diff --git a/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/model/BooleanSetting.kt b/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/model/BooleanSetting.kt
index b26fb1dec5..e9fe2be53c 100644
--- a/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/model/BooleanSetting.kt
+++ b/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/model/BooleanSetting.kt
@@ -10,7 +10,6 @@ import org.yuzu.yuzu_emu.utils.NativeConfig
 
 enum class BooleanSetting(override val key: String) : AbstractBooleanSetting {
     AUDIO_MUTED("audio_muted"),
-    CPU_DEBUG_MODE("cpu_debug_mode"),
     FASTMEM("cpuopt_fastmem"),
     FASTMEM_EXCLUSIVES("cpuopt_fastmem_exclusives"),
     CORE_SYNC_CORE_SPEED("sync_core_speed"),
diff --git a/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/model/view/SettingsItem.kt b/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/model/view/SettingsItem.kt
index ebc726225a..8c35155e78 100644
--- a/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/model/view/SettingsItem.kt
+++ b/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/model/view/SettingsItem.kt
@@ -764,13 +764,6 @@ abstract class SettingsItem(
                     descriptionId = R.string.use_auto_stub_description
                 )
             )
-            put(
-                SwitchSetting(
-                    BooleanSetting.CPU_DEBUG_MODE,
-                    titleId = R.string.cpu_debug_mode,
-                    descriptionId = R.string.cpu_debug_mode_description
-                )
-            )
 
             val fastmem = object : AbstractBooleanSetting {
                 override fun getBoolean(needsGlobal: Boolean): Boolean =
@@ -784,7 +777,6 @@ abstract class SettingsItem(
 
                 override val key: String = FASTMEM_COMBINED
                 override val isRuntimeModifiable: Boolean = false
-                override val pairedSettingKey = BooleanSetting.CPU_DEBUG_MODE.key
                 override val defaultValue: Boolean = true
                 override val isSwitchable: Boolean = true
                 override var global: Boolean
diff --git a/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/ui/SettingsFragmentPresenter.kt b/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/ui/SettingsFragmentPresenter.kt
index 0d882a7f01..d39c0c49bb 100644
--- a/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/ui/SettingsFragmentPresenter.kt
+++ b/src/android/app/src/main/java/org/yuzu/yuzu_emu/features/settings/ui/SettingsFragmentPresenter.kt
@@ -1158,7 +1158,6 @@ class SettingsFragmentPresenter(
             add(IntSetting.CPU_BACKEND.key)
             add(IntSetting.CPU_ACCURACY.key)
             add(BooleanSetting.USE_AUTO_STUB.key)
-            add(BooleanSetting.CPU_DEBUG_MODE.key)
             add(SettingsItem.FASTMEM_COMBINED)
 
             add(HeaderSetting(R.string.log))
diff --git a/src/android/app/src/main/res/values/arrays.xml b/src/android/app/src/main/res/values/arrays.xml
index 2150d401db..60d4593665 100644
--- a/src/android/app/src/main/res/values/arrays.xml
+++ b/src/android/app/src/main/res/values/arrays.xml
@@ -333,6 +333,7 @@
         <item>@string/cpu_accuracy_accurate</item>
         <item>@string/cpu_accuracy_unsafe</item>
         <item>@string/cpu_accuracy_paranoid</item>
+        <item>@string/cpu_accuracy_debugging</item>
     </string-array>
 
     <integer-array name="cpuAccuracyValues">
@@ -340,6 +341,7 @@
         <item>1</item>
         <item>2</item>
         <item>3</item>
+        <item>4</item>
     </integer-array>
 
     <string-array name="gamepadButtons">
diff --git a/src/android/app/src/main/res/values/strings.xml b/src/android/app/src/main/res/values/strings.xml
index 00206a5df5..50dc68e000 100644
--- a/src/android/app/src/main/res/values/strings.xml
+++ b/src/android/app/src/main/res/values/strings.xml
@@ -543,8 +543,6 @@
 
     <!-- Debug settings strings -->
     <string name="cpu">CPU</string>
-    <string name="cpu_debug_mode">CPU Debugging</string>
-    <string name="cpu_debug_mode_description">Puts the CPU in a slow debugging mode.</string>
     <string name="use_auto_stub">Use Auto Stub</string>
     <string name="use_auto_stub_description">Automatically stub missing services and functions. This may improve compatibility but can cause crashes and stability issues.</string>
 
