diff --git a/contrib/pg_stat_statements/expected/level_tracking.out b/contrib/pg_stat_statements/expected/level_tracking.out
index d924c87b41..e7b29e9c99 100644
--- a/contrib/pg_stat_statements/expected/level_tracking.out
+++ b/contrib/pg_stat_statements/expected/level_tracking.out
@@ -67,6 +67,61 @@ SELECT toplevel, calls, query FROM pg_stat_statements
  t        |     1 | SET pg_stat_statements.track = 'all'
 (7 rows)
 
+-- DO block - top-level tracking without utility.
+SET pg_stat_statements.track = 'top';
+SET pg_stat_statements.track_utility = FALSE;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+DELETE FROM stats_track_tab;
+DO $$
+BEGIN
+  DELETE FROM stats_track_tab;
+END; $$;
+DO LANGUAGE plpgsql $$
+BEGIN
+  -- this is a SELECT
+  PERFORM 'hello world'::TEXT;
+END; $$;
+SELECT toplevel, calls, query FROM pg_stat_statements
+  ORDER BY query COLLATE "C", toplevel;
+ toplevel | calls |               query               
+----------+-------+-----------------------------------
+ t        |     1 | DELETE FROM stats_track_tab
+ t        |     1 | SELECT pg_stat_statements_reset()
+(2 rows)
+
+-- DO block - all-level tracking without utility.
+SET pg_stat_statements.track = 'all';
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+DELETE FROM stats_track_tab;
+DO $$
+BEGIN
+  DELETE FROM stats_track_tab;
+END; $$;
+DO LANGUAGE plpgsql $$
+BEGIN
+  -- this is a SELECT
+  PERFORM 'hello world'::TEXT;
+END; $$;
+SELECT toplevel, calls, query FROM pg_stat_statements
+  ORDER BY query COLLATE "C", toplevel;
+ toplevel | calls |               query               
+----------+-------+-----------------------------------
+ f        |     1 | DELETE FROM stats_track_tab
+ t        |     1 | DELETE FROM stats_track_tab
+ f        |     1 | SELECT $1::TEXT
+ t        |     1 | SELECT pg_stat_statements_reset()
+(4 rows)
+
 -- PL/pgSQL function - top-level tracking.
 SET pg_stat_statements.track = 'top';
 SET pg_stat_statements.track_utility = FALSE;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 767b6ceb10..da5ef7d0b7 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -99,13 +99,6 @@ static const uint32 PGSS_PG_MAJOR_VERSION = PG_VERSION_NUM / 100;
 #define USAGE_DEALLOC_PERCENT	5	/* free this % of entries at once */
 #define IS_STICKY(c)	((c.calls[PGSS_PLAN] + c.calls[PGSS_EXEC]) == 0)
 
-/*
- * Utility statements that pgss_ProcessUtility and pgss_post_parse_analyze
- * ignores.
- */
-#define PGSS_HANDLED_UTILITY(n)		(!IsA(n, ExecuteStmt) && \
-									!IsA(n, PrepareStmt))
-
 /*
  * Extension version number, for supporting older extension versions' objects
  */
@@ -840,12 +833,14 @@ pgss_post_parse_analyze(ParseState *pstate, Query *query, JumbleState *jstate)
 		return;
 
 	/*
-	 * Clear queryId for prepared statements related utility, as those will
-	 * inherit from the underlying statement's one.
+	 * If it's EXECUTE, clear the queryId so that stats will accumulate for
+	 * the underlying PREPARE.  But don't do this if we're not tracking
+	 * utility statements, to avoid messing up another extension that might be
+	 * tracking them.
 	 */
 	if (query->utilityStmt)
 	{
-		if (pgss_track_utility && !PGSS_HANDLED_UTILITY(query->utilityStmt))
+		if (pgss_track_utility && IsA(query->utilityStmt, ExecuteStmt))
 		{
 			query->queryId = UINT64CONST(0);
 			return;
@@ -1097,6 +1092,7 @@ pgss_ProcessUtility(PlannedStmt *pstmt, const char *queryString,
 	uint64		saved_queryId = pstmt->queryId;
 	int			saved_stmt_location = pstmt->stmt_location;
 	int			saved_stmt_len = pstmt->stmt_len;
+	bool		enabled = pgss_track_utility && pgss_enabled(exec_nested_level);
 
 	/*
 	 * Force utility statements to get queryId zero.  We do this even in cases
@@ -1112,7 +1108,7 @@ pgss_ProcessUtility(PlannedStmt *pstmt, const char *queryString,
 	 * that user configured another extension to handle utility statements
 	 * only.
 	 */
-	if (pgss_enabled(exec_nested_level) && pgss_track_utility)
+	if (enabled)
 		pstmt->queryId = UINT64CONST(0);
 
