diff --git a/datafusion-vortex-partitioned/README.md b/datafusion-vortex-partitioned/README.md
new file mode 100644
index 000000000..767eed848
--- /dev/null
+++ b/datafusion-vortex-partitioned/README.md
@@ -0,0 +1,43 @@
+# DataFusion + Vortex
+
+Partitioned Vortex dataset, converted one-for-one from the 100 ClickBench Parquet files and queried with [`vortex-datafusion-cli`].
+
+[`vortex-datafusion-cli`]: https://github.com/vortex-data/vortex-datafusion-cli
+
+## Cookbook: Generate benchmark results
+
+Follow the same EC2 setup used by [datafusion-partitioned](../datafusion-partitioned/README.md), then run:
+
+```bash
+cd ClickBench/datafusion-vortex-partitioned
+bash benchmark.sh
+```
+
+The benchmark script builds `vortex-datafusion-cli`, downloads the partitioned Parquet files, converts each `partitioned/hits_N.parquet` file into exactly one `vortex/hits_N.vortex` file, and runs the query set.
+
+`benchmark.sh` checks out `vortex-datafusion-cli` tag `0.70.0-53.1.0`. CLI tags use `<vortex-version>-<df-version>`, where the first component is the `vortex-datafusion` crate version and the second is the DataFusion/DataFusion CLI version.
+
+You can update/preview the results by running:
+
+```bash
+./make-json.sh <machine-name> # Example. ./make-json.sh c6a.xlarge
+```
+
+## Parquet to Vortex conversion
+
+Each input file is converted independently through `vortex-datafusion-cli`:
+
+```sql
+CREATE EXTERNAL TABLE hits_parquet
+STORED AS PARQUET
+LOCATION 'partitioned/hits_0.parquet'
+OPTIONS ('binary_as_string' 'true');
+
+COPY (
+    SELECT * EXCEPT ("EventDate"),
+           CAST(CAST("EventDate" AS INTEGER) AS DATE) AS "EventDate"
+    FROM hits_parquet
+) TO 'vortex/hits_0.vortex' STORED AS VORTEX;
+```
+
+`binary_as_string=true` handles the incorrect Parquet logical annotation before Vortex is written. The produced Vortex files store those fields as strings, so benchmark reads use only the Vortex table registration.
diff --git a/datafusion-vortex-partitioned/benchmark.sh b/datafusion-vortex-partitioned/benchmark.sh
new file mode 100755
index 000000000..c1995eac4
--- /dev/null
+++ b/datafusion-vortex-partitioned/benchmark.sh
@@ -0,0 +1,72 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+export HOME=${HOME:=~}
+# <vortex-version>-<df-version>
+CLI_TAG=0.70.0-53.1.0
+WITH_SWAP=false
+
+if [ "$(free -g | awk '/^Mem:/{print $2}')" -lt 12 ]; then
+  echo "LOW MEMORY MODE"
+  if [ "$(swapon --noheadings --show | wc -l)" -eq 0 ]; then
+    echo "Enabling 8G swap"
+    sudo fallocate -l 8G /swapfile
+    sudo chmod 600 /swapfile
+    sudo mkswap /swapfile
+    sudo swapon /swapfile
+    WITH_SWAP=true
+  fi
+fi
+
+echo "Install Rust"
+if ! command -v cargo >/dev/null 2>&1; then
+  curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs > rust-init.sh
+  bash rust-init.sh -y
+fi
+source "$HOME/.cargo/env"
+
+echo "Install dependencies"
+sudo apt-get update -y
+sudo apt-get install -y build-essential cmake pkg-config time
+
+echo "Install vortex-datafusion-cli"
+rm -rf vortex-datafusion-cli
+git clone https://github.com/vortex-data/vortex-datafusion-cli.git
+cd vortex-datafusion-cli
+git checkout "$CLI_TAG"
+CARGO_PROFILE_RELEASE_LTO=true RUSTFLAGS="-C codegen-units=1" cargo build --release --bin vortex-datafusion-cli
+export PATH="$(pwd)/target/release:$PATH"
+cd ..
