diff --git a/utility/src/main/java/org/oppia/android/util/parser/html/MathTagHandler.kt b/utility/src/main/java/org/oppia/android/util/parser/html/MathTagHandler.kt
index 42ce1a0676e..2698e13566f 100644
--- a/utility/src/main/java/org/oppia/android/util/parser/html/MathTagHandler.kt
+++ b/utility/src/main/java/org/oppia/android/util/parser/html/MathTagHandler.kt
@@ -2,6 +2,9 @@ package org.oppia.android.util.parser.html
 
 import android.app.Application
 import android.content.res.AssetManager
+import android.graphics.Canvas
+import android.graphics.Paint
+import android.graphics.drawable.Drawable
 import android.text.Editable
 import android.text.Spannable
 import android.text.style.ImageSpan
@@ -60,7 +63,7 @@ class MathTagHandler(
       }
       is MathContent.MathAsLatex -> {
         if (cacheLatexRendering) {
-          ImageSpan(
+          CenteredLatexImageSpan(
             imageRetriever.loadMathDrawable(
               content.rawLatex,
               lineHeight,
@@ -139,3 +142,73 @@ class MathTagHandler(
     }
   }
 }
+
+/** An [ImageSpan] that vertically centers a LaTeX drawable within the surrounding text. */
+private class CenteredLatexImageSpan(drawable: Drawable?) :
+  ImageSpan(drawable ?: createEmptyDrawable()) {
+  override fun getSize(
+    paint: Paint,
+    text: CharSequence,
+    start: Int,
+    end: Int,
+    fontMetricsInt: Paint.FontMetricsInt?
+  ): Int {
+    val d = drawable
+    val bounds = d.bounds
+
+    fontMetricsInt?.let {
+      val paintFm = paint.fontMetricsInt
+      val textHeight = paintFm.descent - paintFm.ascent
+      val latexHeight = bounds.height()
+
+      val centeringOffset = (textHeight - latexHeight) / 2
+
+      it.ascent = paintFm.ascent + centeringOffset
+      it.top = paintFm.top + centeringOffset
+      it.descent = it.ascent + latexHeight
+      it.bottom = it.top + latexHeight
+    }
+
+    return bounds.right
+  }
+
+  override fun draw(
+    canvas: Canvas,
+    text: CharSequence,
+    start: Int,
+    end: Int,
+    x: Float,
+    top: Int,
+    y: Int,
+    bottom: Int,
+    paint: Paint
+  ) {
+    val d = drawable
+    canvas.save()
+
+    val fontMetrics = paint.fontMetricsInt
+    val latexHeight = d.bounds.height()
+
+    val centerY = y + (fontMetrics.descent + fontMetrics.ascent) / 2
+    val drawableY = centerY - (latexHeight / 2)
+
+    canvas.translate(x, drawableY.toFloat())
+    d.draw(canvas)
+    canvas.restore()
+  }
+
+  companion object {
+    private fun createEmptyDrawable(): Drawable {
+      return object : Drawable() {
+        override fun draw(canvas: Canvas) {}
+        override fun setAlpha(alpha: Int) {}
+        override fun setColorFilter(colorFilter: android.graphics.ColorFilter?) {}
+        override fun getOpacity(): Int = android.graphics.PixelFormat.TRANSPARENT
+
+        init {
+          setBounds(0, 0, 1, 1)
+        }
+      }
+    }
+  }
+}
diff --git a/utility/src/test/java/org/oppia/android/util/parser/html/MathTagHandlerTest.kt b/utility/src/test/java/org/oppia/android/util/parser/html/MathTagHandlerTest.kt
index 535d5c90e58..25cea76f5e5 100644
--- a/utility/src/test/java/org/oppia/android/util/parser/html/MathTagHandlerTest.kt
+++ b/utility/src/test/java/org/oppia/android/util/parser/html/MathTagHandlerTest.kt
@@ -2,7 +2,9 @@ package org.oppia.android.util.parser.html
 
 import android.app.Application
 import android.content.Context
+import android.graphics.Canvas
 import android.graphics.Color
+import android.graphics.Paint
 import android.text.Html
 import android.text.Spannable
 import android.text.style.ImageSpan
@@ -39,7 +41,10 @@ import org.robolectric.annotation.Config
 import org.robolectric.annotation.LooperMode
 import javax.inject.Inject
 import javax.inject.Singleton
+import kotlin.math.abs
 import kotlin.reflect.KClass
+import org.mockito.Mockito.mock
+import org.mockito.Mockito.eq
 
 private const val MATH_MARKUP_1 =
   "<oppia-noninteractive-math math_content-with-value=\"{" +
@@ -107,7 +112,127 @@ class MathTagHandlerTest {
   }
 
