diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index fd53f15d8b..5318c3550c 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -68,6 +68,13 @@ SELECT 1 AS i UNION SELECT 2 ORDER BY i;
  2
 (2 rows)
 
+-- ? operator
+select '{"a":1, "b":2}'::jsonb ? 'b';
+ ?column? 
+----------
+ t
+(1 row)
+
 -- cte
 WITH t(f) AS (
   VALUES (1.0), (2.0)
@@ -79,24 +86,35 @@ WITH t(f) AS (
  2.0
 (2 rows)
 
+-- prepared statement with parameter
+PREPARE pgss_test (int) AS SELECT $1, 'test' LIMIT 1;
+EXECUTE pgss_test(1);
+ ?column? | ?column? 
+----------+----------
+        1 | test
+(1 row)
+
+DEALLOCATE pgss_test;
 SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
-                  query                  | calls | rows 
------------------------------------------+-------+------
- SELECT ?                               +|     4 |    4
-                                        +|       | 
-   AS "text"                             |       | 
- SELECT ? + ?                            |     2 |    2
- SELECT ? + ? + ? AS "add"               |     3 |    3
- SELECT ? AS "float"                     |     1 |    1
- SELECT ? AS "int"                       |     2 |    2
- SELECT ? AS i UNION SELECT ? ORDER BY i |     1 |    2
- SELECT ? || ?                           |     1 |    1
- SELECT pg_stat_statements_reset()       |     1 |    1
- WITH t(f) AS (                         +|     1 |    2
-   VALUES (?), (?)                      +|       | 
- )                                      +|       | 
-   SELECT f FROM t ORDER BY f            |       | 
-(9 rows)
+                       query                       | calls | rows 
+---------------------------------------------------+-------+------
+ PREPARE pgss_test (int) AS SELECT $1, $2 LIMIT $3 |     1 |    1
+ SELECT $1                                        +|     4 |    4
+                                                  +|       | 
+   AS "text"                                       |       | 
+ SELECT $1 + $2                                    |     2 |    2
+ SELECT $1 + $2 + $3 AS "add"                      |     3 |    3
+ SELECT $1 AS "float"                              |     1 |    1
+ SELECT $1 AS "int"                                |     2 |    2
+ SELECT $1 AS i UNION SELECT $2 ORDER BY i         |     1 |    2
+ SELECT $1 || $2                                   |     1 |    1
+ SELECT pg_stat_statements_reset()                 |     1 |    1
+ WITH t(f) AS (                                   +|     1 |    2
+   VALUES ($1), ($2)                              +|       | 
+ )                                                +|       | 
+   SELECT f FROM t ORDER BY f                      |       | 
+ select $1::jsonb ? $2                             |     1 |    1
+(11 rows)
 
 --
 -- CRUD: INSERT SELECT UPDATE DELETE on test table
@@ -108,7 +126,7 @@ SELECT pg_stat_statements_reset();
 (1 row)
 
 -- utility "create table" should not be shown
-CREATE TABLE test (a int, b char(20));
+CREATE TEMP TABLE test (a int, b char(20));
 INSERT INTO test VALUES(generate_series(1, 10), 'aaa');
 UPDATE test SET b = 'bbb' WHERE a > 7;
 DELETE FROM test WHERE a > 9;
@@ -125,6 +143,8 @@ BEGIN \;
 UPDATE test SET b = '555' WHERE a = 5 \;
 UPDATE test SET b = '666' WHERE a = 6 \;
 COMMIT ;
+-- many INSERT values
+INSERT INTO test (a, b) VALUES (1, 'a'), (2, 'b'), (3, 'c');
 -- SELECT with constants
 SELECT * FROM test WHERE a > 5 ORDER BY a ;
  a |          b           
@@ -147,8 +167,11 @@ SELECT *
 SELECT * FROM test ORDER BY a;
  a |          b           
 ---+----------------------
+ 1 | a                   
  1 | 111                 
+ 2 | b                   
  2 | 222                 
+ 3 | c                   
  3 | 333                 
  4 | 444                 
  5 | 555                 
@@ -156,19 +179,35 @@ SELECT * FROM test ORDER BY a;
  7 | aaa                 
  8 | bbb                 
  9 | bbb                 
-(9 rows)
+(12 rows)
+
+-- SELECT with IN clause
+SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5);
+ a |          b           
+---+----------------------
+ 1 | 111                 
+ 2 | 222                 
+ 3 | 333                 
+ 4 | 444                 
+ 5 | 555                 
+ 1 | a                   
+ 2 | b                   
+ 3 | c                   
+(8 rows)
 
 SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
-                       query                       | calls | rows 
----------------------------------------------------+-------+------
- DELETE FROM test WHERE a > ?                      |     1 |    1
- INSERT INTO test VALUES(generate_series(?, ?), ?) |     1 |   10
- SELECT * FROM test ORDER BY a                     |     1 |    9
- SELECT * FROM test WHERE a > ? ORDER BY a         |     2 |    4
- SELECT pg_stat_statements_reset()                 |     1 |    1
- UPDATE test SET b = ? WHERE a = ?                 |     6 |    6
- UPDATE test SET b = ? WHERE a > ?                 |     1 |    3
-(7 rows)
+                            query                            | calls | rows 
+-------------------------------------------------------------+-------+------
+ DELETE FROM test WHERE a > $1                               |     1 |    1
+ INSERT INTO test (a, b) VALUES ($1, $2), ($3, $4), ($5, $6) |     1 |    3
+ INSERT INTO test VALUES(generate_series($1, $2), $3)        |     1 |   10
+ SELECT * FROM test ORDER BY a                               |     1 |   12
+ SELECT * FROM test WHERE a > $1 ORDER BY a                  |     2 |    4
+ SELECT * FROM test WHERE a IN ($1, $2, $3, $4, $5)          |     1 |    8
+ SELECT pg_stat_statements_reset()                           |     1 |    1
+ UPDATE test SET b = $1 WHERE a = $2                         |     6 |    6
+ UPDATE test SET b = $1 WHERE a > $2                         |     1 |    3
+(9 rows)
 
 --
 -- pg_stat_statements.track = none
@@ -251,9 +290,9 @@ SELECT PLUS_ONE(10);
 SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
                query               | calls | rows 
 -----------------------------------+-------+------
- SELECT ?::TEXT                    |     1 |    1
- SELECT PLUS_ONE(?)                |     2 |    2
- SELECT PLUS_TWO(?)                |     2 |    2
+ SELECT $1::TEXT                   |     1 |    1
+ SELECT PLUS_ONE($1)               |     2 |    2
+ SELECT PLUS_TWO($1)               |     2 |    2
  SELECT pg_stat_statements_reset() |     1 |    1
 (4 rows)
 
@@ -308,10 +347,10 @@ SELECT PLUS_ONE(1);
 SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
                query               | calls | rows 
 -----------------------------------+-------+------
- SELECT (i + ? + ?)::INTEGER       |     2 |    2
- SELECT (i + ?)::INTEGER LIMIT ?   |     2 |    2
- SELECT PLUS_ONE(?)                |     2 |    2
- SELECT PLUS_TWO(?)                |     2 |    2
+ SELECT (i + $2 + $3)::INTEGER     |     2 |    2
+ SELECT (i + $2)::INTEGER LIMIT $3 |     2 |    2
+ SELECT PLUS_ONE($1)               |     2 |    2
+ SELECT PLUS_TWO($1)               |     2 |    2
  SELECT pg_stat_statements_reset() |     1 |    1
 (5 rows)
 
@@ -352,7 +391,7 @@ SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
  DROP FUNCTION PLUS_TWO(INTEGER)           |     1 |    0
  DROP TABLE IF EXISTS test                 |     3 |    0
  DROP TABLE test                           |     1 |    0
- SELECT ?                                  |     1 |    1
+ SELECT $1                                 |     1 |    1
  SELECT pg_stat_statements_reset()         |     1 |    1
 (8 rows)
 
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 42f43233f8..cd4c16e9d2 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -27,10 +27,10 @@
  * to blame query costs on the proper queryId.
  *
  * To facilitate presenting entries to users, we create "representative" query
- * strings in which constants are replaced with '?' characters, to make it
- * clearer what a normalized entry can represent.  To save on shared memory,
- * and to avoid having to truncate oversized query strings, we store these
- * strings in a temporary external query-texts file.  Offsets into this
+ * strings in which constants are replaced with parameter symbols ($n), to
+ * make it clearer what a normalized entry can represent.  To save on shared
+ * memory, and to avoid having to truncate oversized query strings, we store
+ * these strings in a temporary external query-texts file.  Offsets into this
  * file are kept in shared memory.
  *
  * Note about locking issues: to create or delete an entry in the shared
@@ -219,6 +219,9 @@ typedef struct pgssJumbleState
 
 	/* Current number of valid entries in clocations array */
 	int			clocations_count;
+
+	/* highest Param id we've seen, in order to start normalization correctly */
+	int			highest_extern_param_id;
 } pgssJumbleState;
 