+
+echo "Download benchmark target data, partitioned"
+mkdir -p partitioned
+seq 0 99 | xargs -P100 -I{} bash -c 'wget --directory-prefix partitioned --continue --progress=dot:giga https://datasets.clickhouse.com/hits_compatible/athena_partitioned/hits_{}.parquet'
+
+echo "Convert Parquet to Vortex"
+rm -rf vortex
+mkdir -p vortex
+if ! /usr/bin/time -f '%e' -o load-time.txt bash -c '
+  set -Eeuo pipefail
+  seq 0 99 | xargs -P"$(nproc)" -I{} ./convert.sh "partitioned/hits_{}.parquet" "vortex/hits_{}.vortex"
+' > convert.log 2>&1; then
+  cat convert.log
+  exit 1
+fi
+VORTEX_FILES=$(find vortex -maxdepth 1 -name 'hits_*.vortex' | wc -l)
+if [ "$VORTEX_FILES" -ne 100 ]; then
+  echo "Expected 100 Vortex files, found $VORTEX_FILES" >&2
+  exit 1
+fi
+echo "Load time: $(cat load-time.txt)"
+
+echo "Run benchmarks for partitioned"
+./run.sh
+
+echo "Data size: $(du -bcs vortex/*.vortex | grep total)"
+
+if [ "$WITH_SWAP" = true ]; then
+    echo "Disable swap"
+    sudo swapoff /swapfile
+    sudo rm /swapfile
+fi
diff --git a/datafusion-vortex-partitioned/convert.sh b/datafusion-vortex-partitioned/convert.sh
new file mode 100755
index 000000000..6bf5c19b5
--- /dev/null
+++ b/datafusion-vortex-partitioned/convert.sh
@@ -0,0 +1,21 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+if [ "$#" -ne 2 ]; then
+  echo "Usage: $0 <input.parquet> <output.vortex>" >&2
+  exit 2
+fi
+
+INPUT=$1
+OUTPUT=$2
+
+mkdir -p "$(dirname "$OUTPUT")"
+rm -f "$OUTPUT"
+
+vortex-datafusion-cli -q \
+  -c "SET datafusion.execution.target_partitions = 1;" \
+  -c "CREATE EXTERNAL TABLE hits_parquet STORED AS PARQUET LOCATION '$INPUT' OPTIONS ('binary_as_string' 'true');" \
+  -c "COPY (SELECT * EXCEPT (\"EventDate\"), CAST(CAST(\"EventDate\" AS INTEGER) AS DATE) AS \"EventDate\" FROM hits_parquet) TO '$OUTPUT' STORED AS VORTEX;"
+
+test -f "$OUTPUT"
diff --git a/datafusion-vortex-partitioned/create.sql b/datafusion-vortex-partitioned/create.sql
new file mode 100644
index 000000000..e54d401ac
--- /dev/null
+++ b/datafusion-vortex-partitioned/create.sql
@@ -0,0 +1,3 @@
+CREATE EXTERNAL TABLE hits
+STORED AS VORTEX
+LOCATION 'vortex';
diff --git a/datafusion-vortex-partitioned/make-json.sh b/datafusion-vortex-partitioned/make-json.sh
new file mode 100755
index 000000000..8f6135f90
--- /dev/null
+++ b/datafusion-vortex-partitioned/make-json.sh
@@ -0,0 +1,41 @@
+#!/bin/bash
+
+# This script converts the raw `result.csv` data from `benchmark.sh` into the
+# final json format used by the benchmark dashboard.
+#
+# usage : ./make-json.sh <machine>
+#
+# example (save results/c6a.4xlarge.json)
+#         ./make-json.sh c6a.4xlarge
+
+MACHINE=$1
+OUTPUT_FILE="results/${MACHINE}.json"
+SYSTEM_NAME="DataFusion (Vortex, partitioned)"
+DATE=$(date +%Y-%m-%d)
+LOAD_TIME=${LOAD_TIME:-$(cat load-time.txt 2>/dev/null || echo null)}
+DATA_SIZE=${DATA_SIZE:-$(du -bcs vortex/*.vortex 2>/dev/null | awk '/total/ { print $1 }')}
+DATA_SIZE=${DATA_SIZE:-null}
+
+mkdir -p results
+
+# Read the CSV and build the result array using sed
+RESULT_ARRAY=$(awk -F, '{arr[$1]=arr[$1]","$3} END {for (i=1;i<=length(arr);i++) {gsub(/^,/, "", arr[i]); printf "        ["arr[i]"]"; if (i<length(arr)) printf ",\n"}}' result.csv)
+
+# form the final JSON structure from the template
+cat <<EOF > $OUTPUT_FILE
+{
+    "system": "$SYSTEM_NAME",
+    "date": "$DATE",
+    "machine": "$MACHINE",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "tuned": "no",
+    "hardware": "cpu",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": $LOAD_TIME,
+    "data_size": $DATA_SIZE,
+    "result": [
+        $RESULT_ARRAY
+    ]
+}
+EOF
diff --git a/datafusion-vortex-partitioned/queries.sql b/datafusion-vortex-partitioned/queries.sql
new file mode 100644
index 000000000..9a183cd6e
--- /dev/null
+++ b/datafusion-vortex-partitioned/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 to_timestamp_seconds("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', to_timestamp_seconds("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', to_timestamp_seconds("EventTime")) ORDER BY DATE_TRUNC('minute', M) LIMIT 10 OFFSET 1000;
diff --git a/datafusion-vortex-partitioned/results/c6a.2xlarge.json b/datafusion-vortex-partitioned/results/c6a.2xlarge.json
new file mode 100644
index 000000000..77659d69c
--- /dev/null
+++ b/datafusion-vortex-partitioned/results/c6a.2xlarge.json
@@ -0,0 +1,57 @@
+{
+    "system": "DataFusion (Vortex, partitioned)",