@@ -1050,6 +1048,7 @@
     <string name="cpu_accuracy_accurate">Accurate</string>
     <string name="cpu_accuracy_unsafe">Unsafe</string>
     <string name="cpu_accuracy_paranoid">Paranoid</string>
+    <string name="cpu_accuracy_debugging">Debugging</string>
 
     <!-- Gamepad Buttons -->
     <string name="gamepad_d_pad">D-pad</string>
diff --git a/src/common/settings.cpp b/src/common/settings.cpp
index b849d7cb6a..e817acc36e 100644
--- a/src/common/settings.cpp
+++ b/src/common/settings.cpp
@@ -163,11 +163,11 @@ bool IsDMALevelSafe() {
 }
 
 bool IsFastmemEnabled() {
-    if (values.cpu_debug_mode) {
-        return static_cast<bool>(values.cpuopt_fastmem);
+    if (values.cpu_accuracy.GetValue() == Settings::CpuAccuracy::Debugging) {
+        return bool(values.cpuopt_fastmem);
     }
     if (values.cpu_accuracy.GetValue() == CpuAccuracy::Unsafe) {
-        return static_cast<bool>(values.cpuopt_unsafe_host_mmu);
+        return bool(values.cpuopt_unsafe_host_mmu);
     }
 #if defined(__FreeBSD__) || defined(__OpenBSD__) || defined(__sun__)
     return false;
diff --git a/src/common/settings.h b/src/common/settings.h
index 22602a8afd..4eea9cf265 100644
--- a/src/common/settings.h
+++ b/src/common/settings.h
@@ -275,9 +275,6 @@ struct Values {
                                            true,
                                            true,
                                            &use_custom_cpu_ticks};
-
-    SwitchableSetting<bool> cpu_debug_mode{linkage, false, "cpu_debug_mode", Category::CpuDebug};
-
     Setting<bool> cpuopt_page_tables{linkage, true, "cpuopt_page_tables", Category::CpuDebug};
     Setting<bool> cpuopt_block_linking{linkage, true, "cpuopt_block_linking", Category::CpuDebug};
     Setting<bool> cpuopt_return_stack_buffer{linkage, true, "cpuopt_return_stack_buffer",
diff --git a/src/common/settings_enums.h b/src/common/settings_enums.h
index ccf6f1cfb2..c8a5fc7bd9 100644
--- a/src/common/settings_enums.h
+++ b/src/common/settings_enums.h
@@ -136,7 +136,7 @@ ENUM(ShaderBackend, Glsl, Glasm, SpirV);
 ENUM(GpuAccuracy, Normal, High, Extreme);
 ENUM(DmaAccuracy, Default, Unsafe, Safe);
 ENUM(CpuBackend, Dynarmic, Nce);
-ENUM(CpuAccuracy, Auto, Accurate, Unsafe, Paranoid);
+ENUM(CpuAccuracy, Auto, Accurate, Unsafe, Paranoid, Debugging);
 ENUM(CpuClock, Boost, Fast)
 ENUM(MemoryLayout, Memory_4Gb, Memory_6Gb, Memory_8Gb, Memory_10Gb, Memory_12Gb);
 ENUM(ConfirmStop, Ask_Always, Ask_Based_On_Game, Ask_Never);
diff --git a/src/core/arm/dynarmic/arm_dynarmic_32.cpp b/src/core/arm/dynarmic/arm_dynarmic_32.cpp
index d2035d0fe0..3c72ab2396 100644
--- a/src/core/arm/dynarmic/arm_dynarmic_32.cpp
+++ b/src/core/arm/dynarmic/arm_dynarmic_32.cpp
@@ -229,7 +229,8 @@ std::shared_ptr<Dynarmic::A32::Jit> ArmDynarmic32::MakeJit(Common::PageTable* pa
     }
 
