diff --git a/res/values/attrs.xml b/res/values/attrs.xml
index 8d84c90..77af671 100644
--- a/res/values/attrs.xml
+++ b/res/values/attrs.xml
@@ -189,6 +189,10 @@
          defaults to 2 * numAllAppsColumns -->
         <attr name="numExtendedAllAppsColumns" format="integer" />
 
+        <!-- Number of rows to calculate the cell height for all apps when it's necessary.
+          Defaults to numRows. Requires FeatureFlags.ENABLE_RESPONSIVE_WORKSPACE to be enabled. -->
+        <attr name="numAllAppsRowsForCellHeightCalculation" format="integer" />
+
         <!-- numHotseatIcons defaults to numColumns, if not specified -->
         <attr name="numHotseatIcons" format="integer" />
         <!-- Number of icons to use when extending the hotseat size,
diff --git a/src/com/android/launcher3/DeviceProfile.java b/src/com/android/launcher3/DeviceProfile.java
index 72d2213..20fb8cc 100644
--- a/src/com/android/launcher3/DeviceProfile.java
+++ b/src/com/android/launcher3/DeviceProfile.java
@@ -640,8 +640,8 @@
                     DimensionType.WIDTH, numShownAllAppsColumns, availableWidthPx,
                     mResponsiveWorkspaceWidthSpec);
             mResponsiveAllAppsHeightSpec = allAppsSpecs.getCalculatedSpec(responsiveAspectRatio,
-                    DimensionType.HEIGHT, inv.numRows,  heightPx - mInsets.top,
-                    mResponsiveWorkspaceHeightSpec);
+                    DimensionType.HEIGHT, inv.numAllAppsRowsForCellHeightCalculation,
+                    heightPx - mInsets.top, mResponsiveWorkspaceHeightSpec);
 
             ResponsiveSpecsProvider folderSpecs = ResponsiveSpecsProvider.create(
                     new ResourceHelper(context,
@@ -1341,7 +1341,7 @@
 
         if (allAppsCellHeightPx < cellContentDimensions.getCellContentHeight()) {
             if (isVerticalBarLayout()) {
-                if (allAppsCellHeightPx < iconSizePx) {
+                if (allAppsCellHeightPx < allAppsIconSizePx) {
                     cellContentDimensions.setIconSizePx(
                             mIconSizeSteps.getIconSmallerThan(allAppsCellHeightPx));
                 }
diff --git a/src/com/android/launcher3/InvariantDeviceProfile.java b/src/com/android/launcher3/InvariantDeviceProfile.java
index 1cbc5b6..78c12e5 100644
--- a/src/com/android/launcher3/InvariantDeviceProfile.java
+++ b/src/com/android/launcher3/InvariantDeviceProfile.java
@@ -170,6 +170,7 @@
      * Number of columns in the all apps list.
      */
     public int numAllAppsColumns;
+    public int numAllAppsRowsForCellHeightCalculation;
     public int numDatabaseAllAppsColumns;
     public @StyleRes int allAppsStyle;
 
@@ -393,6 +394,8 @@
         workspaceCellSpecsTwoPanelId = closestProfile.mWorkspaceCellSpecsTwoPanelId;
         allAppsCellSpecsId = closestProfile.mAllAppsCellSpecsId;
         allAppsCellSpecsTwoPanelId = closestProfile.mAllAppsCellSpecsTwoPanelId;
+        numAllAppsRowsForCellHeightCalculation =
+                closestProfile.mNumAllAppsRowsForCellHeightCalculation;
         this.deviceType = deviceType;
 
         inlineNavButtonsEndSpacing = closestProfile.inlineNavButtonsEndSpacing;
@@ -423,6 +426,7 @@
         allAppsStyle = closestProfile.allAppsStyle;
 
         numAllAppsColumns = closestProfile.numAllAppsColumns;
+
         numDatabaseAllAppsColumns = deviceType == TYPE_MULTI_DISPLAY
                 ? closestProfile.numDatabaseAllAppsColumns : closestProfile.numAllAppsColumns;
 