+    "date": "2026-05-05",
+    "machine": "c6a.2xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "tuned": "no",
+    "hardware": "cpu",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 108.58,
+    "data_size": 15328662856,
+    "result": [
+        [0.078,0.002,0.002],
+        [0.170,0.027,0.028],
+        [0.214,0.072,0.069],
+        [0.650,0.071,0.070],
+        [1.367,0.840,0.837],
+        [1.355,0.785,0.786],
+        [0.075,0.002,0.002],
+        [0.179,0.031,0.033],
+        [1.269,1.045,1.044],
+        [1.670,1.251,1.237],
+        [0.770,0.162,0.156],
+        [1.099,0.192,0.191],
+        [1.603,0.694,0.682],
+        [3.280,1.199,1.198],
+        [1.395,0.667,0.670],
+        [1.108,0.948,0.942],
+        [3.158,1.772,1.779],
+        [3.122,1.778,1.785],
+        [5.120,3.531,3.507],
+        [0.313,0.043,0.048],
+        [15.675,0.906,0.901],
+        [17.831,0.929,0.926],
+        [22.767,1.105,1.103],
+        [22.582,1.521,1.574],
+        [0.319,0.079,0.075],
+        [1.603,0.146,0.147],
+        [0.609,0.081,0.082],
+        [16.343,1.328,1.365],
+        [15.637,15.200,15.211],
+        [0.814,0.656,0.668],
+        [2.796,0.592,0.595],
+        [5.885,0.641,0.629],
+        [3.929,3.007,3.019],
+        [16.025,3.545,3.512],
+        [15.999,3.567,3.503],
+        [1.455,1.293,1.298],
+        [0.254,0.074,0.073],
+        [0.203,0.034,0.034],
+        [0.243,0.024,0.022],
+        [0.386,0.130,0.129],
+        [0.247,0.019,0.016],
+        [0.249,0.015,0.015],
+        [0.242,0.014,0.015]
+    ]
+}
\ No newline at end of file
diff --git a/datafusion-vortex-partitioned/results/c6a.4xlarge.json b/datafusion-vortex-partitioned/results/c6a.4xlarge.json
new file mode 100644
index 000000000..cb9a10682
--- /dev/null
+++ b/datafusion-vortex-partitioned/results/c6a.4xlarge.json
@@ -0,0 +1,57 @@
+{
+    "system": "DataFusion (Vortex, partitioned)",
+    "date": "2026-05-05",
+    "machine": "c6a.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 99.94,
+    "data_size": 15328662856,
+    "result": [
+        [0.082, 0.002, 0.002],
+        [0.152, 0.030, 0.027],
+        [0.175, 0.059, 0.060],
+        [0.633, 0.087, 0.089],
+        [1.306, 0.628, 0.626],
+        [1.316, 0.603, 0.592],
+        [0.090, 0.002, 0.002],
+        [0.166, 0.031, 0.030],
+        [1.223, 0.786, 0.772],
+        [1.664, 0.861, 0.871],
+        [0.729, 0.131, 0.133],
+        [1.116, 0.148, 0.147],
+        [1.605, 0.581, 0.578],
+        [3.174, 1.070, 1.068],
+        [1.527, 0.610, 0.597],
+        [0.887, 0.727, 0.715],
+        [3.174, 1.509, 1.532],
+        [3.153, 1.510, 1.506],
+        [4.788, 2.907, 2.827],
+        [0.313, 0.048, 0.049],
+        [15.848, 0.537, 0.528],
+        [17.859, 0.781, 0.772],
+        [22.900, 0.894, 0.878],
+        [21.132, 0.858, 0.785],
+        [0.287, 0.084, 0.091],
+        [1.607, 0.153, 0.146],
+        [0.757, 0.088, 0.088],
+        [16.230, 0.974, 1.011],
+        [13.690, 8.122, 8.151],
+        [0.512, 0.369, 0.364],
+        [2.788, 0.487, 0.487],
+        [5.882, 0.592, 0.589],
+        [3.929, 2.653, 2.674],
+        [15.934, 3.107, 2.890],
+        [15.951, 2.902, 2.918],
+        [1.060, 0.930, 0.917],
+        [0.261, 0.082, 0.082],
+        [0.208, 0.035, 0.036],
+        [0.197, 0.024, 0.023],
+        [0.385, 0.146, 0.146],
+        [0.251, 0.017, 0.016],
+        [0.248, 0.019, 0.014],
+        [0.244, 0.015, 0.015]
+    ]
+}
diff --git a/datafusion-vortex-partitioned/results/c6a.xlarge.json b/datafusion-vortex-partitioned/results/c6a.xlarge.json
new file mode 100644
index 000000000..162555df7
--- /dev/null
+++ b/datafusion-vortex-partitioned/results/c6a.xlarge.json
@@ -0,0 +1,57 @@
+{
+    "system": "DataFusion (Vortex, partitioned)",
+    "date": "2026-05-05",
+    "machine": "c6a.xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 203.96,
+    "data_size": 15328662856,
+    "result": [
+        [0.094, 0.002, 0.002],
+        [0.255, 0.048, 0.045],
+        [0.372, 0.126, 0.126],
+        [0.646, 0.104, 0.102],
+        [1.758, 1.538, 1.542],
+        [1.531, 1.347, 1.361],
+        [0.076, 0.002, 0.002],
+        [0.269, 0.059, 0.055],
+        [2.173, 1.919, 1.895],
+        [2.624, 2.323, 2.232],
+        [0.781, 0.277, 0.277],
+        [0.881, 0.347, 0.351],
+        [1.571, 1.092, 1.096],
+        [3.396, 1.602, 1.609],
+        [1.666, 1.054, 1.063],
