diff --git a/tests/performance/nlp.xml b/tests/performance/nlp.xml
new file mode 100644
index 00000000000..adc889b10ca
--- /dev/null
+++ b/tests/performance/nlp.xml
@@ -0,0 +1,16 @@
+<test>
+    <preconditions>
+        <table_exists>hits_100m_single</table_exists>
+    </preconditions>
+
+    <create_query>CREATE TABLE hits_100m_words (words Array(String), UserID UInt64) ENGINE Memory</create_query>
+    <create_query>CREATE TABLE hits_100m_words_ws (words Array(String), UserID UInt64) ENGINE Memory</create_query>
+
+    <query>INSERT INTO hits_100m_words SELECT splitByNonAlpha(SearchPhrase) AS words, UserID FROM hits_100m_single WHERE length(words) > 0</query>
+    <query>INSERT INTO hits_100m_words_ws SELECT splitByWhitespace(SearchPhrase) AS words, UserID FROM hits_100m_single WHERE length(words) > 0</query>
+
+    <query>SELECT arrayMap(x -> stem('ru', x), words) FROM hits_100m_words FORMAT Null</query>
+
+    <drop_query>DROP TABLE IF EXISTS hits_100m_words</drop_query>
+    <drop_query>DROP TABLE IF EXISTS hits_100m_words_ws</drop_query>
+</test>
\ No newline at end of file