diff --git a/tests/manual/query_performance_runner.py b/tests/manual/query_performance_runner.py
new file mode 100644
index 000000000..25444c02c
--- /dev/null
+++ b/tests/manual/query_performance_runner.py
@@ -0,0 +1,97 @@
+# Copyright 2023 Memgraph Ltd.
+#
+# Use of this software is governed by the Business Source License
+# included in the file licenses/BSL.txt; by using this file, you agree to be bound by the terms of the Business Source
+# License, and you may not use this file except in compliance with the Business Source License.
+#
+# As of the Change Date specified in that file, in accordance with
+# the Business Source License, use of this software will be governed
+# by the Apache License, Version 2.0, included in the file
+# licenses/APL.txt.
+
+import argparse
+import json
+import os
+import subprocess
+import tempfile
+
+SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
+PROJECT_DIR = os.path.normpath(os.path.join(SCRIPT_DIR, "..", ".."))
+BUILD_DIR = os.path.join(PROJECT_DIR, "build")
+BINARY_DIR = os.path.join(BUILD_DIR, "tests/manual")
+DEFAULT_BENCHMARK_DIR = os.path.join(BINARY_DIR, "query_performance_benchmark")
+
+parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+parser.add_argument(
+    "--binary",
+    type=str,
+    default=os.path.join(BINARY_DIR, "query_performance"),
+    help="Path to the binary to use for the benchmark.",
+)
+parser.add_argument(
+    "--data-dir",
+    type=str,
+    default=tempfile.TemporaryDirectory().name,
+    help="Path to directory that can be used as a data directory for ",
+)
+parser.add_argument(
+    "--summary-path",
+    type=str,
+    default=os.path.join(DEFAULT_BENCHMARK_DIR, "summary.json"),
+    help="Path to which file write the summary.",
+)
+
+parser.add_argument("--init-queries-file", type=str, default=os.path.join(DEFAULT_BENCHMARK_DIR, "dataset.cypher"))
+parser.add_argument("--index-queries-file", type=str, default=os.path.join(DEFAULT_BENCHMARK_DIR, "indices.cypher"))
+parser.add_argument("--split-file", type=str, default=os.path.join(DEFAULT_BENCHMARK_DIR, "split_file"))
+
+parser.add_argument(
+    "--benchmark-queries-files",
+    type=str,
+    default=",".join(
+        [os.path.join(DEFAULT_BENCHMARK_DIR, file_name) for file_name in ["expand.cypher", "match_files.cypher"]]
+    ),
+)
+
+args = parser.parse_args()
+
+v2_results_path = os.path.join(DEFAULT_BENCHMARK_DIR, "v2_results.json")
+v3_results_path = os.path.join(DEFAULT_BENCHMARK_DIR, "v3_results.json")
+
+
+subprocess.run(
+    [
+        args.binary,
+        f"--split-file={args.split_file}",
+        f"--index-queries-file={args.index_queries_file}",
+        f"--init-queries-file={args.init_queries_file}",
+        f"--benchmark-queries-files={args.benchmark_queries_files}",
+        "--use-v3=false",
+        "--use-multi-frame=true",
+        f"--export-json-results={v2_results_path}",
+        f"--data-directory={args.data_dir}",
+    ]
+)
+
+subprocess.run(
+    [
+        args.binary,
+        f"--split-file={args.split_file}",
+        f"--index-queries-file={args.index_queries_file}",
+        f"--init-queries-file={args.init_queries_file}",
+        f"--benchmark-queries-files={args.benchmark_queries_files}",
+        "--use-v3=true",
+        "--use-multi-frame=true",
+        f"--export-json-results={v3_results_path}",
+        f"--data-directory={args.data_dir}",
+    ]
+)
+
+
+v2_results_file = open(v2_results_path)
+v2_results = json.load(v2_results_file)
+v3_results_file = open(v3_results_path)
+v3_results = json.load(v3_results_file)
+
+with open(args.summary_path, "w") as summary:
+    json.dump({"v2": v2_results, "v3": v3_results}, summary)