@@ -821,6 +825,7 @@
 
         private final @StyleRes int allAppsStyle;
         private final int numAllAppsColumns;
+        private final int mNumAllAppsRowsForCellHeightCalculation;
         private final int numDatabaseAllAppsColumns;
         private final int numHotseatIcons;
         private final int numDatabaseHotseatIcons;
@@ -971,6 +976,9 @@
                 mAllAppsCellSpecsTwoPanelId = a.getResourceId(
                         R.styleable.GridDisplayOption_allAppsCellSpecsTwoPanelId,
                         INVALID_RESOURCE_HANDLE);
+                mNumAllAppsRowsForCellHeightCalculation = a.getInt(
+                        R.styleable.GridDisplayOption_numAllAppsRowsForCellHeightCalculation,
+                        numRows);
             } else {
                 mWorkspaceSpecsId = INVALID_RESOURCE_HANDLE;
                 mWorkspaceSpecsTwoPanelId = INVALID_RESOURCE_HANDLE;
@@ -984,6 +992,7 @@
                 mWorkspaceCellSpecsTwoPanelId = INVALID_RESOURCE_HANDLE;
                 mAllAppsCellSpecsId = INVALID_RESOURCE_HANDLE;
                 mAllAppsCellSpecsTwoPanelId = INVALID_RESOURCE_HANDLE;
+                mNumAllAppsRowsForCellHeightCalculation = numRows;
             }
 
             int inlineForRotation = a.getInt(R.styleable.GridDisplayOption_inlineQsb,
diff --git a/src/com/android/launcher3/responsive/ResponsiveSpec.kt b/src/com/android/launcher3/responsive/ResponsiveSpec.kt
index b0e1b27..65e0b32 100644
--- a/src/com/android/launcher3/responsive/ResponsiveSpec.kt
+++ b/src/com/android/launcher3/responsive/ResponsiveSpec.kt
@@ -59,7 +59,7 @@
     val cellSize: SizeSpec,
 ) : IResponsiveSpec {
     init {
-        check(isValid()) { "Invalid ResponsiveSpec found." }
+        check(isValid()) { "Invalid ResponsiveSpec found. $this" }
     }
 
     constructor(
@@ -106,7 +106,7 @@
         }
 
         if (!isValidRemainderSpace()) {
-            logError("The total Remainder Space used must be lower or equal to 100%.")
+            logError("The total Remainder Space used must be equal to 0 or 1.")
             return false
         }
 
@@ -131,11 +131,12 @@
     }
 
     private fun isValidRemainderSpace(): Boolean {
-        // TODO(b/313621277): This validation must be update do accept only 0 or 1 instead of <= 1f.
-        return startPadding.ofRemainderSpace +
-            endPadding.ofRemainderSpace +
-            gutter.ofRemainderSpace +
-            cellSize.ofRemainderSpace <= 1f
+        val remainderSpaceUsed =
+            startPadding.ofRemainderSpace +
+                endPadding.ofRemainderSpace +
+                gutter.ofRemainderSpace +
+                cellSize.ofRemainderSpace
+        return remainderSpaceUsed == 0f || remainderSpaceUsed == 1f
     }
 
     private fun isValidAvailableSpace(): Boolean {
@@ -254,8 +255,8 @@
 
         startPaddingPx = spec.startPadding.getRemainderSpaceValue(remainderSpace, startPaddingPx)
         endPaddingPx = spec.endPadding.getRemainderSpaceValue(remainderSpace, endPaddingPx)
-        gutterPx = spec.gutter.getRemainderSpaceValue(remainderSpace, gutterPx)
-        cellSizePx = spec.cellSize.getRemainderSpaceValue(remainderSpace, cellSizePx)
+        gutterPx = spec.gutter.getRemainderSpaceValue(remainderSpace, gutterPx, gutters)
+        cellSizePx = spec.cellSize.getRemainderSpaceValue(remainderSpace, cellSizePx, cells)
     }
 
