043, 0.04, 0.033],
+[0.033, 0.035, 0.029],
+[0.818, 0.776, 0.802],
+[0.962, 1.009, 0.814],
+[0.236, 0.344, 0.275],
+[0.298, 0.317, 0.29],
+[0.748, 0.735, 0.693],
+[1.161, 1.165, 1.24],
+[1.038, 0.909, 0.873],
+[0.648, 0.733, 0.735],
+[2.018, 3.457, 3.387],
+[2.686, 2.601, 2.807],
+[5.026, 5.032, 5.167],
+[0.043, 0.002, 0.002],
+[1.626, 0.699, 0.705],
+[1.938, 0.194, 0.177],
+[2.291, 1.055, 1.05],
+[0.833, 0.83, 0.837],
+[0.552, 0.552, 0.542],
+[0.339, 0.339, 0.342],
+[0.534, 0.541, 0.542],
+[0.607, 0.603, 0.61],
+[14.623, 14.676, 14.702],
+[0.075, 0.068, 0.071],
+[0.616, 0.579, 0.638],
+[0.97, 0.907, 0.89],
+[6.254, 6.174, 6.451],
+[3.915, 7.0, 3.889],
+[6.977, 3.899, 7.038],
+[0.483, 0.473, 0.448],
+[0.053, 0.045, 0.045],
+[0.031, 0.028, 0.029],
+[0.026, 0.028, 0.026],
+[0.079, 0.08, 0.074],
+[0.019, 0.018, 0.015],
+[0.015, 0.014, 0.014],
+[0.011, 0.014, 0.011]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.1.256.json b/obsessiondb/results/20260918/aws.1.256.json
new file mode 100644
index 0000000000..91fdac267b
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.1.256.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 256GiB",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 14.29,
+    "data_size": 10285584723,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.295, 0.028, 0.025],
+[0.033, 0.032, 0.035],
+[0.035, 0.033, 0.034],
+[0.08, 0.073, 0.07],
+[0.092, 0.083, 0.083],
+[0.027, 0.03, 0.028],
+[0.026, 0.029, 0.028],
+[0.194, 0.196, 0.192],
+[0.214, 0.207, 0.203],
+[0.152, 0.168, 0.16],
+[0.1, 0.099, 0.101],
+[0.132, 0.124, 0.128],
+[0.191, 0.188, 0.191],
+[0.14, 0.16, 0.159],
+[0.079, 0.1, 0.106],
+[0.268, 0.307, 0.297],
+[0.212, 0.207, 0.207],
+[0.484, 0.607, 0.532],
+[0.025, 0.002, 0.002],
+[0.234, 0.261, 0.135],
+[0.247, 0.058, 0.042],
+[0.304, 0.205, 0.219],
+[0.189, 0.149, 0.155],
+[0.096, 0.092, 0.09],
+[0.057, 0.055, 0.057],
+[0.09, 0.106, 0.094],
+[0.14, 0.141, 0.138],
+[1.111, 1.111, 1.106],
+[0.039, 0.035, 0.035],
+[0.091, 0.1, 0.1],
+[0.148, 0.155, 0.142],
+[0.661, 0.855, 0.697],
+[0.503, 0.508, 0.513],
+[0.497, 0.502, 0.506],
+[0.067, 0.09, 0.085],
+[0.02, 0.021, 0.018],
+[0.017, 0.016, 0.016],
+[0.015, 0.015, 0.012],
+[0.031, 0.028, 0.03],
+[0.014, 0.01, 0.009],
+[0.009, 0.008, 0.008],
+[0.008, 0.007, 0.007]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.1.32.json b/obsessiondb/results/20260918/aws.1.32.json
new file mode 100644
index 0000000000..4b7f45eda9
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.1.32.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 32GiB",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 92.885,
+    "data_size": 10252477683,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.027, 0.021, 0.02],
+[0.052, 0.055, 0.052],
+[0.091, 0.135, 0.07],
+[0.282, 0.283, 0.289],
+[0.401, 0.415, 0.412],
+[0.029, 0.041, 0.028],
+[0.026, 0.025, 0.031],
+[0.434, 0.439, 0.449],
+[0.509, 0.516, 0.526],
+[0.187, 0.218, 0.191],
+[0.21, 0.214, 0.213],
+[0.561, 0.499, 0.521],
+[0.903, 0.847, 0.85],
+[0.64, 0.629, 0.615],
+[0.391, 0.411, 0.393],
+[1.136, 1.36, 1.212],
+[0.933, 1.023, 0.967],
+[2.208, 3.659, 3.592],
+[0.035, 0.002, 0.002],
+[0.961, 0.495, 0.53],
+[1.185, 0.133, 0.132],
+[1.436, 0.768, 1.246],
+[0.571, 0.517, 0.763],
+[0.352, 0.345, 0.369],
+[0.23, 0.211, 0.216],
+[0.477, 0.348, 0.364],
+[0.413, 0.409, 0.442],
+[9.121, 8.505, 8.471],
+[0.05, 0.046, 0.048],
+[0.364, 0.342, 0.335],
+[0.516, 0.543, 0.498],
+[4.009, 4.143, 4.107],
+[2.368, 2.371, 2.157],
+[2.166, 2.167, 2.178],
+[0.294, 0.364, 0.331],
+[0.042, 0.035, 0.035],
+[0.027, 0.023, 0.025],