   // TODO(#3085): Introduce test for verifying that the error log scenario is logged correctly.
+  @Test
+  fun testParseHtml_withMathMarkup_cachingOn_imageSpanHasCorrectMetrics() {
+
+    val parsedHtml = CustomHtmlContentHandler.fromHtml(
+      html = MATH_WITHOUT_FILENAME_MARKUP,
+      imageRetriever = mockImageRetriever,
+      customTagHandlers = tagHandlersWithCachedMathSupport
+    )
+    val imageSpans = parsedHtml.getSpansFromWholeString(ImageSpan::class)
+    assertThat(imageSpans).hasLength(1)
+
+    val paint = Paint()
+    paint.textSize = 20f
+    val originalMetrics = Paint.FontMetricsInt()
+    paint.getFontMetricsInt(originalMetrics)
+
+    val spanMetrics = Paint.FontMetricsInt()
+    imageSpans[0].getSize(paint, parsedHtml, 0, parsedHtml.length, spanMetrics)
+
+    // The span's center should align with the text's center
+    val originalCenter = (originalMetrics.descent + originalMetrics.ascent) / 2
+    val spanCenter = (spanMetrics.descent + spanMetrics.ascent) / 2
+    assertThat(abs(originalCenter - spanCenter)).isLessThan(2)
+  }
+
+  @Test
+  fun testParseHtml_withMathMarkup_cachingOn_drawsAtCorrectVerticalPosition() {
 
+    val parsedHtml = CustomHtmlContentHandler.fromHtml(
+      html = MATH_WITHOUT_FILENAME_MARKUP,
+      imageRetriever = mockImageRetriever,
+      customTagHandlers = tagHandlersWithCachedMathSupport
+    )
+
+    val imageSpans = parsedHtml.getSpansFromWholeString(ImageSpan::class)
+    assertThat(imageSpans).hasLength(1)
+
+    val mockCanvas = mock(Canvas::class.java)
+    val paint = Paint()
+    paint.textSize = 20f
+
+    val metrics = paint.fontMetricsInt
+    val y = 100
+    val expectedCenterY = y + (metrics.descent + metrics.ascent) / 2f
+
+    imageSpans[0].draw(
+      mockCanvas,
+      parsedHtml,
+      0,
+      parsedHtml.length,
+      0f,
+      0,
+      y,
+      200,
+      paint
+    )
+    // The canvas should be translated to center the drawable vertically
+    verify(mockCanvas).save()
+    verify(mockCanvas).translate(
+      eq(0f),
+      capture(floatCaptor)
+    )
+    // The translation should position the drawable centered around the text baseline
+    val drawable = imageSpans[0].drawable
+    val expectedTranslation = expectedCenterY - (drawable.bounds.height() / 2)
+    assertThat(floatCaptor.value).isWithin(1f).of(expectedTranslation)
+
+    verify(mockCanvas).restore()
+  }
+
+  @Test
+  fun testParseHtml_withMathMarkup_cachingOn_maintainsConsistentHeight() {
+
+    val parsedHtml = CustomHtmlContentHandler.fromHtml(
+      html = MATH_WITHOUT_FILENAME_MARKUP,
+      imageRetriever = mockImageRetriever,
+      customTagHandlers = tagHandlersWithCachedMathSupport
+    )
+
+    val imageSpans = parsedHtml.getSpansFromWholeString(ImageSpan::class)
+    assertThat(imageSpans).hasLength(1)
+
+    val paint = Paint()
+    paint.textSize = 20f
+
+    val metrics1 = Paint.FontMetricsInt()
+    val metrics2 = Paint.FontMetricsInt()
+
+    val size1 = imageSpans[0].getSize(paint, parsedHtml, 0, parsedHtml.length, metrics1)
+    val size2 = imageSpans[0].getSize(paint, parsedHtml, 0, parsedHtml.length, metrics2)
+
+    assertThat(size1).isEqualTo(size2)
+    assertThat(metrics1.ascent).isEqualTo(metrics2.ascent)
+    assertThat(metrics1.descent).isEqualTo(metrics2.descent)
+    assertThat(metrics1.top).isEqualTo(metrics2.top)
+    assertThat(metrics1.bottom).isEqualTo(metrics2.bottom)
+  }
+
+  @Test
+  fun testParseHtml_withMathMarkup_cachingOn_respectsLineHeight() {
+
+    val parsedHtml = CustomHtmlContentHandler.fromHtml(
+      html = MATH_WITHOUT_FILENAME_MARKUP,
+      imageRetriever = mockImageRetriever,
+      customTagHandlers = tagHandlersWithCachedMathSupport
+    )
+
+    val imageSpans = parsedHtml.getSpansFromWholeString(ImageSpan::class)
+    assertThat(imageSpans).hasLength(1)
+
+    val paint = Paint()
+    paint.textSize = 20f
+
+    val metrics = Paint.FontMetricsInt()
+    imageSpans[0].getSize(paint, parsedHtml, 0, parsedHtml.length, metrics)
+
+    // Verify that the total height does not exceed the line height
+    val totalHeight = metrics.bottom - metrics.top
+    val lineHeight = paint.textSize * 1.2f
+    assertThat(totalHeight.toFloat()).isLessThan(lineHeight)
+  }
   @Test
   fun testParseHtml_emptyString_doesNotIncludeImageSpan() {
     val parsedHtml =