     override fun hashCode(): Int {
diff --git a/src/com/android/launcher3/responsive/SizeSpec.kt b/src/com/android/launcher3/responsive/SizeSpec.kt
index d146898..41dcd5e 100644
--- a/src/com/android/launcher3/responsive/SizeSpec.kt
+++ b/src/com/android/launcher3/responsive/SizeSpec.kt
@@ -57,11 +57,16 @@
     /**
      * Calculates the [SizeSpec] value when remainder space value is defined. If no remainderSpace
      * is 0, returns a default value.
+     *
+     * @param remainderSpace The remainder space to be used for the calculation
+     * @param defaultValue The default value to be returned when no ofRemainderSpace is defined
+     * @param factor A number to divide the remainder space. The default value is 1. This property
+     *   is used to split equally the remainder space by the number of cells and gutters.
      */
-    fun getRemainderSpaceValue(remainderSpace: Int, defaultValue: Int): Int {
+    fun getRemainderSpaceValue(remainderSpace: Int, defaultValue: Int, factor: Int = 1): Int {
         val remainderSpaceValue =
             if (ofRemainderSpace > 0) {
-                (ofRemainderSpace * remainderSpace).roundToInt()
+                (ofRemainderSpace * remainderSpace / factor).roundToInt()
             } else {
                 defaultValue
             }
diff --git a/tests/res/xml/invalid_responsive_spec_1.xml b/tests/res/xml/invalid_responsive_spec_1.xml
index d1bcf65..7845d1e 100644
--- a/tests/res/xml/invalid_responsive_spec_1.xml
+++ b/tests/res/xml/invalid_responsive_spec_1.xml
@@ -27,7 +27,7 @@
     <workspaceSpec
         launcher:maxAvailableSize="9999dp"
         launcher:dimensionType="width">
-        <cellSize launcher:ofRemainderSpace="0.25" />
+        <cellSize launcher:ofRemainderSpace="1" />
         <endPadding launcher:fixedSize="22dp" />
         <gutter launcher:fixedSize="16dp" />
         <startPadding launcher:fixedSize="22dp" />
diff --git a/tests/res/xml/invalid_responsive_spec_2.xml b/tests/res/xml/invalid_responsive_spec_2.xml
index 49e1f93..ae30bb9 100644
--- a/tests/res/xml/invalid_responsive_spec_2.xml
+++ b/tests/res/xml/invalid_responsive_spec_2.xml
@@ -28,7 +28,7 @@
         <workspaceSpec
             launcher:maxAvailableSize="9999dp"
             launcher:dimensionType="width">
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
             <endPadding launcher:fixedSize="22dp" />
             <gutter launcher:fixedSize="16dp" />
             <startPadding launcher:fixedSize="22dp" />
@@ -38,7 +38,7 @@
     <workspaceSpec
         launcher:maxAvailableSize="9999dp"
         launcher:dimensionType="width">
-        <cellSize launcher:ofRemainderSpace="0.25" />
+        <cellSize launcher:ofRemainderSpace="1" />
         <endPadding launcher:fixedSize="22dp" />
         <gutter launcher:fixedSize="16dp" />
         <startPadding launcher:fixedSize="22dp" />
diff --git a/tests/res/xml/valid_responsive_spec_unsorted.xml b/tests/res/xml/valid_responsive_spec_unsorted.xml
index 9a463d5..8676f48 100644
--- a/tests/res/xml/valid_responsive_spec_unsorted.xml
+++ b/tests/res/xml/valid_responsive_spec_unsorted.xml
@@ -22,7 +22,7 @@
             <startPadding launcher:fixedSize="0dp" />
             <endPadding launcher:fixedSize="34dp" />
             <gutter launcher:fixedSize="12dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
 
         <!-- Height spec -->
@@ -32,7 +32,7 @@
             <startPadding launcher:fixedSize="0dp" />
             <endPadding launcher:fixedSize="24dp" />
             <gutter launcher:fixedSize="12dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
 
