diff --git a/benchmark/compatible/heavyai/benchmark.sh b/benchmark/compatible/heavyai/benchmark.sh
index a1b53a998e8..6e1f29a4ecc 100755
--- a/benchmark/compatible/heavyai/benchmark.sh
+++ b/benchmark/compatible/heavyai/benchmark.sh
@@ -42,3 +42,8 @@ time /opt/heavyai/bin/heavysql -t -p HyperInteractive <<< "COPY hits FROM '$(pwd
 # Loaded: 99997497 recs, Rejected: 0 recs in 572.633000 secs
 
 ./run.sh 2>&1 | tee log.txt
+
+du -bcs /var/lib/heavyai/
+
+cat log.txt | grep -P 'Total time|null' | sed -r -e 's/^.*Total time: ([0-9]+) ms$/\1/' | awk '{ if ($1 == "null") { print } else { print $1 / 1000 } }' |
+  awk '{ if (i % 3 == 0) { printf "[" }; printf $1; if (i % 3 != 2) { printf "," } else { print "]," }; ++i; }'
diff --git a/benchmark/compatible/heavyai/results/c6a.4xlarge.txt b/benchmark/compatible/heavyai/results/c6a.4xlarge.txt
new file mode 100644
index 00000000000..931a720c82c
--- /dev/null
+++ b/benchmark/compatible/heavyai/results/c6a.4xlarge.txt
@@ -0,0 +1,46 @@
+Loading time: 572.633 sec
+Data size: 50 887 437 386 bytes
+
+[6.525,0.022,0.029],
+[0.301,0.042,0.04],
+[0.287,0.095,0.093],
+[2.572,0.039,0.04],
+[null,null,null],
+[null,null,null],
+[7.327,0.093,0.097],
+[0.244,0.043,0.038],
+[null,null,null],
+[null,null,null],
+[null,null,null],
+[null,null,null],
+[2.939,0.295,0.294],
+[null,null,null],
+[null,null,null],
+[null,null,null],
+[null,null,null],
+[4.716,3.91,3.955],
+[null,null,null],
+[0.154,0.083,0.106],
+[14.426,0.07,0.071],
+[null,null,null],
+[null,null,null],
+[null,null,null],
+[2.276,0.258,0.272],
+[null,null,null],
+[null,null,null],
+[null,null,null],
+[null,null,null],
+[1.832,1.64,1.602],
+[null,null,null],
+[null,null,null],
+[null,null,null],
+[14.811,0.494,0.497],
+[null,null,null],
+[null,null,null],
+[1.941,0.255,0.255],
+[5.457,0.172,0.283],
+[0.476,0.269,0.256],
+[14.239,0.179,0.178],
+[3.992,0.112,0.112],
+[1.031,0.116,0.116],
+[1.365,0.089,0.088]
diff --git a/benchmark/compatible/heavyai/run.sh b/benchmark/compatible/heavyai/run.sh
index 2688e576e15..97387bee42b 100755
--- a/benchmark/compatible/heavyai/run.sh
+++ b/benchmark/compatible/heavyai/run.sh
@@ -8,6 +8,6 @@ cat queries.sql | while read query; do
 
     echo "$query";
     for i in $(seq 1 $TRIES); do
-        /opt/heavyai/bin/heavysql -t -p HyperInteractive <<< "${query}"
+        /opt/heavyai/bin/heavysql -t -p HyperInteractive <<< "${query}" | grep 'Total time' || echo 'null'
     done;
 done;
diff --git a/benchmark/compatible/questdb/benchmark.sh b/benchmark/compatible/questdb/benchmark.sh
index b4433122ddd..86184942c6c 100755
--- a/benchmark/compatible/questdb/benchmark.sh
+++ b/benchmark/compatible/questdb/benchmark.sh
@@ -14,4 +14,6 @@ gzip -d hits.csv.gz
 curl -G --data-urlencode "query=$(cat create.sql)" 'http://localhost:9000/exec?timings=true'
 time curl -F data=@hits.csv 'http://localhost:9000/imp?name=hits'
 