+        [1.921, 1.705, 1.688],
+        [3.797, 3.020, 3.037],
+        [3.719, 3.013, 3.018],
+        [12.789, 13.580, 8.736],
+        [0.363, 0.068, 0.067],
+        [15.387, 1.708, 1.698],
+        [17.891, 1.673, 1.663],
+        [22.657, 1.888, 1.923],
+        [18.103, 2.159, 2.178],
+        [0.339, 0.105, 0.109],
+        [1.313, 0.246, 0.249],
+        [0.351, 0.117, 0.119],
+        [16.247, 2.395, 2.436],
+        [29.179, 28.872, 28.767],
+        [1.477, 1.302, 1.294],
+        [2.846, 0.978, 0.975],
+        [5.908, 0.972, 0.956],
+        [29.987, 6.008, 8.928],
+        [18.597, 23.579, 21.585],
+        [24.180, 18.393, 21.401],
+        [2.550, 2.433, 2.394],
+        [0.309, 0.081, 0.079],
+        [0.255, 0.036, 0.036],
+        [0.255, 0.032, 0.029],
+        [0.412, 0.140, 0.138],
+        [0.243, 0.017, 0.017],
+        [0.237, 0.017, 0.018],
+        [0.235, 0.017, 0.016]
+    ]
+}
diff --git a/datafusion-vortex-partitioned/results/c8g.4xlarge.json b/datafusion-vortex-partitioned/results/c8g.4xlarge.json
new file mode 100644
index 000000000..2838bd357
--- /dev/null
+++ b/datafusion-vortex-partitioned/results/c8g.4xlarge.json
@@ -0,0 +1,57 @@
+{
+    "system": "DataFusion (Vortex, partitioned)",
+    "date": "2026-05-05",
+    "machine": "c8g.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 107.21,
+    "data_size": 15329147920,
+    "result": [
+        [0.047, 0.001, 0.001],
+        [0.092, 0.015, 0.015],
+        [0.139, 0.038, 0.036],
+        [0.614, 0.032, 0.032],
+        [1.347, 0.233, 0.233],
+        [1.323, 0.236, 0.237],
+        [0.045, 0.001, 0.001],
+        [0.100, 0.018, 0.017],
+        [1.034, 0.311, 0.315],
+        [1.591, 0.577, 0.555],
+        [0.664, 0.060, 0.061],
+        [1.381, 0.074, 0.075],
+        [1.700, 0.214, 0.223],
+        [2.986, 0.342, 0.355],
+        [1.295, 0.222, 0.219],
+        [0.939, 0.257, 0.252],
+        [2.847, 0.512, 0.510],
+        [2.693, 0.508, 0.506],
+        [3.899, 0.980, 0.966],
+        [0.279, 0.020, 0.022],
+        [15.898, 0.469, 0.469],
+        [17.882, 0.303, 0.302],
+        [23.013, 0.611, 0.373],
+        [19.679, 0.519, 0.519],
+        [0.285, 0.037, 0.036],
+        [1.842, 0.055, 0.057],
+        [1.036, 0.033, 0.041],
+        [16.514, 0.451, 0.451],
+        [13.751, 6.440, 6.440],
+        [0.434, 0.345, 0.344],
+        [2.739, 0.191, 0.192],
+        [6.081, 0.198, 0.190],
+        [4.114, 0.772, 0.776],
+        [15.880, 1.048, 1.045],
+        [15.887, 1.044, 1.054],
+        [0.561, 0.449, 0.446],
+        [0.166, 0.054, 0.053],
+        [0.139, 0.031, 0.031],
+        [0.145, 0.016, 0.014],
+        [0.263, 0.106, 0.105],
+        [0.147, 0.014, 0.013],
+        [0.138, 0.012, 0.012],
+        [0.128, 0.014, 0.014]
+    ]
+}
diff --git a/datafusion-vortex-partitioned/run.sh b/datafusion-vortex-partitioned/run.sh
new file mode 100755
index 000000000..32c93fc81
--- /dev/null
+++ b/datafusion-vortex-partitioned/run.sh
@@ -0,0 +1,25 @@
+#!/bin/bash
+
+TRIES=3
+QUERY_NUM=1
+: > result.csv
+
+cat queries.sql | while read -r query; do
+    sync
+    echo 3 | sudo tee /proc/sys/vm/drop_caches >/dev/null
+
+    echo "$query" > /tmp/query.sql
+
+    echo -n "["
+    for i in $(seq 1 $TRIES); do
+        RES=$(vortex-datafusion-cli -f create.sql -f /tmp/query.sql 2>&1 | grep "Elapsed" | tail -1 | awk '{ print $2 }')
+        [[ $RES != "" ]] && \
+            echo -n "$RES" || \
+            echo -n "null"
+        [[ "$i" != $TRIES ]] && echo -n ", "
+        echo "${QUERY_NUM},${i},${RES}" >> result.csv
+    done
+    echo "],"
+
+    QUERY_NUM=$((QUERY_NUM + 1))
+done
diff --git a/datafusion-vortex-partitioned/template.json b/datafusion-vortex-partitioned/template.json
new file mode 100644
index 000000000..cb9f36f87
--- /dev/null
+++ b/datafusion-vortex-partitioned/template.json
@@ -0,0 +1,12 @@
+{
+  "system": "DataFusion (Vortex, partitioned)",
+  "proprietary": "no",
+  "hardware": "cpu",
+  "tuned": "no",
+  "tags": [
+    "Rust",
+    "column-oriented",
+    "embedded",
+    "stateless"
+  ]
+}
diff --git a/datafusion-vortex/README.md b/datafusion-vortex/README.md
new file mode 100644
index 000000000..b20e590b3
--- /dev/null
+++ b/datafusion-vortex/README.md
@@ -0,0 +1,43 @@
+# DataFusion + Vortex
+
+Single-file Vortex dataset, converted from the ClickBench Parquet file and queried with [`vortex-datafusion-cli`].
