diff --git a/spyder/plugins/run/confpage.py b/spyder/plugins/run/confpage.py
index 64cce2b65c1..ba2847340c0 100644
--- a/spyder/plugins/run/confpage.py
+++ b/spyder/plugins/run/confpage.py
@@ -16,11 +16,11 @@
 from qtpy.QtCore import Qt
 from qtpy.QtWidgets import (
     QAbstractItemView,
+    QGroupBox,
     QHBoxLayout,
     QHeaderView,
     QLabel,
     QVBoxLayout,
-    QWidget,
 )
 
 # Local imports
@@ -208,15 +208,15 @@ def setup_page(self):
 
         about_label = QLabel(
             _(
-                "The following are the global configuration settings of the "
-                "different plugins that can execute files in Spyder."
+                "The following are the global configuration presets of the "
+                "different runners that can execute files in Spyder."
             )
         )
         about_label.setWordWrap(True)
 
         # The paremeters table needs to be created before the executor_combo
         # below, although is displayed after it.
-        params_label = QLabel(_('Available parameters:'))
+        params_label = QLabel(_('Configuration presets:'))
         self.params_table = RunParametersTableView(self, self.table_model)
         self.params_table.setMaximumHeight(180)
 
@@ -225,7 +225,7 @@ def setup_page(self):
         params_table_layout.addWidget(self.params_table)
         params_table_layout.addSpacing(2 * AppStyle.MarginSize)
 
-        executor_label = QLabel(_("Executor:"))
+        executor_label = QLabel(_("Runner:"))
         self.executor_combo = SpyderComboBox(self)
         self.executor_combo.setMinimumWidth(250)
         self.executor_combo.currentIndexChanged.connect(
@@ -285,18 +285,18 @@ def setup_page(self):
         buttons_layout.addStretch()
 
         # Final layout
-        vlayout = QVBoxLayout()
-        vlayout.addWidget(about_label)
-        vlayout.addSpacing(3 * AppStyle.MarginSize)
-        vlayout.addLayout(executor_layout)
-        vlayout.addSpacing(3 * AppStyle.MarginSize)
-        vlayout.addWidget(params_label)
-        vlayout.addLayout(params_table_layout)
-        vlayout.addSpacing(AppStyle.MarginSize)
-        vlayout.addLayout(buttons_layout)
-        vlayout.addStretch()
-        executor_widget = QWidget(self)
-        executor_widget.setLayout(vlayout)
+        presets_group = QGroupBox(_("Global presets"))
+        presets_layout = QVBoxLayout()
+        presets_group.setLayout(presets_layout)
+
+        presets_layout.addWidget(about_label)
+        presets_layout.addSpacing(3 * AppStyle.MarginSize)
+        presets_layout.addLayout(executor_layout)
+        presets_layout.addSpacing(3 * AppStyle.MarginSize)
+        presets_layout.addWidget(params_label)
+        presets_layout.addLayout(params_table_layout)
+        presets_layout.addSpacing(AppStyle.MarginSize)
+        presets_layout.addLayout(buttons_layout)
 
         # --- Editor interactions tab ---
         newcb = self.create_checkbox
@@ -305,15 +305,19 @@ def setup_page(self):
         run_cell_box = newcb(_("Copy full cell contents to the console when "
                                "running code cells"), 'run_cell_copy')
 
+        run_group = QGroupBox(_("Editor interactions"))
         run_layout = QVBoxLayout()
+        run_group.setLayout(run_layout)
+
         run_layout.addWidget(saveall_box)
         run_layout.addWidget(run_cell_box)
-        run_widget = QWidget(self)
-        run_widget.setLayout(run_layout)
 
-        # --- Tabs ---
-        self.create_tab(_("Global configurations"), executor_widget)
-        self.create_tab(_("Editor interactions"), run_widget)
+        # --- Page layout ----
+        vlayout = QVBoxLayout()
+        vlayout.addWidget(presets_group)
+        vlayout.addWidget(run_group)
+        vlayout.addStretch()
+        self.setLayout(vlayout)
 
     def executor_index_changed(self, index: int):
         # Save previous executor configuration
diff --git a/spyder/plugins/run/models.py b/spyder/plugins/run/models.py
index ca67fd30bf5..918f34b480b 100644
--- a/spyder/plugins/run/models.py
+++ b/spyder/plugins/run/models.py
@@ -468,7 +468,7 @@ def headerData(
                 elif section == self.CONTEXT:
                     return _('Context')
                 elif section == self.NAME:
-                    return _('Parameters name')
+                    return _('Name')
 
     def rowCount(self, parent: QModelIndex = None) -> int:
         return len(self.params_index)
diff --git a/spyder/plugins/run/widgets.py b/spyder/plugins/run/widgets.py
index f607ff268d3..55beeb67435 100644
--- a/spyder/plugins/run/widgets.py
+++ b/spyder/plugins/run/widgets.py
@@ -582,7 +582,7 @@ def setup(self):
         self.executor_combo.setMinimumWidth(250)
         executor_tip = TipWidget(
             _(
-                "This is the plugin that will be used for execution when you "
+                "This is the runner that will be used for execution when you "
                 "click on the Run button"
             ),
             icon=ima.icon('question_tip'),
@@ -597,7 +597,7 @@ def setup(self):
         parameters_tip = TipWidget(
             _(
                 "Select between global or local (i.e. for this file) "
-                "execution parameters. You can set the latter below"
+                "configuration presets. You can set the latter below"
             ),
             icon=ima.icon('question_tip'),
             hover_icon=ima.icon('question_tip_hover'),
@@ -634,9 +634,9 @@ def setup(self):
         )
         name_params_tip = TipWidget(
             _(
-                "You can set as many configurations as you want by providing "
-                "different names. Each one will be saved after clicking the "
-                "Ok button below"
+                "You can set as many configuration presets as you want by "
+                "providing different names. Each one will be saved after "
+                "clicking the Ok button below"
             ),
             icon=ima.icon('question_tip'),
             hover_icon=ima.icon('question_tip_hover'),