 /*---- Local variables ----*/
@@ -803,6 +806,7 @@ pgss_post_parse_analyze(ParseState *pstate, Query *query)
 	jstate.clocations = (pgssLocationLen *)
 		palloc(jstate.clocations_buf_size * sizeof(pgssLocationLen));
 	jstate.clocations_count = 0;
+	jstate.highest_extern_param_id = 0;
 
 	/* Compute query ID and mark the Query node with it */
 	JumbleQuery(&jstate, query);
@@ -2482,6 +2486,10 @@ JumbleExpr(pgssJumbleState *jstate, Node *node)
 				APP_JUMB(p->paramkind);
 				APP_JUMB(p->paramid);
 				APP_JUMB(p->paramtype);
+				/* Also, track the highest external Param id */
+				if (p->paramkind == PARAM_EXTERN &&
+					p->paramid > jstate->highest_extern_param_id)
+					jstate->highest_extern_param_id = p->paramid;
 			}
 			break;
 		case T_Aggref:
@@ -2874,7 +2882,7 @@ JumbleExpr(pgssJumbleState *jstate, Node *node)
 			break;
 		case T_TableFunc:
 			{
-				TableFunc	*tablefunc = (TableFunc *) node;
+				TableFunc  *tablefunc = (TableFunc *) node;
 
 				JumbleExpr(jstate, tablefunc->docexpr);
 				JumbleExpr(jstate, tablefunc->rowexpr);
@@ -2938,7 +2946,8 @@ RecordConstLocation(pgssJumbleState *jstate, int location)
  * of interest, so it's worth doing.)
  *
  * *query_len_p contains the input string length, and is updated with
- * the result string length (which cannot be longer) on exit.
+ * the result string length on exit.  The resulting string might be longer
+ * or shorter depending on what happens with replacement of constants.
  *
  * Returns a palloc'd string.
  */
@@ -2949,6 +2958,7 @@ generate_normalized_query(pgssJumbleState *jstate, const char *query,
 	char	   *norm_query;
 	int			query_len = *query_len_p;
 	int			i,
+				norm_query_buflen,		/* Space allowed for norm_query */
 				len_to_wrt,		/* Length (in bytes) to write */
 				quer_loc = 0,	/* Source query byte location */
 				n_quer_loc = 0, /* Normalized query byte location */
@@ -2961,8 +2971,17 @@ generate_normalized_query(pgssJumbleState *jstate, const char *query,
 	 */
 	fill_in_constant_lengths(jstate, query, query_loc);
 
+	/*
+	 * Allow for $n symbols to be longer than the constants they replace.
+	 * Constants must take at least one byte in text form, while a $n symbol
+	 * certainly isn't more than 11 bytes, even if n reaches INT_MAX.  We
+	 * could refine that limit based on the max value of n for the current
+	 * query, but it hardly seems worth any extra effort to do so.
+	 */
+	norm_query_buflen = query_len + jstate->clocations_count * 10;
+
 	/* Allocate result buffer */
-	norm_query = palloc(query_len + 1);
+	norm_query = palloc(norm_query_buflen + 1);
 
 	for (i = 0; i < jstate->clocations_count; i++)
 	{
@@ -2986,8 +3005,9 @@ generate_normalized_query(pgssJumbleState *jstate, const char *query,
 		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
 		n_quer_loc += len_to_wrt;
 
-		/* And insert a '?' in place of the constant token */
-		norm_query[n_quer_loc++] = '?';
+		/* And insert a param symbol in place of the constant token */
+		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+							  i + 1 + jstate->highest_extern_param_id);
 
 		quer_loc = off + tok_len;
 		last_off = off;
@@ -3004,7 +3024,7 @@ generate_normalized_query(pgssJumbleState *jstate, const char *query,
 	memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
 	n_quer_loc += len_to_wrt;
 
-	Assert(n_quer_loc <= query_len);
+	Assert(n_quer_loc <= norm_query_buflen);
 	norm_query[n_quer_loc] = '\0';
 
 	*query_len_p = n_quer_loc;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index 385c8a8d99..a8361fd1bf 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -37,12 +37,20 @@ SELECT :add + 1 + 1 AS "add" \gset
 -- set operator
 SELECT 1 AS i UNION SELECT 2 ORDER BY i;
 
+-- ? operator
+select '{"a":1, "b":2}'::jsonb ? 'b';
+
 -- cte
 WITH t(f) AS (
   VALUES (1.0), (2.0)
 )
   SELECT f FROM t ORDER BY f;
 
