diff --git a/ApplicationCode/UserInterface/RiuMultiPlotPage.cpp b/ApplicationCode/UserInterface/RiuMultiPlotPage.cpp
index 9c6833f889..826f1ba18f 100644
--- a/ApplicationCode/UserInterface/RiuMultiPlotPage.cpp
+++ b/ApplicationCode/UserInterface/RiuMultiPlotPage.cpp
@@ -98,7 +98,7 @@ RiuMultiPlotPage::RiuMultiPlotPage( RimPlotWindow* plotDefinition, QWidget* pare
 
     new RiuPlotObjectPicker( m_plotTitle, m_plotDefinition );
 
-    this->setSizePolicy( QSizePolicy::Preferred, QSizePolicy::MinimumExpanding );
+    this->setSizePolicy( QSizePolicy::MinimumExpanding, QSizePolicy::MinimumExpanding );
 
     setFocusPolicy( Qt::StrongFocus );
 
@@ -627,7 +627,7 @@ void RiuMultiPlotPage::reinsertPlotWidgets()
             }
             for ( int c = column; c < column + colSpan; ++c )
             {
-                int colStretch = 6;
+                int colStretch = 6; // Empirically chosen to try to counter the width of the axis on the first track
                 if ( showYAxis( row, column ) ) colStretch += 1;
                 m_gridLayout->setColumnStretch( c, std::max( colStretch, m_gridLayout->columnStretch( c ) ) );
             }
diff --git a/ApplicationCode/UserInterface/RiuQwtPlotLegend.cpp b/ApplicationCode/UserInterface/RiuQwtPlotLegend.cpp
index 2a8b0c3439..369b8aebe5 100644
--- a/ApplicationCode/UserInterface/RiuQwtPlotLegend.cpp
+++ b/ApplicationCode/UserInterface/RiuQwtPlotLegend.cpp
@@ -36,6 +36,7 @@ RiuQwtPlotLegend::RiuQwtPlotLegend( QWidget* parent /*= nullptr */ )
     {
         legendLayout->setExpandingDirections( Qt::Horizontal | Qt::Vertical );
     }
+    setSizePolicy( QSizePolicy::MinimumExpanding, QSizePolicy::MinimumExpanding );
 }
 
 //--------------------------------------------------------------------------------------------------
diff --git a/ApplicationCode/UserInterface/RiuQwtPlotWidget.cpp b/ApplicationCode/UserInterface/RiuQwtPlotWidget.cpp
index 2d5859ec85..2ac63f158c 100644
--- a/ApplicationCode/UserInterface/RiuQwtPlotWidget.cpp
+++ b/ApplicationCode/UserInterface/RiuQwtPlotWidget.cpp
@@ -74,6 +74,8 @@ RiuQwtPlotWidget::RiuQwtPlotWidget( RimPlot* plotDefinition, QWidget* parent )
 
     this->installEventFilter( this );
     this->canvas()->installEventFilter( this );
+
+    this->setSizePolicy( QSizePolicy::MinimumExpanding, QSizePolicy::MinimumExpanding );
 }
 
 //--------------------------------------------------------------------------------------------------