-#
+# 27m 47.546s
+
+./run.sh 2>&1 | tee log.txt
diff --git a/benchmark/compatible/questdb/queries.sql b/benchmark/compatible/questdb/queries.sql
new file mode 100644
index 00000000000..0292fc3f8ea
--- /dev/null
+++ b/benchmark/compatible/questdb/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(CAST(UserID AS string)) FROM hits;
+SELECT count_distinct(SearchPhrase) FROM hits;
+SELECT MIN(EventDate), MAX(EventDate) FROM hits;
+SELECT AdvEngineID, COUNT(*) AS c FROM hits WHERE AdvEngineID != 0 GROUP BY AdvEngineID ORDER BY c DESC;
+SELECT RegionID, count_distinct(CAST(UserID AS string)) AS u FROM hits GROUP BY RegionID ORDER BY u DESC LIMIT 10;
+SELECT RegionID, SUM(AdvEngineID), COUNT(*) AS c, AVG(ResolutionWidth), count_distinct(CAST(UserID AS string)) FROM hits GROUP BY RegionID ORDER BY c DESC LIMIT 10;
+SELECT MobilePhoneModel, count_distinct(CAST(UserID AS string)) AS u FROM hits WHERE MobilePhoneModel != '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;
+SELECT MobilePhone, MobilePhoneModel, count_distinct(CAST(UserID AS string)) 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(CAST(UserID AS string)) 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(*) AS c FROM hits GROUP BY UserID ORDER BY c DESC LIMIT 10;
+SELECT UserID, SearchPhrase, COUNT(*) AS c FROM hits GROUP BY UserID, SearchPhrase ORDER BY c 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(*) AS c FROM hits GROUP BY UserID, m, SearchPhrase ORDER BY c 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(CAST(UserID AS string)) 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 key, AVG(length(Referer)) AS l, COUNT(*) AS c, MIN(Referer) FROM hits WHERE Referer != '' GROUP BY key 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 EventTime >= '2013-07-01T00:00:00Z' AND EventTime <= '2013-07-31T23:59:59Z' 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 EventTime >= '2013-07-01T00:00:00Z' AND EventTime <= '2013-07-31T23:59:59Z' 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 EventTime >= '2013-07-01T00:00:00Z' AND EventTime <= '2013-07-31T23:59:59Z' AND IsRefresh = 0 AND IsLink != 0 AND IsDownload = 0 GROUP BY URL ORDER BY PageViews DESC LIMIT 1000, 10;
+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 EventTime >= '2013-07-01T00:00:00Z' AND EventTime <= '2013-07-31T23:59:59Z' AND IsRefresh = 0 GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 1000, 10;
+SELECT URLHash, EventDate, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventTime >= '2013-07-01T00:00:00Z' AND EventTime <= '2013-07-31T23:59:59Z' AND IsRefresh = 0 AND TraficSourceID IN (-1, 6) AND RefererHash = 3594120000172545465 GROUP BY URLHash, EventDate ORDER BY PageViews DESC LIMIT 100, 10;
+SELECT WindowClientWidth, WindowClientHeight, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventTime >= '2013-07-01T00:00:00Z' AND EventTime <= '2013-07-31T23:59:59Z' AND IsRefresh = 0 AND DontCountHits = 0 AND URLHash = 2868770270353813622 GROUP BY WindowClientWidth, WindowClientHeight ORDER BY PageViews DESC LIMIT 100000, 10;
+SELECT DATE_TRUNC('minute', EventTime) AS M, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventTime >= '2013-07-14T00:00:00Z' AND EventTime <= '2013-07-15T23:59:59Z' AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', EventTime) ORDER BY DATE_TRUNC('minute', EventTime) LIMIT 1000, 10;
diff --git a/benchmark/compatible/questdb/run.sh b/benchmark/compatible/questdb/run.sh
new file mode 100644
index 00000000000..b3b050449e5
--- /dev/null
+++ b/benchmark/compatible/questdb/run.sh
@@ -0,0 +1,14 @@
+#!/bin/bash
+
+TRIES=3
+
+cat queries.sql | while read query; do
+    sync
+    echo 3 | sudo tee /proc/sys/vm/drop_caches
+
+    echo "$query";
+    for i in $(seq 1 $TRIES); do
+        curl -s -G --data-urlencode "query=${query}" 'http://localhost:9000/exec?timings=true'
+        echo
+    done;
+done;