     // Safe optimizations
-    if (Settings::values.cpu_debug_mode) {
+    switch (Settings::values.cpu_accuracy.GetValue()) {
+    case Settings::CpuAccuracy::Debugging:
         if (!Settings::values.cpuopt_page_tables) {
             config.page_table = nullptr;
         }
@@ -267,51 +268,51 @@ std::shared_ptr<Dynarmic::A32::Jit> ArmDynarmic32::MakeJit(Common::PageTable* pa
         if (!Settings::values.cpuopt_ignore_memory_aborts) {
             config.check_halt_on_memory_access = true;
         }
-    } else {
-        // Unsafe optimizations
-        if (Settings::values.cpu_accuracy.GetValue() == Settings::CpuAccuracy::Unsafe) {
-            config.unsafe_optimizations = true;
-            if (!Settings::values.cpuopt_unsafe_host_mmu) {
-                config.fastmem_pointer = std::nullopt;
-                config.fastmem_exclusive_access = false;
-            }
-            if (Settings::values.cpuopt_unsafe_unfuse_fma) {
-                config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_UnfuseFMA;
-            }
-            if (Settings::values.cpuopt_unsafe_reduce_fp_error) {
-                config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_ReducedErrorFP;
-            }
-            if (Settings::values.cpuopt_unsafe_ignore_standard_fpcr) {
-                config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_IgnoreStandardFPCRValue;
-            }
-            if (Settings::values.cpuopt_unsafe_inaccurate_nan) {
-                config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_InaccurateNaN;
-            }
-            if (Settings::values.cpuopt_unsafe_ignore_global_monitor) {
-                config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_IgnoreGlobalMonitor;
-            }
-        }
-
-        // Curated optimizations
-        if (Settings::values.cpu_accuracy.GetValue() == Settings::CpuAccuracy::Auto) {
-            config.unsafe_optimizations = true;
-#if defined(__FreeBSD__) || defined(__OpenBSD__) || defined(__sun__)
+        break;
+    // Unsafe optimizations
+    case Settings::CpuAccuracy::Unsafe:
+        config.unsafe_optimizations = true;
+        if (!Settings::values.cpuopt_unsafe_host_mmu) {
             config.fastmem_pointer = std::nullopt;
             config.fastmem_exclusive_access = false;
-#endif
+        }
+        if (Settings::values.cpuopt_unsafe_unfuse_fma) {
             config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_UnfuseFMA;
+        }
+        if (Settings::values.cpuopt_unsafe_reduce_fp_error) {
+            config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_ReducedErrorFP;
+        }
+        if (Settings::values.cpuopt_unsafe_ignore_standard_fpcr) {
             config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_IgnoreStandardFPCRValue;
+        }
+        if (Settings::values.cpuopt_unsafe_inaccurate_nan) {
             config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_InaccurateNaN;
+        }
+        if (Settings::values.cpuopt_unsafe_ignore_global_monitor) {
             config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_IgnoreGlobalMonitor;
         }
-
-        // Paranoia mode for debugging optimizations
-        if (Settings::values.cpu_accuracy.GetValue() == Settings::CpuAccuracy::Paranoid) {
-            config.unsafe_optimizations = false;
-            config.optimizations = Dynarmic::no_optimizations;
-        }
+        break;
+    // Curated optimizations
+    case Settings::CpuAccuracy::Auto:
+        config.unsafe_optimizations = true;
+#if defined(__FreeBSD__) || defined(__OpenBSD__) || defined(__sun__)
+        config.fastmem_pointer = std::nullopt;
+        config.fastmem_exclusive_access = false;
+#endif
+        config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_UnfuseFMA;
+        config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_IgnoreStandardFPCRValue;
+        config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_InaccurateNaN;
+        config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_IgnoreGlobalMonitor;
+        break;
+    // Paranoia mode for debugging optimizations
+    case Settings::CpuAccuracy::Paranoid:
+        config.unsafe_optimizations = false;
+        config.optimizations = Dynarmic::no_optimizations;
+        break;
+    case Settings::CpuAccuracy::Accurate:
+    default:
+        break;
     }
-
     return std::make_unique<Dynarmic::A32::Jit>(config);
 }
 
diff --git a/src/core/arm/dynarmic/arm_dynarmic_64.cpp b/src/core/arm/dynarmic/arm_dynarmic_64.cpp
index 438b7b691c..707d51d2a2 100644
--- a/src/core/arm/dynarmic/arm_dynarmic_64.cpp
+++ b/src/core/arm/dynarmic/arm_dynarmic_64.cpp
@@ -287,8 +287,9 @@ std::shared_ptr<Dynarmic::A64::Jit> ArmDynarmic64::MakeJit(Common::PageTable* pa
         config.code_cache_size = std::uint32_t(8_MiB);
     }
 
