diff --git a/benchmarks/scripts/compare.sh b/benchmarks/scripts/compare.sh
index 067772bec..506c94015 100755
--- a/benchmarks/scripts/compare.sh
+++ b/benchmarks/scripts/compare.sh
@@ -11,9 +11,9 @@
 # Checking that critcmp is installed
 command -v critcmp > /dev/null 2>&1
 if [[ "$?" -ne 0 ]]; then
-    echo 'You must install critcmp to make this script working.'
-    echo '$ cargo install critcmp'
+    echo 'You must install critcmp to make this script work.'
     echo 'See: https://github.com/BurntSushi/critcmp'
+    echo '  $ cargo install critcmp'
     exit 1
 fi
 
@@ -21,38 +21,30 @@ if [[ $# -ne 2 ]]
   then
     echo 'Need 2 arguments.'
     echo 'Usage: '
-    echo '  $ ./compare.sh file_to_download1 file_to_download2'
+    echo '  $ ./compare.sh old new'
     echo 'Ex:'
     echo '  $ ./compare.sh songs_main_09a4321.json songs_geosearch_24ec456.json'
     exit 1
 fi
 
-file1="$1"
-file2="$2"
+old_file="$1"
+new_file="$2"
 s3_url='https://milli-benchmarks.fra1.digitaloceanspaces.com/critcmp_results'
-file1_s3_url="$s3_url/$file1"
-file2_s3_url="$s3_url/$file2"
-file1_local_path="/tmp/$file1"
-file2_local_path="/tmp/$file2"
 
-if [[ ! -f "$file1_local_path" ]]; then
-    curl "$file1_s3_url" -O "$file1_local_path"
-    if [[ "$?" -ne 0 ]]; then
-	    echo 'curl command failed.'
-	    exit 1
+for file in $old_file $new_file
+do
+    file_s3_url="$s3_url/$file"
+    file_local_path="/tmp/$file"
+
+    if [[ ! -f $file_local_path ]]; then
+        curl $file_s3_url --output $file_local_path --silent
+        if [[ "$?" -ne 0 ]]; then
+            echo 'curl command failed.'
+            exit 1
+        fi
     fi
-else
-    echo "$file1 already present in /tmp, no need to download."
-fi
+done
 
-if [[ ! -f "$file2_local_path" ]]; then
-    curl "$file2_s3_url" -O "$file2_local_path"
-    if [[ "$?" -ne 0 ]]; then
-	    echo 'curl command failed.'
-	    exit 1
-    fi
-else
-    echo "$file2 already present in /tmp, no need to download."
-fi
-
-critcmp --color always "$file1_local_path" "$file2_local_path"
+# Print the diff changes between the old and new benchmarks
+# by only displaying the lines that have a diff of more than 5%.
+critcmp --threshold 5 "/tmp/$old_file" "/tmp/$new_file"