diff --git a/script/benchmark_ck_vs_ck_tile.py b/script/benchmark_ck_vs_ck_tile.py
new file mode 100755
index 0000000000..b943fdc269
--- /dev/null
+++ b/script/benchmark_ck_vs_ck_tile.py
@@ -0,0 +1,69 @@
+#!/usr/bin/env python3
+
+import os
+import argparse
+import subprocess
+import sys
+
+def parse_cli_args():
+    """Parse command line arguments"""
+    parser = argparse.ArgumentParser(description="Run CK and CK Tile convolution profilers.")
+    parser.add_argument("--file", type=str, dest="file", required=True, help="Path to the file containing test cases.")
+    parser.add_argument("--log-to-stdout", action="store_true", help="Log profiler output to stdout instead of /dev/null.")
+    parser.add_argument("--bin-path", type=str, dest="bin_path", required=True, help="Path to the CK/CK Tile profiler executables.")
+    
+    args, unknown_args = parser.parse_known_args()
+    
+    if unknown_args:
+        print(f"Unknown arguments: {unknown_args}", file=sys.stderr)
+        sys.exit(1)
+    
+    return args
+
+class ProfilerType:
+    CK = 1
+    CK_TILE = 2
+
+def run_ck_profiler_cmd(cmd_args, profiler_type, bin_path, log_to_stdout=False):
+    profiler = "ckTileProfiler" if profiler_type == ProfilerType.CK_TILE else "ckProfiler"
+    profiler_path = os.path.join(bin_path, profiler)
+    cmd = [profiler_path] + cmd_args
+    cmd_str = ' '.join(cmd)
+
+    if log_to_stdout:
+      subprocess.run(cmd) 
+    else:
+      with open(os.devnull, 'w') as devnull:
+        timeoutInSec = 300
+        try:
+          subprocess.run(cmd, stdout=devnull, timeout=timeoutInSec)
+        except subprocess.TimeoutExpired:
+          print(f"Command '{cmd_str}' timed out after {timeoutInSec} seconds.", file=sys.stderr)
+
+def get_profiler_commands(file):
+  profiler_commands = []
+  with open(file, 'r') as f:
+    lines = f.readlines()
+    lines = lines[1:]  # Skip the header line
+    lines = list(dict.fromkeys(lines))
+    for line in lines:
+        line = line.strip()
+        cmd = [x.strip() for x in line.split(' ') if x.strip() and x.strip() != '']
+        profiler_commands.append(cmd)
+  return profiler_commands
+
+def main():
+  args = parse_cli_args()
+  profiler_commands = get_profiler_commands(args.file)
+  print(f"Got {len(profiler_commands)} unique commands to run.")
+
+  for i, cmd in enumerate(profiler_commands):
+      cmd_concatenated_str = ' '.join(cmd)
+      print(f"\n####################################################################################################################")
+      print(f"Running command {i + 1}/{len(profiler_commands)}: {cmd_concatenated_str}")
+      print(f"######################################################################################################################")
+      run_ck_profiler_cmd(cmd, ProfilerType.CK_TILE, args.bin_path, args.log_to_stdout)
+      run_ck_profiler_cmd(cmd, ProfilerType.CK, args.bin_path, args.log_to_stdout)
+  
+if __name__ == "__main__":
+    main()
\ No newline at end of file