+[0.023, 0.025, 0.021],
+[0.068, 0.067, 0.059],
+[0.017, 0.011, 0.011],
+[0.011, 0.01, 0.01],
+[0.009, 0.008, 0.008]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.1.336.json b/obsessiondb/results/20260918/aws.1.336.json
new file mode 100644
index 0000000000..d07b1195c4
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.1.336.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 336GiB",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 12.457,
+    "data_size": 10291764924,
+
+    "result": [
+[0.005, 0.001, 0.001],
+[0.14, 0.03, 0.026],
+[0.036, 0.038, 0.035],
+[0.039, 0.037, 0.034],
+[0.074, 0.071, 0.068],
+[0.08, 0.076, 0.076],
+[0.032, 0.034, 0.031],
+[0.03, 0.032, 0.029],
+[0.203, 0.206, 0.2],
+[0.326, 0.22, 0.219],
+[0.104, 0.107, 0.106],
+[0.094, 0.092, 0.095],
+[0.12, 0.115, 0.113],
+[0.178, 0.18, 0.176],
+[0.125, 0.137, 0.136],
+[0.078, 0.086, 0.087],
+[0.23, 0.35, 0.288],
+[0.207, 0.209, 0.211],
+[0.457, 0.661, 0.526],
+[0.025, 0.002, 0.002],
+[0.231, 0.291, 0.133],
+[0.235, 0.045, 0.039],
+[0.273, 0.441, 0.207],
+[0.155, 0.156, 0.147],
+[0.091, 0.088, 0.089],
+[0.056, 0.056, 0.054],
+[0.089, 0.091, 0.089],
+[0.141, 0.144, 0.143],
+[0.857, 0.855, 0.85],
+[0.042, 0.039, 0.038],
+[0.093, 0.092, 0.093],
+[0.159, 0.173, 0.153],
+[0.614, 1.109, 0.78],
+[0.488, 0.49, 0.483],
+[0.476, 0.491, 0.491],
+[0.068, 0.076, 0.077],
+[0.027, 0.025, 0.022],
+[0.019, 0.017, 0.018],
+[0.022, 0.016, 0.016],
+[0.034, 0.033, 0.037],
+[0.015, 0.011, 0.011],
+[0.013, 0.01, 0.013],
+[0.011, 0.008, 0.009]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.1.64.json b/obsessiondb/results/20260918/aws.1.64.json
new file mode 100644
index 0000000000..5706b873e2
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.1.64.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 64GiB",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 46.172,
+    "data_size": 10263369962,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.105, 0.019, 0.017],
+[0.033, 0.032, 0.034],
+[0.056, 0.041, 0.042],
+[0.139, 0.142, 0.139],
+[0.216, 0.204, 0.2],
+[0.021, 0.019, 0.018],
+[0.018, 0.019, 0.023],
+[0.317, 0.332, 0.287],
+[0.342, 0.321, 0.329],
+[0.122, 0.12, 0.12],
+[0.139, 0.133, 0.13],
+[0.253, 0.247, 0.252],
+[0.458, 0.437, 0.449],
+[0.379, 0.416, 0.369],
+[0.201, 0.244, 0.241],
+[0.669, 0.815, 0.801],
+[0.455, 0.483, 0.727],
+[1.285, 1.421, 1.295],
+[0.04, 0.002, 0.002],
+[0.632, 0.324, 0.309],
+[0.653, 0.126, 0.124],
+[0.794, 0.43, 0.485],
+[0.376, 0.291, 0.305],
+[0.196, 0.204, 0.196],
+[0.118, 0.14, 0.114],
+[0.193, 0.205, 0.211],
+[0.219, 0.588, 0.211],
+[4.391, 4.379, 4.298],
+[0.039, 0.035, 0.033],
+[0.204, 0.229, 0.208],
+[0.305, 0.3, 0.271],
+[1.225, 2.302, 2.65],
+[1.408, 1.281, 1.263],
+[1.409, 1.426, 1.258],
+[0.15, 0.193, 0.199],
+[0.031, 0.029, 0.024],
+[0.023, 0.022, 0.019],
+[0.019, 0.018, 0.016],
+[0.05, 0.047, 0.042],
+[0.026, 0.017, 0.02],
+[0.023, 0.012, 0.012],
+[0.014, 0.019, 0.009]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.1.8.json b/obsessiondb/results/20260918/aws.1.8.json
new file mode 100644
index 0000000000..dbf2a71a05
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.1.8.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 8GiB",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 233.909,
+    "data_size": 10228522219,
+
+    "result": [
+[0.005, 0.001, 0.001],
+[0.056, 0.04, 0.042],
+[0.193, 0.194, 0.186],
+[0.311, 0.307, 0.339],
+[1.48, 1.415, 1.377],
+[1.742, 1.755, 1.634],
+[0.098, 0.099, 0.089],
+[0.07, 0.076, 0.067],
+[2.129, 2.014, 1.932],
+[2.284, 2.378, 2.473],
+[0.588, 0.719, 0.546],