         <!-- Width spec -->
@@ -42,7 +42,7 @@
             <startPadding launcher:fixedSize="16dp" />
             <endPadding launcher:fixedSize="64dp" />
             <gutter launcher:fixedSize="12dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
         <workspaceSpec
             launcher:dimensionType="width"
@@ -50,7 +50,7 @@
             <startPadding launcher:fixedSize="36dp" />
             <endPadding launcher:fixedSize="80dp" />
             <gutter launcher:fixedSize="12dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
         <workspaceSpec
             launcher:dimensionType="width"
@@ -58,7 +58,7 @@
             <startPadding launcher:fixedSize="0dp" />
             <endPadding launcher:fixedSize="36dp" />
             <gutter launcher:fixedSize="12dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
     </specs>
 
@@ -71,7 +71,7 @@
             <startPadding launcher:fixedSize="2dp" />
             <endPadding launcher:fixedSize="2dp" />
             <gutter launcher:fixedSize="8dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
 
         <!-- Width spec -->
@@ -81,7 +81,7 @@
             <startPadding launcher:fixedSize="1dp" />
             <endPadding launcher:fixedSize="1dp" />
             <gutter launcher:fixedSize="8dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
     </specs>
 
@@ -122,7 +122,7 @@
             <startPadding launcher:fixedSize="22dp" />
             <endPadding launcher:fixedSize="22dp" />
             <gutter launcher:fixedSize="16dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
     </specs>
 </workspaceSpecs>
diff --git a/tests/res/xml/valid_workspace_file.xml b/tests/res/xml/valid_workspace_file.xml
index 9c44502..dc9963a 100644
--- a/tests/res/xml/valid_workspace_file.xml
+++ b/tests/res/xml/valid_workspace_file.xml
@@ -54,7 +54,7 @@
             <startPadding launcher:fixedSize="22dp" />
             <endPadding launcher:fixedSize="22dp" />
             <gutter launcher:fixedSize="16dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
     </specs>
 
@@ -67,7 +67,7 @@
             <startPadding launcher:fixedSize="0dp" />
             <endPadding launcher:fixedSize="24dp" />
             <gutter launcher:fixedSize="12dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
         <workspaceSpec
             launcher:dimensionType="height"
@@ -75,7 +75,7 @@
             <startPadding launcher:fixedSize="0dp" />
             <endPadding launcher:fixedSize="34dp" />
             <gutter launcher:fixedSize="12dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
 
         <!-- Width spec -->
@@ -85,7 +85,7 @@
             <startPadding launcher:fixedSize="0dp" />
             <endPadding launcher:fixedSize="36dp" />
             <gutter launcher:fixedSize="12dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
         <workspaceSpec
             launcher:dimensionType="width"
@@ -93,7 +93,7 @@
             <startPadding launcher:fixedSize="16dp" />
             <endPadding launcher:fixedSize="64dp" />
             <gutter launcher:fixedSize="12dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
         <workspaceSpec
             launcher:dimensionType="width"
@@ -101,7 +101,7 @@
             <startPadding launcher:fixedSize="36dp" />
             <endPadding launcher:fixedSize="80dp" />
             <gutter launcher:fixedSize="12dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
     </specs>
 </workspaceSpecs>
diff --git a/tests/res/xml/valid_workspace_unsorted_file.xml b/tests/res/xml/valid_workspace_unsorted_file.xml
index 6bf7c78..f783e9f 100644
--- a/tests/res/xml/valid_workspace_unsorted_file.xml
+++ b/tests/res/xml/valid_workspace_unsorted_file.xml
@@ -52,7 +52,7 @@
             <startPadding launcher:fixedSize="22dp" />
             <endPadding launcher:fixedSize="22dp" />
             <gutter launcher:fixedSize="16dp" />
-            <cellSize launcher:ofRemainderSpace="0.25" />
+            <cellSize launcher:ofRemainderSpace="1" />
         </workspaceSpec>
     </specs>
 </workspaceSpecs>
diff --git a/tests/src/com/android/launcher3/responsive/ResponsiveSpecsProviderTest.kt b/tests/src/com/android/launcher3/responsive/ResponsiveSpecsProviderTest.kt
index 9681ca8..54a1dc5 100644
--- a/tests/src/com/android/launcher3/responsive/ResponsiveSpecsProviderTest.kt
+++ b/tests/src/com/android/launcher3/responsive/ResponsiveSpecsProviderTest.kt
@@ -84,7 +84,7 @@
                     startPadding = SizeSpec(1f.dpToPx()),
                     endPadding = SizeSpec(1f.dpToPx()),
                     gutter = SizeSpec(8f.dpToPx()),
-                    cellSize = SizeSpec(ofRemainderSpace = .25f)
+                    cellSize = SizeSpec(ofRemainderSpace = 1f)
                 )
             )
 
