diff --git a/core/fpdfapi/render/cpdf_type3cache.cpp b/core/fpdfapi/render/cpdf_type3cache.cpp
index b7a4cb8..699b24f 100644
--- a/core/fpdfapi/render/cpdf_type3cache.cpp
+++ b/core/fpdfapi/render/cpdf_type3cache.cpp
@@ -104,19 +104,21 @@
   }
   auto it2 = pSizeCache->m_GlyphMap.find(charcode);
   if (it2 != pSizeCache->m_GlyphMap.end())
-    return it2->second;
+    return it2->second.get();
 
-  CFX_GlyphBitmap* pGlyphBitmap =
+  std::unique_ptr<CFX_GlyphBitmap> pNewBitmap =
       RenderGlyph(pSizeCache, charcode, pMatrix, retinaScaleX, retinaScaleY);
-  pSizeCache->m_GlyphMap[charcode] = pGlyphBitmap;
+  CFX_GlyphBitmap* pGlyphBitmap = pNewBitmap.get();
+  pSizeCache->m_GlyphMap[charcode] = std::move(pNewBitmap);
   return pGlyphBitmap;
 }
 
-CFX_GlyphBitmap* CPDF_Type3Cache::RenderGlyph(CPDF_Type3Glyphs* pSize,
-                                              uint32_t charcode,
-                                              const CFX_Matrix* pMatrix,
-                                              float retinaScaleX,
-                                              float retinaScaleY) {
+std::unique_ptr<CFX_GlyphBitmap> CPDF_Type3Cache::RenderGlyph(
+    CPDF_Type3Glyphs* pSize,
+    uint32_t charcode,
+    const CFX_Matrix* pMatrix,
+    float retinaScaleX,
+    float retinaScaleY) {
   const CPDF_Type3Char* pChar = m_pFont->LoadChar(charcode);
   if (!pChar || !pChar->m_pBitmap)
     return nullptr;
@@ -163,7 +165,7 @@
   if (!pResBitmap)
     return nullptr;
 
-  CFX_GlyphBitmap* pGlyph = new CFX_GlyphBitmap;
+  auto pGlyph = pdfium::MakeUnique<CFX_GlyphBitmap>();
   pGlyph->m_Left = left;
   pGlyph->m_Top = -top;
   pGlyph->m_pBitmap->TakeOver(std::move(pResBitmap));
diff --git a/core/fpdfapi/render/cpdf_type3cache.h b/core/fpdfapi/render/cpdf_type3cache.h
index dc3e91b..3c7d95b 100644
--- a/core/fpdfapi/render/cpdf_type3cache.h
+++ b/core/fpdfapi/render/cpdf_type3cache.h
@@ -32,11 +32,11 @@
   explicit CPDF_Type3Cache(CPDF_Type3Font* pFont);
   ~CPDF_Type3Cache() override;
 
-  CFX_GlyphBitmap* RenderGlyph(CPDF_Type3Glyphs* pSize,
-                               uint32_t charcode,
-                               const CFX_Matrix* pMatrix,
-                               float retinaScaleX,
-                               float retinaScaleY);
+  std::unique_ptr<CFX_GlyphBitmap> RenderGlyph(CPDF_Type3Glyphs* pSize,
+                                               uint32_t charcode,
+                                               const CFX_Matrix* pMatrix,
+                                               float retinaScaleX,
+                                               float retinaScaleY);
 
   CPDF_Type3Font* const m_pFont;
   std::map<CFX_ByteString, std::unique_ptr<CPDF_Type3Glyphs>> m_SizeMap;
diff --git a/core/fpdfapi/render/cpdf_type3glyphs.cpp b/core/fpdfapi/render/cpdf_type3glyphs.cpp
index 5fce32c..01b689f 100644
--- a/core/fpdfapi/render/cpdf_type3glyphs.cpp
+++ b/core/fpdfapi/render/cpdf_type3glyphs.cpp
@@ -13,10 +13,7 @@
 CPDF_Type3Glyphs::CPDF_Type3Glyphs()
     : m_TopBlueCount(0), m_BottomBlueCount(0) {}
 
-CPDF_Type3Glyphs::~CPDF_Type3Glyphs() {
-  for (const auto& pair : m_GlyphMap)
-    delete pair.second;
-}
+CPDF_Type3Glyphs::~CPDF_Type3Glyphs() {}
 
 static int _AdjustBlue(float pos, int& count, int blues[]) {
   float min_distance = 1000000.0f;
diff --git a/core/fpdfapi/render/cpdf_type3glyphs.h b/core/fpdfapi/render/cpdf_type3glyphs.h
index 443910d..778b639 100644
--- a/core/fpdfapi/render/cpdf_type3glyphs.h
+++ b/core/fpdfapi/render/cpdf_type3glyphs.h
@@ -8,6 +8,7 @@
 #define CORE_FPDFAPI_RENDER_CPDF_TYPE3GLYPHS_H_
 
 #include <map>
+#include <memory>
 
 #include "core/fxcrt/fx_system.h"
 
@@ -22,7 +23,7 @@
 
   void AdjustBlue(float top, float bottom, int& top_line, int& bottom_line);
 
-  std::map<uint32_t, CFX_GlyphBitmap*> m_GlyphMap;
+  std::map<uint32_t, std::unique_ptr<CFX_GlyphBitmap>> m_GlyphMap;
   int m_TopBlue[TYPE3_MAX_BLUES];
   int m_BottomBlue[TYPE3_MAX_BLUES];
   int m_TopBlueCount;