+[0.951, 0.694, 0.634],
+[2.005, 2.532, 2.105],
+[6.284, 5.67, 5.896],
+[2.495, 5.433, 3.297],
+[3.676, 4.202, 2.9],
+[10.493, 10.668, 10.159],
+[7.956, 7.642, 5.1],
+[10.222, 10.15, 9.787],
+[0.072, 0.003, 0.002],
+[3.109, 1.286, 1.276],
+[3.734, 0.343, 0.34],
+[4.375, 2.022, 1.985],
+[1.54, 1.513, 1.529],
+[1.008, 1.018, 1.008],
+[0.651, 0.64, 0.655],
+[1.012, 1.021, 1.024],
+[1.151, 1.138, 1.141],
+[29.207, 29.344, 29.319],
+[0.14, 0.155, 0.122],
+[1.209, 1.159, 1.123],
+[1.704, 2.496, 2.435],
+[11.968, 12.128, 11.906],
+[12.373, 12.238, 12.366],
+[12.367, 12.322, 12.42],
+[0.881, 1.054, 0.974],
+[0.09, 0.087, 0.085],
+[0.048, 0.052, 0.047],
+[0.053, 0.053, 0.065],
+[0.21, 0.19, 0.192],
+[0.035, 0.034, 0.03],
+[0.026, 0.028, 0.024],
+[0.02, 0.02, 0.024]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.2.128.json b/obsessiondb/results/20260918/aws.2.128.json
new file mode 100644
index 0000000000..352a66b541
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.2.128.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 128GiB",
+    "cluster_size": 2,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 14.513,
+    "data_size": 10275880995,
+
+    "result": [
+[0.005, 0.001, 0.001],
+[0.022, 0.019, 0.019],
+[0.029, 0.029, 0.026],
+[0.048, 0.038, 0.085],
+[0.098, 0.095, 0.087],
+[0.127, 0.12, 0.117],
+[0.036, 0.021, 0.021],
+[0.021, 0.022, 0.018],
+[0.216, 0.201, 0.195],
+[0.248, 0.257, 0.246],
+[0.106, 0.106, 0.101],
+[0.103, 0.101, 0.099],
+[0.158, 0.158, 0.149],
+[0.253, 0.247, 0.242],
+[0.181, 0.214, 0.197],
+[0.112, 0.124, 0.117],
+[0.353, 0.448, 0.381],
+[0.264, 0.266, 0.286],
+[0.608, 0.748, 0.744],
+[0.032, 0.003, 0.003],
+[0.328, 0.198, 0.197],
+[0.366, 0.108, 0.084],
+[0.425, 0.272, 0.277],
+[0.235, 0.216, 0.237],
+[0.124, 0.123, 0.12],
+[0.077, 0.078, 0.11],
+[0.125, 0.122, 0.126],
+[0.143, 0.136, 0.136],
+[1.95, 1.994, 1.989],
+[0.608, 0.033, 0.03],
+[0.119, 0.133, 0.134],
+[0.189, 0.205, 0.193],
+[0.878, 1.023, 0.868],
+[0.748, 0.747, 0.74],
+[0.88, 0.711, 0.713],
+[0.096, 0.109, 0.109],
+[0.027, 0.021, 0.029],
+[0.019, 0.019, 0.016],
+[0.016, 0.016, 0.015],
+[0.043, 0.039, 0.034],
+[0.013, 0.011, 0.013],
+[0.013, 0.009, 0.01],
+[0.009, 0.007, 0.007]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.2.16.json b/obsessiondb/results/20260918/aws.2.16.json
new file mode 100644
index 0000000000..173bc03261
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.2.16.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 16GiB",
+    "cluster_size": 2,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 96.21,
+    "data_size": 10238770418,
+
+    "result": [
+[0.018, 0.001, 0.001],
+[0.049, 0.034, 0.035],
+[0.102, 0.094, 0.09],
+[0.152, 0.129, 0.135],
+[0.529, 0.548, 0.645],
+[0.765, 0.738, 0.668],
+[0.054, 0.05, 0.047],
+[0.038, 0.038, 0.038],
+[0.83, 0.795, 0.693],
+[0.807, 0.803, 0.792],
+[0.257, 0.254, 0.345],
+[0.434, 0.296, 0.3],
+[0.783, 0.748, 0.737],
+[1.361, 1.174, 1.139],
+[1.276, 1.312, 1.228],
+[0.942, 0.974, 0.92],
+[2.565, 4.419, 3.467],
+[2.75, 2.754, 2.614],
+[5.263, 5.531, 5.36],
+[0.048, 0.002, 0.002],
+[1.633, 0.7, 0.69],
+[1.972, 0.186, 0.196],
+[2.317, 1.057, 1.057],
+[0.836, 0.843, 0.854],
+[0.55, 0.557, 0.682],
+[0.343, 0.346, 0.345],
+[0.552, 0.548, 0.545],
+[0.623, 0.615, 0.607],
+[14.668, 14.669, 14.656],
+[0.627, 0.071, 0.067],
+[0.573, 0.571, 0.562],
+[0.885, 1.035, 0.892],
+[6.703, 6.302, 6.643],
+[3.904, 6.685, 3.999],
+[4.014, 6.843, 6.782],
+[0.479, 0.476, 0.441],
+[0.052, 0.047, 0.047],
+[0.031, 0.028, 0.03],
+[0.027, 0.027, 0.028],
+[0.096, 0.083, 0.084],
+[0.026, 0.021, 0.02],