+
+[`vortex-datafusion-cli`]: https://github.com/vortex-data/vortex-datafusion-cli
+
+## Cookbook: Generate benchmark results
+
+Follow the same EC2 setup used by [datafusion](../datafusion/README.md), then run:
+
+```bash
+cd ClickBench/datafusion-vortex
+bash benchmark.sh
+```
+
+The benchmark script builds `vortex-datafusion-cli`, downloads `hits.parquet`, converts it to `vortex/hits.vortex`, and runs the query set.
+
+`benchmark.sh` checks out `vortex-datafusion-cli` tag `0.70.0-53.1.0`. CLI tags use `<vortex-version>-<df-version>`, where the first component is the `vortex-datafusion` crate version and the second is the DataFusion/DataFusion CLI version.
+
+You can update/preview the results by running:
+
+```bash
+./make-json.sh <machine-name> # Example. ./make-json.sh c6a.xlarge
+```
+
+## Parquet to Vortex conversion
+
+The conversion intentionally goes through the DataFusion CLI path:
+
+```sql
+CREATE EXTERNAL TABLE hits_parquet
+STORED AS PARQUET
+LOCATION 'hits.parquet'
+OPTIONS ('binary_as_string' 'true');
+
+COPY (
+    SELECT * EXCEPT ("EventDate"),
+           CAST(CAST("EventDate" AS INTEGER) AS DATE) AS "EventDate"
+    FROM hits_parquet
+) TO 'vortex/hits.vortex' STORED AS VORTEX;
+```
+
+`binary_as_string=true` handles the ClickBench Parquet byte/string mismatch before Vortex is written. The resulting Vortex file stores those columns as strings, so Vortex reads do not need the Parquet-only option.
diff --git a/datafusion-vortex/benchmark.sh b/datafusion-vortex/benchmark.sh
new file mode 100755
index 000000000..697766d58
--- /dev/null
+++ b/datafusion-vortex/benchmark.sh
@@ -0,0 +1,63 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+export HOME=${HOME:=~}
+# <vortex-version>-<df-version>
+CLI_TAG=0.70.0-53.1.0
+WITH_SWAP=false
+
+if [ "$(free -g | awk '/^Mem:/{print $2}')" -lt 12 ]; then
+  echo "LOW MEMORY MODE"
+  if [ "$(swapon --noheadings --show | wc -l)" -eq 0 ]; then
+    echo "Enabling 8G swap"
+    sudo fallocate -l 8G /swapfile
+    sudo chmod 600 /swapfile
+    sudo mkswap /swapfile
+    sudo swapon /swapfile
+    WITH_SWAP=true
+  fi
+fi
+
+echo "Install Rust"
+if ! command -v cargo >/dev/null 2>&1; then
+  curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs > rust-init.sh
+  bash rust-init.sh -y
+fi
+source "$HOME/.cargo/env"
+
+echo "Install dependencies"
+sudo apt-get update -y
+sudo apt-get install -y build-essential cmake pkg-config time
+
+echo "Install vortex-datafusion-cli"
+rm -rf vortex-datafusion-cli
+git clone https://github.com/vortex-data/vortex-datafusion-cli.git
+cd vortex-datafusion-cli
+git checkout "$CLI_TAG"
+CARGO_PROFILE_RELEASE_LTO=true RUSTFLAGS="-C codegen-units=1" cargo build --release --bin vortex-datafusion-cli
+export PATH="$(pwd)/target/release:$PATH"
+cd ..