@@ -97,7 +97,7 @@
                     startPadding = SizeSpec(2f.dpToPx()),
                     endPadding = SizeSpec(2f.dpToPx()),
                     gutter = SizeSpec(8f.dpToPx()),
-                    cellSize = SizeSpec(ofRemainderSpace = .25f)
+                    cellSize = SizeSpec(ofRemainderSpace = 1f)
                 ),
             )
 
@@ -182,7 +182,7 @@
                     startPadding = SizeSpec(22f.dpToPx()),
                     endPadding = SizeSpec(22f.dpToPx()),
                     gutter = sizeSpec16,
-                    cellSize = SizeSpec(ofRemainderSpace = .25f)
+                    cellSize = SizeSpec(ofRemainderSpace = 1f)
                 )
             )
 
@@ -231,7 +231,7 @@
                     startPadding = SizeSpec(0f.dpToPx()),
                     endPadding = SizeSpec(36f.dpToPx()),
                     gutter = sizeSpec12,
-                    cellSize = SizeSpec(ofRemainderSpace = .25f)
+                    cellSize = SizeSpec(ofRemainderSpace = 1f)
                 ),
                 ResponsiveSpec(
                     maxAvailableSize = 716.dpToPx(),
@@ -240,7 +240,7 @@
                     startPadding = SizeSpec(16f.dpToPx()),
                     endPadding = SizeSpec(64f.dpToPx()),
                     gutter = sizeSpec12,
-                    cellSize = SizeSpec(ofRemainderSpace = .25f)
+                    cellSize = SizeSpec(ofRemainderSpace = 1f)
                 ),
                 ResponsiveSpec(
                     maxAvailableSize = 9999.dpToPx(),
@@ -249,7 +249,7 @@
                     startPadding = SizeSpec(36f.dpToPx()),
                     endPadding = SizeSpec(80f.dpToPx()),
                     gutter = sizeSpec12,
-                    cellSize = SizeSpec(ofRemainderSpace = .25f)
+                    cellSize = SizeSpec(ofRemainderSpace = 1f)
                 )
             )
 
@@ -262,7 +262,7 @@
                     startPadding = SizeSpec(0f),
                     endPadding = SizeSpec(24f.dpToPx()),
                     gutter = sizeSpec12,
-                    cellSize = SizeSpec(ofRemainderSpace = .25f)
+                    cellSize = SizeSpec(ofRemainderSpace = 1f)
                 ),
                 ResponsiveSpec(
                     maxAvailableSize = 9999.dpToPx(),
@@ -271,7 +271,7 @@
                     startPadding = SizeSpec(0f),
                     endPadding = SizeSpec(34f.dpToPx()),
                     gutter = sizeSpec12,
-                    cellSize = SizeSpec(ofRemainderSpace = .25f)
+                    cellSize = SizeSpec(ofRemainderSpace = 1f)
                 ),
             )
 
diff --git a/tests/src/com/android/launcher3/responsive/WorkspaceSpecsTest.kt b/tests/src/com/android/launcher3/responsive/WorkspaceSpecsTest.kt
index 9781645..17b0ee4 100644
--- a/tests/src/com/android/launcher3/responsive/WorkspaceSpecsTest.kt
+++ b/tests/src/com/android/launcher3/responsive/WorkspaceSpecsTest.kt
@@ -159,7 +159,7 @@
                     "maxSize=2147483647), " +
                     "cellSize=SizeSpec(fixedSize=0.0, " +
                     "ofAvailableSpace=0.0, " +
-                    "ofRemainderSpace=0.25, " +
+                    "ofRemainderSpace=1.0, " +
                     "matchWorkspace=false, " +
                     "maxSize=2147483647)" +
                     ")"