+[0.015, 0.016, 0.015],
+[0.015, 0.017, 0.013]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.2.256.json b/obsessiondb/results/20260918/aws.2.256.json
new file mode 100644
index 0000000000..df60f8c6c6
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.2.256.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 256GiB",
+    "cluster_size": 2,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 11.743,
+    "data_size": 10270900261,
+
+    "result": [
+[0.005, 0.001, 0.001],
+[0.027, 0.029, 0.024],
+[0.034, 0.036, 0.034],
+[0.049, 0.036, 0.033],
+[0.073, 0.068, 0.066],
+[0.09, 0.087, 0.088],
+[0.038, 0.03, 0.028],
+[0.026, 0.025, 0.028],
+[0.198, 0.203, 0.185],
+[0.222, 0.207, 0.218],
+[0.158, 0.147, 0.133],
+[0.116, 0.094, 0.096],
+[0.126, 0.12, 0.123],
+[0.195, 0.186, 0.184],
+[0.139, 0.159, 0.16],
+[0.079, 0.096, 0.098],
+[0.265, 0.309, 0.281],
+[0.203, 0.204, 0.206],
+[0.458, 0.579, 0.511],
+[0.024, 0.003, 0.002],
+[0.222, 0.15, 0.141],
+[0.253, 0.047, 0.045],
+[0.286, 0.212, 0.197],
+[0.153, 0.157, 0.165],
+[0.095, 0.095, 0.098],
+[0.06, 0.06, 0.061],
+[0.094, 0.098, 0.099],
+[0.144, 0.14, 0.138],
+[1.127, 1.067, 1.065],
+[0.604, 0.038, 0.035],
+[0.099, 0.098, 0.101],
+[0.148, 0.165, 0.161],
+[0.658, 0.882, 0.723],
+[0.496, 0.51, 0.517],
+[0.523, 0.516, 0.515],
+[0.066, 0.085, 0.089],
+[0.021, 0.028, 0.025],
+[0.017, 0.02, 0.018],
+[0.019, 0.018, 0.016],
+[0.048, 0.036, 0.036],
+[0.014, 0.012, 0.013],
+[0.013, 0.01, 0.01],
+[0.009, 0.008, 0.008]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.2.32.json b/obsessiondb/results/20260918/aws.2.32.json
new file mode 100644
index 0000000000..1da3edfdcf
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.2.32.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 32GiB",
+    "cluster_size": 2,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 57.14,
+    "data_size": 10257193812,
+
+    "result": [
+[0.005, 0.001, 0.001],
+[0.023, 0.02, 0.021],
+[0.051, 0.051, 0.049],
+[0.088, 0.079, 0.069],
+[0.296, 0.349, 0.346],
+[0.46, 0.373, 0.369],
+[0.037, 0.029, 0.03],
+[0.023, 0.025, 0.023],
+[0.398, 0.41, 0.473],
+[0.488, 0.509, 0.512],
+[0.194, 0.227, 0.221],
+[0.282, 0.248, 0.224],
+[0.573, 0.549, 0.712],
+[0.906, 0.838, 0.927],
+[0.656, 0.97, 0.649],
+[0.467, 0.511, 0.491],
+[1.164, 1.461, 1.415],
+[0.833, 1.492, 0.96],
+[2.258, 3.48, 3.934],
+[0.041, 0.002, 0.002],
+[0.995, 0.597, 0.492],
+[1.15, 0.147, 0.132],
+[1.337, 0.658, 0.674],
+[0.535, 0.526, 0.513],
+[0.36, 0.34, 0.349],
+[0.206, 0.223, 0.201],
+[0.321, 0.33, 0.352],
+[0.43, 0.478, 0.336],
+[7.392, 7.392, 7.402],
+[0.606, 0.047, 0.044],
+[0.306, 0.307, 0.299],
+[0.486, 0.519, 0.489],
+[3.617, 3.606, 3.676],
+[2.121, 2.161, 2.249],
+[2.23, 2.001, 2.15],
+[0.278, 0.319, 0.284],
+[0.036, 0.03, 0.032],
+[0.026, 0.024, 0.022],
+[0.019, 0.019, 0.02],
+[0.067, 0.049, 0.051],
+[0.013, 0.011, 0.012],
+[0.011, 0.012, 0.011],
+[0.009, 0.008, 0.009]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.2.336.json b/obsessiondb/results/20260918/aws.2.336.json
new file mode 100644
index 0000000000..9cf121721d
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.2.336.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 336GiB",
+    "cluster_size": 2,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 11.183,
+    "data_size": 10277530298,
+
+    "result": [
+[0.005, 0.001, 0.001],
+[0.035, 0.028, 0.026],
+[0.039, 0.037, 0.036],
+[0.055, 0.036, 0.035],
+[0.079, 0.071, 0.073],
+[0.088, 0.091, 0.088],
+[0.045, 0.031, 0.031],
+[0.032, 0.029, 0.029],
+[0.206, 0.188, 0.181],
+[0.198, 0.198, 0.201],
+[0.112, 0.111, 0.108],