+
+echo "Download benchmark target data, single file"
+wget --continue --progress=dot:giga https://datasets.clickhouse.com/hits_compatible/hits.parquet
+
+echo "Convert Parquet to Vortex"
+rm -rf vortex
+mkdir -p vortex
+if ! /usr/bin/time -f '%e' -o load-time.txt ./convert.sh hits.parquet vortex/hits.vortex > convert.log 2>&1; then
+  cat convert.log
+  exit 1
+fi
+echo "Load time: $(cat load-time.txt)"
+
+echo "Run benchmarks"
+./run.sh
+
+echo "Data size: $(du -bcs vortex/*.vortex | grep total)"
+
+if [ "$WITH_SWAP" = true ]; then
+    echo "Disable swap"
+    sudo swapoff /swapfile
+    sudo rm /swapfile
+fi
diff --git a/datafusion-vortex/convert.sh b/datafusion-vortex/convert.sh
new file mode 100755
index 000000000..6bf5c19b5
--- /dev/null
+++ b/datafusion-vortex/convert.sh
@@ -0,0 +1,21 @@
+#!/bin/bash
+
+set -Eeuo pipefail
+
+if [ "$#" -ne 2 ]; then
+  echo "Usage: $0 <input.parquet> <output.vortex>" >&2
+  exit 2
+fi
+
+INPUT=$1
+OUTPUT=$2
+
+mkdir -p "$(dirname "$OUTPUT")"
+rm -f "$OUTPUT"
+
+vortex-datafusion-cli -q \
+  -c "SET datafusion.execution.target_partitions = 1;" \
+  -c "CREATE EXTERNAL TABLE hits_parquet STORED AS PARQUET LOCATION '$INPUT' OPTIONS ('binary_as_string' 'true');" \
+  -c "COPY (SELECT * EXCEPT (\"EventDate\"), CAST(CAST(\"EventDate\" AS INTEGER) AS DATE) AS \"EventDate\" FROM hits_parquet) TO '$OUTPUT' STORED AS VORTEX;"
+
+test -f "$OUTPUT"
diff --git a/datafusion-vortex/create.sql b/datafusion-vortex/create.sql
new file mode 100644
index 000000000..a5cfc6c05
--- /dev/null
+++ b/datafusion-vortex/create.sql
@@ -0,0 +1,3 @@
+CREATE EXTERNAL TABLE hits
+STORED AS VORTEX
+LOCATION 'vortex/hits.vortex';
diff --git a/datafusion-vortex/make-json.sh b/datafusion-vortex/make-json.sh
new file mode 100755
index 000000000..8c2e6d259
--- /dev/null
+++ b/datafusion-vortex/make-json.sh
@@ -0,0 +1,41 @@
+#!/bin/bash
+
+# This script converts the raw `result.csv` data from `benchmark.sh` into the
+# final json format used by the benchmark dashboard.
+#
+# usage : ./make-json.sh <machine>
+#
+# example ./make-json.sh c6a.4xlarge # saves results/c6a.4xlarge.json
+#
+
+MACHINE=$1
+OUTPUT_FILE="results/${MACHINE}.json"
+SYSTEM_NAME="DataFusion (Vortex, single)"
+DATE=$(date +%Y-%m-%d)
+LOAD_TIME=${LOAD_TIME:-$(cat load-time.txt 2>/dev/null || echo null)}
+DATA_SIZE=${DATA_SIZE:-$(du -bcs vortex/*.vortex 2>/dev/null | awk '/total/ { print $1 }')}
+DATA_SIZE=${DATA_SIZE:-null}
+
+mkdir -p results
+
+# Read the CSV and build the result array using sed
+RESULT_ARRAY=$(awk -F, '{arr[$1]=arr[$1]","$3} END {for (i=1;i<=length(arr);i++) {gsub(/^,/, "", arr[i]); printf "        ["arr[i]"]"; if (i<length(arr)) printf ",\n"}}' result.csv)
+
+# form the final JSON structure from the template
+cat <<EOF > $OUTPUT_FILE
+{
+    "system": "$SYSTEM_NAME",
+    "date": "$DATE",
+    "machine": "$MACHINE",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "tuned": "no",
+    "hardware": "cpu",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": $LOAD_TIME,
+    "data_size": $DATA_SIZE,
+    "result": [
+        $RESULT_ARRAY
+    ]
+}
+EOF
diff --git a/datafusion-vortex/queries.sql b/datafusion-vortex/queries.sql
new file mode 100644
index 000000000..9a183cd6e
--- /dev/null
+++ b/datafusion-vortex/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 to_timestamp_seconds("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', to_timestamp_seconds("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', to_timestamp_seconds("EventTime")) ORDER BY DATE_TRUNC('minute', M) LIMIT 10 OFFSET 1000;
diff --git a/datafusion-vortex/results/c6a.2xlarge.json b/datafusion-vortex/results/c6a.2xlarge.json
new file mode 100644
index 000000000..1b2f6ae65
--- /dev/null
+++ b/datafusion-vortex/results/c6a.2xlarge.json
@@ -0,0 +1,57 @@
+{
+    "system": "DataFusion (Vortex, single)",
+    "date": "2026-05-05",
+    "machine": "c6a.2xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "tuned": "no",
+    "hardware": "cpu",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 146.68,
+    "data_size": 15269997296,
