diff --git a/userapi/storage/postgres/stats_table.go b/userapi/storage/postgres/stats_table.go
index 5fec65fb2..a808b8283 100644
--- a/userapi/storage/postgres/stats_table.go
+++ b/userapi/storage/postgres/stats_table.go
@@ -22,6 +22,7 @@ import (
 	"github.com/lib/pq"
 	"github.com/matrix-org/dendrite/internal"
 	"github.com/matrix-org/dendrite/internal/sqlutil"
+	"github.com/matrix-org/dendrite/userapi/api"
 	"github.com/matrix-org/dendrite/userapi/storage/tables"
 	"github.com/matrix-org/dendrite/userapi/types"
 	"github.com/matrix-org/gomatrixserverlib"
@@ -119,16 +120,18 @@ const countUserByAccountTypeSQL = `
 SELECT COUNT(*) FROM account_accounts WHERE account_type = ANY($1)
 `
 
+// $1 = All non guest AccountType IDs
+// $2 = Guest AccountType
 const countRegisteredUserByTypeStmt = `
 SELECT user_type, COUNT(*) AS count FROM (
 	SELECT
     CASE
-    	WHEN account_type<>2 AND appservice_id IS NULL THEN 'native'
-        WHEN account_type=2 AND appservice_id IS NULL THEN 'guest'
-        WHEN account_type<>2 AND appservice_id IS NOT NULL THEN 'bridged'
+    	WHEN account_type = ANY($1) AND appservice_id IS NULL THEN 'native'
+        WHEN account_type = $2 AND appservice_id IS NULL THEN 'guest'
+        WHEN account_type = ANY($1) AND appservice_id IS NOT NULL THEN 'bridged'
 	END AS user_type
     FROM account_accounts
-    WHERE created_ts > $1
+    WHERE created_ts > $3
 ) AS t GROUP BY user_type
 `
 
@@ -202,7 +205,12 @@ func (s *statsStatements) startTimers() {
 func (s *statsStatements) allUsers(ctx context.Context, txn *sql.Tx) (result int64, err error) {
 	stmt := sqlutil.TxStmt(txn, s.countUserByAccountTypeStmt)
 	err = stmt.QueryRowContext(ctx,
-		pq.Int64Array{1, 2, 3, 4},
+		pq.Int64Array{
+			int64(api.AccountTypeUser),
+			int64(api.AccountTypeGuest),
+			int64(api.AccountTypeAdmin),
+			int64(api.AccountTypeAppService),
+		},
 	).Scan(&result)
 	return
 }
@@ -210,7 +218,11 @@ func (s *statsStatements) allUsers(ctx context.Context, txn *sql.Tx) (result int
 func (s *statsStatements) nonBridgedUsers(ctx context.Context, txn *sql.Tx) (result int64, err error) {
 	stmt := sqlutil.TxStmt(txn, s.countUserByAccountTypeStmt)
 	err = stmt.QueryRowContext(ctx,
-		pq.Int64Array{1, 2, 3},
+		pq.Int64Array{
+			int64(api.AccountTypeUser),
+			int64(api.AccountTypeGuest),
+			int64(api.AccountTypeAdmin),
+		},
 	).Scan(&result)
 	return
 }
@@ -220,6 +232,12 @@ func (s *statsStatements) registeredUserByType(ctx context.Context, txn *sql.Tx)
 	registeredAfter := time.Now().AddDate(0, 0, -1)
 
 	rows, err := stmt.QueryContext(ctx,
+		pq.Int64Array{
+			int64(api.AccountTypeUser),
+			int64(api.AccountTypeAdmin),
+			int64(api.AccountTypeAppService),
+		},
+		api.AccountTypeGuest,
 		gomatrixserverlib.AsTimestamp(registeredAfter),
 	)
 	if err != nil {
diff --git a/userapi/storage/sqlite3/stats_table.go b/userapi/storage/sqlite3/stats_table.go
index 688f099b7..b6e5e3bd0 100644
--- a/userapi/storage/sqlite3/stats_table.go
+++ b/userapi/storage/sqlite3/stats_table.go
@@ -22,6 +22,7 @@ import (
 
 	"github.com/matrix-org/dendrite/internal"
 	"github.com/matrix-org/dendrite/internal/sqlutil"
+	"github.com/matrix-org/dendrite/userapi/api"
 	"github.com/matrix-org/dendrite/userapi/storage/tables"
 	"github.com/matrix-org/dendrite/userapi/types"
 	"github.com/matrix-org/gomatrixserverlib"
@@ -119,16 +120,18 @@ const countUserByAccountTypeSQL = `
 SELECT COUNT(*) FROM account_accounts WHERE account_type IN ($1)
 `
 
+// $1 = Guest AccountType
+// $3 & $4 = All non guest AccountType IDs
 const countRegisteredUserByTypeStmt = `
 SELECT user_type, COUNT(*) AS count FROM (
 	SELECT
     CASE
-    	WHEN account_type<>2 AND appservice_id IS NULL THEN 'native'
-        WHEN account_type=2 AND appservice_id IS NULL THEN 'guest'
-        WHEN account_type<>2 AND appservice_id IS NOT NULL THEN 'bridged'
+    	WHEN account_type IN ($3) AND appservice_id IS NULL THEN 'native'
+        WHEN account_type = $1 AND appservice_id IS NULL THEN 'guest'
+		WHEN account_type IN ($4) AND appservice_id IS NOT NULL THEN 'bridged'
 	END AS user_type
     FROM account_accounts
-    WHERE created_ts > $1
+    WHERE created_ts > $2
 ) AS t GROUP BY user_type
 `
 
@@ -228,12 +231,29 @@ func (s *statsStatements) nonBridgedUsers(ctx context.Context, txn *sql.Tx) (res
 }
 
 func (s *statsStatements) registeredUserByType(ctx context.Context, txn *sql.Tx) (map[string]int64, error) {
-	stmt := sqlutil.TxStmt(txn, s.countRegisteredUserByTypeStmt)
+	// $1 = Guest AccountType; $2 = timestamp
+	// $3 & $4 = All non guest AccountType IDs
+	nonGuests := []api.AccountType{api.AccountTypeUser, api.AccountTypeAdmin, api.AccountTypeAppService}
+	countSQL := strings.Replace(countRegisteredUserByTypeStmt, "($3)", sqlutil.QueryVariadicOffset(len(nonGuests), 2), 1)
+	countSQL = strings.Replace(countSQL, "($4)", sqlutil.QueryVariadicOffset(len(nonGuests), 2+len(nonGuests)), 1)
+
+	countRegisterdUserByType, err := txn.Prepare(countSQL)
+	if err != nil {
+		return nil, err
+	}
+	stmt := sqlutil.TxStmt(txn, countRegisterdUserByType)
 	registeredAfter := time.Now().AddDate(0, 0, -1)
 
-	rows, err := stmt.QueryContext(ctx,
-		gomatrixserverlib.AsTimestamp(registeredAfter),
-	)
+	params := make([]interface{}, len(nonGuests)*2+2)
+	params[0] = api.AccountTypeGuest                           // $1
+	params[1] = gomatrixserverlib.AsTimestamp(registeredAfter) // $2
+	// nonGuests is used twice
+	for i, v := range nonGuests {
+		params[i+2] = v                // i: 2 3 4 => ($3, $4, $5)
+		params[i+2+len(nonGuests)] = v // i: 5 6 7 => ($6, $7, $8)
+	}
+
+	rows, err := stmt.QueryContext(ctx, params...)
 	if err != nil {
 		return nil, err
 	}