+[0.099, 0.092, 0.098],
+[0.132, 0.127, 0.126],
+[0.19, 0.184, 0.18],
+[0.137, 0.142, 0.142],
+[0.08, 0.084, 0.088],
+[0.235, 0.373, 0.307],
+[0.226, 0.219, 0.214],
+[0.452, 0.664, 0.52],
+[0.025, 0.002, 0.002],
+[0.227, 0.164, 0.169],
+[0.248, 0.052, 0.127],
+[0.319, 0.23, 0.227],
+[0.232, 0.197, 0.202],
+[0.093, 0.092, 0.095],
+[0.064, 0.062, 0.066],
+[0.093, 0.093, 0.093],
+[0.148, 0.14, 0.143],
+[0.879, 0.914, 0.868],
+[0.612, 0.042, 0.04],
+[0.094, 0.103, 0.1],
+[0.158, 0.197, 0.178],
+[0.625, 1.083, 0.824],
+[0.497, 0.493, 0.5],
+[0.489, 0.496, 0.491],
+[0.07, 0.075, 0.078],
+[0.025, 0.024, 0.021],
+[0.019, 0.019, 0.019],
+[0.025, 0.017, 0.015],
+[0.046, 0.037, 0.038],
+[0.014, 0.012, 0.014],
+[0.013, 0.011, 0.011],
+[0.013, 0.009, 0.009]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.2.64.json b/obsessiondb/results/20260918/aws.2.64.json
new file mode 100644
index 0000000000..687471c736
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.2.64.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 64GiB",
+    "cluster_size": 2,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 27.256,
+    "data_size": 10273329642,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.02, 0.017, 0.017],
+[0.03, 0.03, 0.032],
+[0.066, 0.046, 0.04],
+[0.132, 0.131, 0.124],
+[0.189, 0.2, 0.187],
+[0.033, 0.019, 0.018],
+[0.017, 0.017, 0.019],
+[0.277, 0.256, 0.258],
+[0.295, 0.295, 0.3],
+[0.112, 0.124, 0.111],
+[0.126, 0.125, 0.132],
+[0.237, 0.229, 0.222],
+[0.376, 0.371, 0.372],
+[0.272, 0.322, 0.303],
+[0.181, 0.21, 0.199],
+[0.615, 0.686, 0.585],
+[0.401, 0.403, 0.437],
+[1.104, 1.212, 1.674],
+[0.039, 0.003, 0.002],
+[0.535, 0.31, 0.272],
+[0.576, 0.08, 0.083],
+[0.683, 0.371, 0.535],
+[0.474, 0.296, 0.284],
+[0.186, 0.184, 0.18],
+[0.111, 0.115, 0.106],
+[0.203, 0.182, 0.181],
+[0.189, 0.191, 0.186],
+[3.788, 3.762, 3.785],
+[0.598, 0.034, 0.032],
+[0.181, 0.198, 0.186],
+[0.284, 0.276, 0.443],
+[1.072, 2.289, 2.292],
+[1.243, 1.138, 1.231],
+[1.223, 1.166, 1.187],
+[0.144, 0.216, 0.17],
+[0.03, 0.026, 0.028],
+[0.02, 0.03, 0.02],
+[0.026, 0.064, 0.042],
+[0.13, 0.048, 0.038],
+[0.015, 0.013, 0.013],
+[0.019, 0.009, 0.009],
+[0.009, 0.008, 0.007]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.2.8.json b/obsessiondb/results/20260918/aws.2.8.json
new file mode 100644
index 0000000000..1965c8ad8e
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.2.8.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 8GiB",
+    "cluster_size": 2,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 104.793,
+    "data_size": 10236793760,
+
+    "result": [
+[0.003, 0.001, 0.001],
+[0.052, 0.038, 0.036],
+[0.148, 0.134, 0.137],
+[0.229, 0.2, 0.191],
+[0.934, 0.986, 1.022],
+[1.211, 1.561, 1.665],
+[0.083, 0.072, 0.085],
+[0.089, 0.071, 0.066],
+[2.428, 1.843, 1.9],
+[2.76, 2.448, 2.486],
+[0.623, 0.546, 0.56],
+[0.692, 0.787, 0.642],
+[2.091, 2.268, 2.481],
+[5.854, 6.162, 5.651],
+[2.524, 4.347, 2.472],
+[2.46, 2.89, 2.819],
+[10.412, 10.285, 10.451],
+[5.202, 4.793, 6.713],
+[11.712, 9.675, 9.87],
+[0.068, 0.002, 0.002],
+[3.088, 1.295, 1.303],
+[3.749, 0.355, 0.322],
+[4.442, 1.99, 1.996],
+[1.548, 1.525, 1.539],
+[1.019, 1.002, 0.997],
+[0.644, 0.655, 0.644],
+[0.998, 1.003, 1.005],
+[1.166, 1.165, 1.165],
+[29.201, 29.356, 29.342],
+[0.764, 0.124, 0.124],
+[1.147, 1.158, 1.199],
+[1.494, 2.663, 2.615],
+[11.853, 12.044, 11.777],
+[12.512, 12.462, 12.735],
+[12.462, 12.432, 12.744],
+[0.876, 1.051, 1.003],
+[0.137, 0.115, 0.108],
+[0.068, 0.055, 0.061],
+[0.054, 0.051, 0.051],
+[0.195, 0.175, 0.155],
+[0.032, 0.025, 0.027],