+    "result": [
+        [0.099,0.001,0.001],
+        [0.298,0.114,0.116],
+        [0.331,0.161,0.160],
+        [0.589,0.187,0.190],
+        [1.180,0.942,0.942],
+        [1.442,0.953,0.911],
+        [0.075,0.001,0.001],
+        [0.275,0.125,0.119],
+        [1.401,1.153,1.151],
+        [1.698,1.331,1.357],
+        [0.707,0.257,0.248],
+        [0.774,0.272,0.285],
+        [1.316,0.786,0.809],
+        [3.030,1.094,1.300],
+        [1.613,0.761,0.777],
+        [1.313,1.055,1.061],
+        [3.449,1.902,1.863],
+        [3.430,1.894,1.892],
+        [5.018,3.543,3.527],
+        [0.382,0.168,0.170],
+        [15.322,1.071,1.049],
+        [18.207,1.296,1.316],
+        [21.967,7.898,6.495],
+        [0.111,0.118,0.117],
+        [3.054,0.329,0.334],
+        [1.231,0.297,0.274],
+        [2.308,0.318,0.319],
+        [16.213,1.628,1.613],
+        [17.861,17.254,17.424],
+        [0.997,0.832,0.772],
+        [2.710,0.720,0.738],
+        [5.799,0.783,0.792],
+        [4.209,3.275,3.257],
+        [16.457,3.560,3.559],
+        [16.425,3.573,3.531],
+        [1.514,1.348,1.355],
+        [0.352,0.183,0.186],
+        [0.291,0.136,0.130],
+        [0.299,0.139,0.138],
+        [0.444,0.267,0.271],
+        [0.284,0.115,0.116],
+        [0.331,0.116,0.116],
+        [0.331,0.115,0.111]
+    ]
+}
\ No newline at end of file
diff --git a/datafusion-vortex/results/c6a.4xlarge.json b/datafusion-vortex/results/c6a.4xlarge.json
new file mode 100644
index 000000000..6aa75ba3d
--- /dev/null
+++ b/datafusion-vortex/results/c6a.4xlarge.json
@@ -0,0 +1,57 @@
+{
+    "system": "DataFusion (Vortex, single)",
+    "date": "2026-05-05",
+    "machine": "c6a.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": null,
+    "data_size": 15269997296,
+    "result": [
+        [0.100, 0.001, 0.001],
+        [0.318, 0.142, 0.142],
+        [0.305, 0.173, 0.170],
+        [0.622, 0.223, 0.222],
+        [0.966, 0.743, 0.740],
+        [1.415, 0.805, 0.806],
+        [0.078, 0.001, 0.001],
+        [0.300, 0.146, 0.147],
+        [1.390, 0.907, 0.903],
+        [1.811, 0.964, 1.022],
+        [0.740, 0.244, 0.240],
+        [0.860, 0.251, 0.254],
+        [1.506, 0.763, 0.755],
+        [3.031, 1.076, 1.073],
+        [1.519, 0.785, 0.791],
+        [1.056, 0.839, 0.841],
+        [3.343, 1.647, 1.646],
+        [3.329, 1.633, 1.635],
+        [4.732, 2.774, 2.966],
+        [0.380, 0.193, 0.195],
+        [15.839, 0.827, 0.833],
+        [18.245, 1.367, 1.365],
+        [22.015, 1.433, 1.427],
+        [57.863, 55.932, 56.962],
+        [2.468, 0.360, 0.355],
+        [1.275, 0.316, 0.312],
+        [2.342, 0.353, 0.360],
+        [16.237, 1.416, 1.438],
+        [14.892, 8.576, 9.159],
+        [0.579, 0.445, 0.479],
+        [2.761, 0.621, 0.630],
+        [5.838, 0.722, 0.714],
+        [5.407, 2.822, 2.790],
+        [16.400, 3.074, 3.087],
+        [16.436, 3.055, 3.110],
+        [1.150, 0.974, 0.969],
+        [0.383, 0.198, 0.199],
+        [0.332, 0.159, 0.151],
+        [0.336, 0.166, 0.161],
+        [0.482, 0.300, 0.303],
+        [0.323, 0.151, 0.148],
+        [0.313, 0.140, 0.145],
+        [0.301, 0.142, 0.138]
+    ]
+}
diff --git a/datafusion-vortex/results/c6a.xlarge.json b/datafusion-vortex/results/c6a.xlarge.json
new file mode 100644
index 000000000..96212fe5c
--- /dev/null
+++ b/datafusion-vortex/results/c6a.xlarge.json
@@ -0,0 +1,57 @@
+{
+    "system": "DataFusion (Vortex, single)",
+    "date": "2026-05-05",
+    "machine": "c6a.xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "tuned": "no",
+    "hardware": "cpu",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 214.48,
+    "data_size": 15269997296,
+    "result": [
+        [0.095,0.001,0.001],
+        [0.294,0.118,0.118],
+        [0.368,0.207,0.204],
+        [0.606,0.202,0.207],
+        [1.783,1.602,1.609],
+        [1.597,1.440,1.435],
+        [0.076,0.001,0.001],
+        [0.266,0.127,0.127],
+        [2.126,1.966,1.952],
+        [2.343,2.128,2.112],
+        [0.715,0.351,0.343],