 	/*
@@ -1124,11 +1120,13 @@ pgss_ProcessUtility(PlannedStmt *pstmt, const char *queryString,
 	 * hash table entry for the PREPARE (with hash calculated from the query
 	 * string), and then a different one with the same query string (but hash
 	 * calculated from the query tree) would be used to accumulate costs of
-	 * ensuing EXECUTEs.  This would be confusing, and inconsistent with other
-	 * cases where planning time is not included at all.
+	 * ensuing EXECUTEs.  This would be confusing.  Since PREPARE doesn't
+	 * actually run the planner (only parse+rewrite), its costs are generally
+	 * pretty negligible and it seems okay to just ignore it.
 	 */
-	if (pgss_track_utility && pgss_enabled(exec_nested_level) &&
-		PGSS_HANDLED_UTILITY(parsetree))
+	if (enabled &&
+		!IsA(parsetree, ExecuteStmt) &&
+		!IsA(parsetree, PrepareStmt))
 	{
 		instr_time	start;
 		instr_time	duration;
@@ -1206,14 +1204,41 @@ pgss_ProcessUtility(PlannedStmt *pstmt, const char *queryString,
 	}
 	else
 	{
-		if (prev_ProcessUtility)
-			prev_ProcessUtility(pstmt, queryString, readOnlyTree,
-								context, params, queryEnv,
-								dest, qc);
-		else
-			standard_ProcessUtility(pstmt, queryString, readOnlyTree,
+		/*
+		 * Even though we're not tracking execution time for this statement,
+		 * we must still increment the nesting level, to ensure that functions
+		 * evaluated within it are not seen as top-level calls.  But don't do
+		 * so for EXECUTE; that way, when control reaches pgss_planner or
+		 * pgss_ExecutorStart, we will treat the costs as top-level if
+		 * appropriate.  Likewise, don't bump for PREPARE, so that parse
+		 * analysis will treat the statement as top-level if appropriate.
+		 *
+		 * To be absolutely certain we don't mess up the nesting level,
+		 * evaluate the bump_level condition just once.
+		 */
+		bool		bump_level =
+			!IsA(parsetree, ExecuteStmt) &&
+			!IsA(parsetree, PrepareStmt);
+
+		if (bump_level)
+			exec_nested_level++;
+		PG_TRY();
+		{
+			if (prev_ProcessUtility)
+				prev_ProcessUtility(pstmt, queryString, readOnlyTree,
 									context, params, queryEnv,
 									dest, qc);
+			else
+				standard_ProcessUtility(pstmt, queryString, readOnlyTree,
+										context, params, queryEnv,
+										dest, qc);
+		}
+		PG_FINALLY();
+		{
+			if (bump_level)
+				exec_nested_level--;
+		}
+		PG_END_TRY();
 	}
 }
 
diff --git a/contrib/pg_stat_statements/sql/level_tracking.sql b/contrib/pg_stat_statements/sql/level_tracking.sql
index 0c20b8ce69..eab881a43b 100644
--- a/contrib/pg_stat_statements/sql/level_tracking.sql
+++ b/contrib/pg_stat_statements/sql/level_tracking.sql
@@ -33,6 +33,39 @@ END; $$;
 SELECT toplevel, calls, query FROM pg_stat_statements
   ORDER BY query COLLATE "C", toplevel;
 
+-- DO block - top-level tracking without utility.
+SET pg_stat_statements.track = 'top';
+SET pg_stat_statements.track_utility = FALSE;
+SELECT pg_stat_statements_reset();
+DELETE FROM stats_track_tab;
+DO $$
+BEGIN
+  DELETE FROM stats_track_tab;
+END; $$;
+DO LANGUAGE plpgsql $$
+BEGIN
+  -- this is a SELECT
+  PERFORM 'hello world'::TEXT;
+END; $$;
+SELECT toplevel, calls, query FROM pg_stat_statements
+  ORDER BY query COLLATE "C", toplevel;
+
+-- DO block - all-level tracking without utility.
+SET pg_stat_statements.track = 'all';
+SELECT pg_stat_statements_reset();
+DELETE FROM stats_track_tab;
+DO $$
+BEGIN
+  DELETE FROM stats_track_tab;
+END; $$;
+DO LANGUAGE plpgsql $$
+BEGIN
+  -- this is a SELECT
+  PERFORM 'hello world'::TEXT;
+END; $$;
+SELECT toplevel, calls, query FROM pg_stat_statements
+  ORDER BY query COLLATE "C", toplevel;
+
 -- PL/pgSQL function - top-level tracking.
 SET pg_stat_statements.track = 'top';
 SET pg_stat_statements.track_utility = FALSE;