+[0.027, 0.027, 0.025],
+[0.02, 0.019, 0.02]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.3.128.json b/obsessiondb/results/20260918/aws.3.128.json
new file mode 100644
index 0000000000..42352569ab
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.3.128.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 128GiB",
+    "cluster_size": 3,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 12.251,
+    "data_size": 10243502580,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.026, 0.019, 0.018],
+[0.028, 0.031, 0.032],
+[0.037, 0.04, 0.031],
+[0.11, 0.098, 0.097],
+[0.127, 0.121, 0.122],
+[0.024, 0.021, 0.021],
+[0.02, 0.031, 0.023],
+[0.206, 0.21, 0.198],
+[0.223, 0.222, 0.24],
+[0.105, 0.104, 0.105],
+[0.103, 0.099, 0.103],
+[0.163, 0.155, 0.156],
+[0.251, 0.255, 0.247],
+[0.18, 0.217, 0.201],
+[0.111, 0.128, 0.124],
+[0.375, 0.439, 0.389],
+[0.28, 0.279, 0.273],
+[0.614, 0.756, 0.689],
+[0.03, 0.002, 0.002],
+[0.319, 0.179, 0.196],
+[0.515, 0.091, 0.082],
+[0.447, 0.293, 0.275],
+[0.219, 0.212, 0.211],
+[0.123, 0.121, 0.131],
+[0.084, 0.081, 0.085],
+[0.123, 0.129, 0.126],
+[0.14, 0.138, 0.14],
+[2.016, 2.016, 1.989],
+[0.034, 0.031, 0.03],
+[0.122, 0.129, 0.128],
+[0.18, 0.206, 0.192],
+[0.877, 0.941, 0.919],
+[0.756, 0.742, 0.749],
+[0.74, 0.697, 0.707],
+[0.102, 0.11, 0.103],
+[0.029, 0.025, 0.025],
+[0.019, 0.02, 0.017],
+[0.018, 0.017, 0.016],
+[0.04, 0.04, 0.039],
+[0.011, 0.011, 0.014],
+[0.009, 0.009, 0.008],
+[0.007, 0.007, 0.007]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.3.16.json b/obsessiondb/results/20260918/aws.3.16.json
new file mode 100644
index 0000000000..4f179fdaf0
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.3.16.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 16GiB",
+    "cluster_size": 3,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 65.302,
+    "data_size": 10246152382,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.037, 0.029, 0.031],
+[0.101, 0.09, 0.087],
+[0.146, 0.136, 0.131],
+[0.454, 0.428, 0.394],
+[0.611, 0.721, 0.672],
+[0.039, 0.044, 0.036],
+[0.039, 0.037, 0.034],
+[0.803, 0.903, 0.907],
+[0.972, 0.973, 0.963],
+[0.315, 0.301, 0.308],
+[0.355, 0.385, 0.422],
+[0.906, 0.898, 1.001],
+[1.767, 1.625, 1.67],
+[1.73, 1.562, 1.624],
+[1.106, 1.426, 1.243],
+[3.59, 5.558, 4.679],
+[3.455, 3.476, 3.297],
+[7.441, 7.284, 7.072],
+[0.06, 0.002, 0.002],
+[1.826, 0.812, 0.819],
+[2.305, 0.185, 0.181],
+[2.669, 1.645, 1.257],
+[1.406, 1.02, 0.959],
+[0.657, 0.682, 0.678],
+[0.449, 0.419, 0.413],
+[0.62, 0.581, 0.547],
+[0.618, 0.623, 0.619],
+[14.664, 14.732, 14.691],
+[0.076, 0.069, 0.072],
+[0.577, 0.576, 0.63],
+[0.903, 0.864, 0.93],
+[6.365, 6.365, 6.383],
+[6.966, 6.777, 3.929],
+[7.231, 6.799, 6.592],
+[0.485, 0.471, 0.528],
+[0.081, 0.064, 0.06],
+[0.038, 0.038, 0.036],
+[0.035, 0.035, 0.033],
+[0.101, 0.125, 0.109],
+[0.022, 0.018, 0.017],
+[0.016, 0.016, 0.017],
+[0.015, 0.013, 0.013]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.3.256.json b/obsessiondb/results/20260918/aws.3.256.json
new file mode 100644
index 0000000000..7a103adcaf
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.3.256.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 256GiB",
+    "cluster_size": 3,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 11.806,
+    "data_size": 10254045985,
+
+    "result": [
+[0.003, 0.001, 0.001],
+[0.12, 0.027, 0.025],
+[0.034, 0.031, 0.034],
+[0.033, 0.077, 0.049],
+[0.074, 0.068, 0.067],
+[0.097, 0.098, 0.095],
+[0.028, 0.028, 0.026],
+[0.027, 0.027, 0.029],
+[0.202, 0.185, 0.181],
+[0.198, 0.205, 0.199],