-    // Safe optimizations
-    if (Settings::values.cpu_debug_mode) {
+    switch (Settings::values.cpu_accuracy.GetValue()) {
+    // Debug mode
+    case Settings::CpuAccuracy::Debugging:
         if (!Settings::values.cpuopt_page_tables) {
             config.page_table = nullptr;
         }
@@ -326,50 +327,50 @@ std::shared_ptr<Dynarmic::A64::Jit> ArmDynarmic64::MakeJit(Common::PageTable* pa
         if (!Settings::values.cpuopt_ignore_memory_aborts) {
             config.check_halt_on_memory_access = true;
         }
-    } else {
-        // Unsafe optimizations
-        if (Settings::values.cpu_accuracy.GetValue() == Settings::CpuAccuracy::Unsafe) {
-            config.unsafe_optimizations = true;
-            if (!Settings::values.cpuopt_unsafe_host_mmu) {
-                config.fastmem_pointer = std::nullopt;
-                config.fastmem_exclusive_access = false;
-            }
-            if (Settings::values.cpuopt_unsafe_unfuse_fma) {
-                config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_UnfuseFMA;
-            }
-            if (Settings::values.cpuopt_unsafe_reduce_fp_error) {
-                config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_ReducedErrorFP;
-            }
-            if (Settings::values.cpuopt_unsafe_inaccurate_nan) {
-                config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_InaccurateNaN;
-            }
-            if (Settings::values.cpuopt_unsafe_fastmem_check) {
-                config.fastmem_address_space_bits = 64;
-            }
-            if (Settings::values.cpuopt_unsafe_ignore_global_monitor) {
-                config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_IgnoreGlobalMonitor;
-            }
-        }
-
-        // Curated optimizations
-        if (Settings::values.cpu_accuracy.GetValue() == Settings::CpuAccuracy::Auto) {
-            config.unsafe_optimizations = true;
-#if defined(__FreeBSD__) || defined(__OpenBSD__) || defined(__sun__)
+        break;
+    // Unsafe optimizations
+    case Settings::CpuAccuracy::Unsafe:
+        config.unsafe_optimizations = true;
+        if (!Settings::values.cpuopt_unsafe_host_mmu) {
             config.fastmem_pointer = std::nullopt;
             config.fastmem_exclusive_access = false;
-#endif
+        }
+        if (Settings::values.cpuopt_unsafe_unfuse_fma) {
             config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_UnfuseFMA;
+        }
+        if (Settings::values.cpuopt_unsafe_reduce_fp_error) {
+            config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_ReducedErrorFP;
+        }
+        if (Settings::values.cpuopt_unsafe_inaccurate_nan) {
+            config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_InaccurateNaN;
+        }
+        if (Settings::values.cpuopt_unsafe_fastmem_check) {
             config.fastmem_address_space_bits = 64;
+        }
+        if (Settings::values.cpuopt_unsafe_ignore_global_monitor) {
             config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_IgnoreGlobalMonitor;
         }
-
-        // Paranoia mode for debugging optimizations
-        if (Settings::values.cpu_accuracy.GetValue() == Settings::CpuAccuracy::Paranoid) {
-            config.unsafe_optimizations = false;
-            config.optimizations = Dynarmic::no_optimizations;
-        }
+        break;
+    // Safe optimisations
+    case Settings::CpuAccuracy::Auto:
+        config.unsafe_optimizations = true;
+#if defined(__FreeBSD__) || defined(__OpenBSD__) || defined(__sun__)
+        config.fastmem_pointer = std::nullopt;
+        config.fastmem_exclusive_access = false;
+#endif
+        config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_UnfuseFMA;
+        config.fastmem_address_space_bits = 64;
+        config.optimizations |= Dynarmic::OptimizationFlag::Unsafe_IgnoreGlobalMonitor;
+        break;
+    // Paranoia mode for debugging optimizations
+    case Settings::CpuAccuracy::Paranoid:
+        config.unsafe_optimizations = false;
+        config.optimizations = Dynarmic::no_optimizations;
+        break;
+    case Settings::CpuAccuracy::Accurate:
+    default:
+        break;
     }
-
     return std::make_shared<Dynarmic::A64::Jit>(config);
 }
 