+-- prepared statement with parameter
+PREPARE pgss_test (int) AS SELECT $1, 'test' LIMIT 1;
+EXECUTE pgss_test(1);
+DEALLOCATE pgss_test;
+
 SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
 
 --
@@ -51,7 +59,7 @@ SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
 SELECT pg_stat_statements_reset();
 
 -- utility "create table" should not be shown
-CREATE TABLE test (a int, b char(20));
+CREATE TEMP TABLE test (a int, b char(20));
 
 INSERT INTO test VALUES(generate_series(1, 10), 'aaa');
 UPDATE test SET b = 'bbb' WHERE a > 7;
@@ -74,6 +82,9 @@ UPDATE test SET b = '555' WHERE a = 5 \;
 UPDATE test SET b = '666' WHERE a = 6 \;
 COMMIT ;
 
+-- many INSERT values
+INSERT INTO test (a, b) VALUES (1, 'a'), (2, 'b'), (3, 'c');
+
 -- SELECT with constants
 SELECT * FROM test WHERE a > 5 ORDER BY a ;
 
@@ -85,6 +96,9 @@ SELECT *
 -- SELECT without constants
 SELECT * FROM test ORDER BY a;
 
+-- SELECT with IN clause
+SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5);
+
 SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
 
 --
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index d4f09fc2a3..082994cae0 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -244,11 +244,12 @@
   </para>
 
   <para>
-   When a constant's value has been ignored for purposes of matching the
-   query to other queries, the constant is replaced by <literal>?</literal>
-   in the <structname>pg_stat_statements</> display.  The rest of the query
-   text is that of the first query that had the particular
-   <structfield>queryid</> hash value associated with the
+   When a constant's value has been ignored for purposes of matching the query
+   to other queries, the constant is replaced by a parameter symbol, such
+   as <literal>$1</literal>, in the <structname>pg_stat_statements</>
+   display.
+   The rest of the query text is that of the first query that had the
+   particular <structfield>queryid</> hash value associated with the
    <structname>pg_stat_statements</> entry.
   </para>
 
@@ -301,6 +302,18 @@
    replicas.  If in doubt, direct testing is recommended.
   </para>
 
+  <para>
+   The parameter symbols used to replace constants in
+   representative query texts start from the next number after the
+   highest <literal>$</><replaceable>n</> parameter in the original query
+   text, or <literal>$1</> if there was none.  It's worth noting that in
+   some cases there may be hidden parameter symbols that affect this
+   numbering.  For example, <application>PL/pgSQL</> uses hidden parameter
+   symbols to insert values of function local variables into queries, so that
+   a <application>PL/pgSQL</> statement like <literal>SELECT i + 1 INTO j</>
+   would have representative text like <literal>SELECT i + $2</>.
+  </para>
+
   <para>
    The representative query texts are kept in an external disk file, and do
    not consume shared memory.  Therefore, even very lengthy query texts can
@@ -481,13 +494,13 @@ bench=# SELECT query, calls, total_time, rows, 100.0 * shared_blks_hit /
                nullif(shared_blks_hit + shared_blks_read, 0) AS hit_percent
           FROM pg_stat_statements ORDER BY total_time DESC LIMIT 5;
 -[ RECORD 1 ]---------------------------------------------------------------------
-query       | UPDATE pgbench_branches SET bbalance = bbalance + ? WHERE bid = ?;
+query       | UPDATE pgbench_branches SET bbalance = bbalance + $1 WHERE bid = $2;
 calls       | 3000
 total_time  | 9609.00100000002
 rows        | 2836
 hit_percent | 99.9778970000200936
 -[ RECORD 2 ]---------------------------------------------------------------------
-query       | UPDATE pgbench_tellers SET tbalance = tbalance + ? WHERE tid = ?;
+query       | UPDATE pgbench_tellers SET tbalance = tbalance + $1 WHERE tid = $2;
 calls       | 3000
 total_time  | 8015.156
 rows        | 2990
@@ -499,7 +512,7 @@ total_time  | 310.624
 rows        | 100000
 hit_percent | 0.30395136778115501520
 -[ RECORD 4 ]---------------------------------------------------------------------
-query       | UPDATE pgbench_accounts SET abalance = abalance + ? WHERE aid = ?;
+query       | UPDATE pgbench_accounts SET abalance = abalance + $1 WHERE aid = $2;
 calls       | 3000
 total_time  | 271.741999999997
 rows        | 3000