+[0.196, 0.102, 0.151],
+[0.089, 0.097, 0.102],
+[0.135, 0.131, 0.141],
+[0.202, 0.194, 0.194],
+[0.138, 0.162, 0.162],
+[0.081, 0.095, 0.098],
+[0.269, 0.315, 0.288],
+[0.208, 0.206, 0.217],
+[0.483, 0.599, 0.522],
+[0.023, 0.002, 0.002],
+[0.241, 0.166, 0.188],
+[0.266, 0.077, 0.089],
+[0.339, 0.259, 0.265],
+[0.258, 0.198, 0.239],
+[0.099, 0.103, 0.111],
+[0.069, 0.064, 0.067],
+[0.098, 0.106, 0.104],
+[0.141, 0.143, 0.142],
+[1.124, 1.139, 1.14],
+[0.04, 0.036, 0.036],
+[0.105, 0.103, 0.103],
+[0.178, 0.257, 0.196],
+[0.66, 0.905, 0.735],
+[0.544, 0.519, 0.517],
+[0.531, 0.528, 0.537],
+[0.076, 0.093, 0.089],
+[0.022, 0.023, 0.02],
+[0.015, 0.015, 0.015],
+[0.015, 0.016, 0.013],
+[0.033, 0.033, 0.036],
+[0.011, 0.009, 0.009],
+[0.016, 0.008, 0.008],
+[0.009, 0.006, 0.006]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.3.32.json b/obsessiondb/results/20260918/aws.3.32.json
new file mode 100644
index 0000000000..8a1d73f731
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.3.32.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 32GiB",
+    "cluster_size": 3,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 35.215,
+    "data_size": 10266975056,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.023, 0.02, 0.019],
+[0.049, 0.053, 0.047],
+[0.08, 0.075, 0.071],
+[0.276, 0.272, 0.277],
+[0.353, 0.349, 0.355],
+[0.027, 0.027, 0.025],
+[0.022, 0.024, 0.022],
+[0.387, 0.404, 0.411],
+[0.464, 0.442, 0.44],
+[0.168, 0.163, 0.16],
+[0.187, 0.18, 0.192],
+[0.449, 0.43, 0.436],
+[0.764, 0.749, 0.769],
+[0.535, 0.591, 0.59],
+[0.439, 0.487, 0.417],
+[1.08, 1.226, 1.217],
+[0.867, 0.83, 0.77],
+[2.093, 3.203, 3.224],
+[0.04, 0.002, 0.002],
+[0.882, 0.451, 0.426],
+[1.02, 0.159, 0.159],
+[1.263, 0.729, 0.624],
+[0.492, 0.47, 0.469],
+[0.326, 0.336, 0.322],
+[0.184, 0.186, 0.181],
+[0.331, 0.326, 0.324],
+[0.333, 0.335, 0.329],
+[7.424, 7.39, 7.389],
+[0.048, 0.044, 0.045],
+[0.304, 0.304, 0.304],
+[0.441, 0.497, 0.429],
+[3.527, 3.554, 3.568],
+[2.119, 2.281, 2.165],
+[2.067, 2.236, 2.212],
+[0.284, 0.388, 0.371],
+[0.051, 0.041, 0.038],
+[0.032, 0.029, 0.026],
+[0.026, 0.041, 0.025],
+[0.071, 0.059, 0.06],
+[0.056, 0.099, 0.06],
+[0.077, 0.046, 0.012],
+[0.011, 0.01, 0.01]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.3.336.json b/obsessiondb/results/20260918/aws.3.336.json
new file mode 100644
index 0000000000..bf110a30bb
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.3.336.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 336GiB",
+    "cluster_size": 3,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 10.521,
+    "data_size": 10267815898,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.038, 0.031, 0.034],
+[0.043, 0.04, 0.04],
+[0.043, 0.038, 0.037],
+[0.081, 0.072, 0.074],
+[0.093, 0.092, 0.086],
+[0.038, 0.032, 0.032],
+[0.037, 0.033, 0.031],
+[0.217, 0.202, 0.241],
+[0.239, 0.213, 0.213],
+[0.116, 0.119, 0.11],
+[0.105, 0.103, 0.1],
+[0.137, 0.135, 0.13],
+[0.187, 0.189, 0.187],
+[0.137, 0.151, 0.147],
+[0.084, 0.096, 0.09],
+[0.248, 0.371, 0.307],
+[0.234, 0.235, 0.225],
+[0.475, 0.653, 0.531],
+[0.026, 0.002, 0.002],
+[0.23, 0.181, 0.173],
+[0.276, 0.088, 0.071],
+[0.315, 0.301, 0.258],
+[0.22, 0.226, 0.235],
+[0.106, 0.25, 0.104],
+[0.069, 0.067, 0.067],
+[0.1, 0.103, 0.103],
+[0.154, 0.152, 0.146],
+[0.885, 0.938, 0.911],
+[0.043, 0.04, 0.039],
+[0.104, 0.1, 0.1],
+[0.193, 0.218, 0.202],
+[0.632, 1.075, 0.772],
+[0.492, 0.482, 0.488],
+[0.604, 0.482, 0.487],
+[0.08, 0.074, 0.08],
+[0.022, 0.023, 0.02],
+[0.016, 0.016, 0.016],
+[0.014, 0.016, 0.013],
+[0.036, 0.034, 0.036],
+[0.011, 0.009, 0.01],