diff --git a/src/qt_common/config/shared_translation.cpp b/src/qt_common/config/shared_translation.cpp
index 9bd2fa6868..1957614208 100644
--- a/src/qt_common/config/shared_translation.cpp
+++ b/src/qt_common/config/shared_translation.cpp
@@ -510,6 +510,7 @@ std::unique_ptr<ComboboxTranslationMap> ComboboxEnumeration(QObject* parent)
              PAIR(CpuAccuracy, Accurate, tr("Accurate")),
              PAIR(CpuAccuracy, Unsafe, tr("Unsafe")),
              PAIR(CpuAccuracy, Paranoid, tr("Paranoid (disables most optimizations)")),
+             PAIR(CpuAccuracy, Debugging, tr("Debugging")),
          }});
     translations->insert({Settings::EnumMetadata<Settings::CpuBackend>::Index(),
                           {
diff --git a/src/yuzu/configuration/configure_debug.cpp b/src/yuzu/configuration/configure_debug.cpp
index 0ee82853fc..70fd90734f 100644
--- a/src/yuzu/configuration/configure_debug.cpp
+++ b/src/yuzu/configuration/configure_debug.cpp
@@ -61,8 +61,6 @@ void ConfigureDebug::SetConfiguration() {
     ui->enable_graphics_debugging->setChecked(Settings::values.renderer_debug.GetValue());
     ui->enable_shader_feedback->setEnabled(runtime_lock);
     ui->enable_shader_feedback->setChecked(Settings::values.renderer_shader_feedback.GetValue());
-    ui->enable_cpu_debugging->setEnabled(runtime_lock);
-    ui->enable_cpu_debugging->setChecked(Settings::values.cpu_debug_mode.GetValue());
     ui->enable_nsight_aftermath->setEnabled(runtime_lock);
     ui->enable_nsight_aftermath->setChecked(Settings::values.enable_nsight_aftermath.GetValue());
     ui->dump_shaders->setEnabled(runtime_lock);
@@ -103,7 +101,6 @@ void ConfigureDebug::ApplyConfiguration() {
     Settings::values.enable_renderdoc_hotkey = ui->enable_renderdoc_hotkey->isChecked();
     Settings::values.disable_buffer_reorder = ui->disable_buffer_reorder->isChecked();
     Settings::values.renderer_shader_feedback = ui->enable_shader_feedback->isChecked();
-    Settings::values.cpu_debug_mode = ui->enable_cpu_debugging->isChecked();
     Settings::values.enable_nsight_aftermath = ui->enable_nsight_aftermath->isChecked();
     Settings::values.dump_shaders = ui->dump_shaders->isChecked();
     Settings::values.dump_macros = ui->dump_macros->isChecked();
diff --git a/src/yuzu/configuration/configure_debug.ui b/src/yuzu/configuration/configure_debug.ui
index bd7125712c..1f302bf118 100644
--- a/src/yuzu/configuration/configure_debug.ui
+++ b/src/yuzu/configuration/configure_debug.ui
@@ -435,13 +435,6 @@
            </property>
           </widget>
          </item>
-         <item row="1" column="0">
-          <widget class="QCheckBox" name="enable_cpu_debugging">
-           <property name="text">
-            <string>Enable CPU Debugging</string>
-           </property>
-          </widget>
-         </item>
          <item row="2" column="0">
           <widget class="QCheckBox" name="use_debug_asserts">
            <property name="text">
@@ -582,7 +575,6 @@
   <tabstop>fs_access_log</tabstop>
   <tabstop>reporting_services</tabstop>
   <tabstop>quest_flag</tabstop>
-  <tabstop>enable_cpu_debugging</tabstop>
   <tabstop>use_debug_asserts</tabstop>
  </tabstops>
  <resources/>