+        [0.767,0.405,0.403],
+        [1.625,1.201,1.196],
+        [3.496,1.662,1.918],
+        [1.746,1.138,1.141],
+        [1.917,1.756,1.766],
+        [3.860,3.092,3.051],
+        [3.811,3.068,3.039],
+        [14.188,14.738,15.730],
+        [0.407,0.167,0.185],
+        [15.198,2.291,2.160],
+        [30.110,36.377,35.010],
+        [42.205,40.162,38.771],
+        [0.144,0.144,0.143],
+        [2.343,0.441,0.430],
+        [1.271,0.416,0.378],
+        [2.310,0.463,0.474],
+        [28.792,28.452,28.469],
+        [39.856,38.212,39.387],
+        [1.448,1.290,1.289],
+        [2.854,1.035,1.040],
+        [5.820,1.052,1.035],
+        [21.409,24.075,8.592],
+        [30.597,33.675,38.120],
+        [26.918,21.302,19.043],
+        [2.485,2.311,2.292],
+        [0.410,0.194,0.182],
+        [0.346,0.126,0.123],
+        [0.352,0.142,0.141],
+        [0.543,0.303,0.280],
+        [0.331,0.110,0.110],
+        [0.310,0.108,0.114],
+        [0.316,0.101,0.107]
+    ]
+}
\ No newline at end of file
diff --git a/datafusion-vortex/results/c8g.4xlarge.json b/datafusion-vortex/results/c8g.4xlarge.json
new file mode 100644
index 000000000..ac55cb45f
--- /dev/null
+++ b/datafusion-vortex/results/c8g.4xlarge.json
@@ -0,0 +1,57 @@
+{
+    "system": "DataFusion (Vortex, single)",
+    "date": "2026-05-05",
+    "machine": "c8g.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 70.42,
+    "data_size": 15269901360,
+    "result": [
+        [0.058, 0.001, 0.001],
+        [0.221, 0.121, 0.123],
+        [0.224, 0.125, 0.133],
+        [0.567, 0.128, 0.131],
+        [1.030, 0.314, 0.311],
+        [1.231, 0.402, 0.407],
+        [0.052, 0.001, 0.001],
+        [0.224, 0.127, 0.122],
+        [1.063, 0.396, 0.404],
+        [1.639, 0.566, 0.609],
+        [0.655, 0.151, 0.167],
+        [0.992, 0.161, 0.160],
+        [1.503, 0.348, 0.354],
+        [2.757, 0.413, 0.412],
+        [1.434, 0.355, 0.379],
+        [0.686, 0.339, 0.341],
+        [2.707, 0.636, 0.597],
+        [2.697, 0.620, 0.626],
+        [3.912, 0.998, 1.044],
+        [0.339, 0.140, 0.149],
+        [15.985, 0.618, 0.614],
+        [18.192, 0.523, 0.528],
+        [21.971, 0.617, 0.619],
+        [57.869, 57.269, 56.779],
+        [2.600, 0.193, 0.198],
+        [1.413, 0.176, 0.173],
+        [2.498, 0.196, 0.200],
+        [16.312, 0.682, 0.701],
+        [15.384, 6.855, 7.000],
+        [0.484, 0.403, 0.383],
+        [2.618, 0.305, 0.300],
+        [5.743, 0.305, 0.311],
+        [3.820, 0.837, 0.832],
+        [16.154, 1.232, 1.247],
+        [16.173, 1.246, 1.170],
+        [0.666, 0.468, 0.468],
+        [0.282, 0.158, 0.154],
+        [0.255, 0.135, 0.140],
+        [0.261, 0.151, 0.147],
+        [0.405, 0.274, 0.281],
+        [0.240, 0.123, 0.128],
+        [0.237, 0.125, 0.122],
+        [0.231, 0.127, 0.125]
+    ]
+}
diff --git a/datafusion-vortex/run.sh b/datafusion-vortex/run.sh
new file mode 100755
index 000000000..32c93fc81
--- /dev/null
+++ b/datafusion-vortex/run.sh
@@ -0,0 +1,25 @@
+#!/bin/bash
+
+TRIES=3
+QUERY_NUM=1
+: > result.csv
+
+cat queries.sql | while read -r query; do
+    sync
+    echo 3 | sudo tee /proc/sys/vm/drop_caches >/dev/null
+
+    echo "$query" > /tmp/query.sql
+
+    echo -n "["
+    for i in $(seq 1 $TRIES); do
+        RES=$(vortex-datafusion-cli -f create.sql -f /tmp/query.sql 2>&1 | grep "Elapsed" | tail -1 | awk '{ print $2 }')
+        [[ $RES != "" ]] && \
+            echo -n "$RES" || \
+            echo -n "null"
+        [[ "$i" != $TRIES ]] && echo -n ", "
+        echo "${QUERY_NUM},${i},${RES}" >> result.csv
+    done
+    echo "],"
+
+    QUERY_NUM=$((QUERY_NUM + 1))
+done
diff --git a/datafusion-vortex/template.json b/datafusion-vortex/template.json
new file mode 100644
index 000000000..22a86d6fe
--- /dev/null
+++ b/datafusion-vortex/template.json
@@ -0,0 +1,12 @@
+{
+  "system": "DataFusion (Vortex, single)",
+  "proprietary": "no",
+  "hardware": "cpu",
+  "tuned": "no",
+  "tags": [
+    "Rust",
+    "column-oriented",
+    "embedded",
+    "stateless"
+  ]
+}