+[0.008, 0.008, 0.008],
+[0.01, 0.009, 0.006]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.3.64.json b/obsessiondb/results/20260918/aws.3.64.json
new file mode 100644
index 0000000000..58939c7ee3
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.3.64.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 64GiB",
+    "cluster_size": 3,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 18.385,
+    "data_size": 10272217781,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.019, 0.017, 0.017],
+[0.03, 0.03, 0.032],
+[0.05, 0.042, 0.044],
+[0.134, 0.129, 0.123],
+[0.183, 0.182, 0.178],
+[0.022, 0.018, 0.018],
+[0.019, 0.018, 0.02],
+[0.284, 0.257, 0.277],
+[0.298, 0.295, 0.298],
+[0.111, 0.109, 0.113],
+[0.122, 0.124, 0.129],
+[0.226, 0.217, 0.222],
+[0.39, 0.371, 0.375],
+[0.282, 0.336, 0.311],
+[0.169, 0.188, 0.187],
+[0.53, 0.707, 0.627],
+[0.449, 0.454, 0.414],
+[1.097, 1.232, 1.059],
+[0.033, 0.002, 0.004],
+[0.521, 0.27, 0.258],
+[0.586, 0.082, 0.084],
+[0.677, 0.391, 0.648],
+[0.308, 0.28, 0.297],
+[0.194, 0.198, 0.193],
+[0.109, 0.111, 0.109],
+[0.187, 0.189, 0.193],
+[0.191, 0.19, 0.188],
+[3.792, 3.759, 3.738],
+[0.038, 0.032, 0.032],
+[0.181, 0.197, 0.187],
+[0.266, 0.28, 0.266],
+[1.1, 2.148, 2.225],
+[1.243, 1.13, 1.144],
+[1.14, 1.184, 1.29],
+[0.143, 0.184, 0.169],
+[0.038, 0.027, 0.025],
+[0.021, 0.022, 0.02],
+[0.021, 0.019, 0.016],
+[0.051, 0.043, 0.041],
+[0.017, 0.016, 0.012],
+[0.013, 0.01, 0.01],
+[0.015, 0.01, 0.011]
+]
+}
+
diff --git a/obsessiondb/results/20260918/aws.3.8.json b/obsessiondb/results/20260918/aws.3.8.json
new file mode 100644
index 0000000000..6bbb98a88e
--- /dev/null
+++ b/obsessiondb/results/20260918/aws.3.8.json
@@ -0,0 +1,63 @@
+
+{
+    "system": "ObsessionDB (aws)",
+    "date": "2026-09-18",
+    "machine": "ObsessionDB: 8GiB",
+    "cluster_size": 3,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "comment": "",
+
+    "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws", "no-cold"],
+
+    "load_time": 72.008,
+    "data_size": 10237660518,
+
+    "result": [
+[0.004, 0.001, 0.001],
+[0.075, 0.068, 0.052],
+[0.27, 0.238, 0.228],
+[0.292, 0.241, 0.257],
+[1.688, 1.541, 0.921],
+[1.249, 1.155, 1.14],
+[0.047, 0.044, 0.044],
+[0.045, 0.04, 0.041],
+[1.344, 1.308, 1.25],
+[1.475, 1.521, 1.666],
+[0.486, 0.438, 0.434],
+[0.506, 0.518, 0.503],
+[1.457, 1.311, 1.577],
+[2.322, 3.816, 2.452],
+[1.897, 1.908, 3.187],
+[1.439, 1.948, 1.752],
+[6.058, 6.063, 5.901],
+[4.783, 4.629, 4.716],
+[9.997, 9.948, 9.654],
+[0.067, 0.002, 0.002],
+[3.089, 1.284, 1.261],
+[3.76, 0.323, 0.321],
+[4.426, 2.0, 1.996],
+[1.531, 1.525, 1.514],
+[1.009, 1.001, 0.999],
+[0.643, 0.64, 0.639],
+[1.012, 1.039, 1.016],
+[1.167, 1.17, 1.167],
+[29.241, 29.361, 29.379],
+[0.135, 0.119, 0.117],
+[1.198, 1.171, 1.146],
+[1.566, 2.522, 2.595],
+[11.806, 11.899, 11.506],
+[12.498, 12.562, 12.505],
+[12.422, 13.165, 12.473],
+[0.862, 1.036, 0.986],
+[0.1, 0.093, 0.084],
+[0.051, 0.047, 0.054],
+[0.055, 0.056, 0.053],
+[0.221, 0.188, 0.188],
+[0.034, 0.029, 0.03],
+[0.024, 0.027, 0.023],
+[0.021, 0.018, 0.021]
+]
+}
+
diff --git a/obsessiondb/run.sh b/obsessiondb/run.sh
new file mode 100755
index 0000000000..0f2df1bb6f
--- /dev/null
+++ b/obsessiondb/run.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+
+TRIES=3
+sed -n 'p;p;p' queries.sql |
+clickhouse-client --host "${FQDN:=localhost}" --password "${PASSWORD:=}" ${PASSWORD:+--secure} --time --format Null ${EXTRA_SETTINGS} 2>&1 |
+grep -o -P '^\d+\.\d+$' | awk '{ a[NR%3]=$0 } NR%3==0 { printf "[%s, %s, %s],\n", a[1], a[2], a[0] }'