diff --git a/Source/Core/Core/PowerPC/Jit64/Jit_Integer.cpp b/Source/Core/Core/PowerPC/Jit64/Jit_Integer.cpp
index b4ac8df181a..af6723c8214 100644
--- a/Source/Core/Core/PowerPC/Jit64/Jit_Integer.cpp
+++ b/Source/Core/Core/PowerPC/Jit64/Jit_Integer.cpp
@@ -1271,14 +1271,7 @@ void Jit64::mullwx(UGeckoInstruction inst)
   JITDISABLE(bJITIntegerOff);
   int a = inst.RA, b = inst.RB, d = inst.RD;
 
-  if (gpr.IsImm(a, b))
-  {
-    s32 i = gpr.SImm32(a), j = gpr.SImm32(b);
-    gpr.SetImmediate32(d, i * j);
-    if (inst.OE)
-      GenerateConstantOverflow((s64)i * (s64)j);
-  }
-  else if (gpr.IsImm(a) || gpr.IsImm(b))
+  if (gpr.IsImm(a) || gpr.IsImm(b))
   {
     u32 imm = gpr.IsImm(a) ? gpr.Imm32(a) : gpr.Imm32(b);
     int src = gpr.IsImm(a) ? b : a;
@@ -1320,14 +1313,7 @@ void Jit64::mulhwXx(UGeckoInstruction inst)
   int a = inst.RA, b = inst.RB, d = inst.RD;
   bool sign = inst.SUBOP10 == 75;
 
-  if (gpr.IsImm(a, b))
-  {
-    if (sign)
-      gpr.SetImmediate32(d, (u32)((u64)(((s64)gpr.SImm32(a) * (s64)gpr.SImm32(b))) >> 32));
-    else
-      gpr.SetImmediate32(d, (u32)(((u64)gpr.Imm32(a) * (u64)gpr.Imm32(b)) >> 32));
-  }
-  else if (sign)
+  if (sign)
   {
     RCOpArg Ra = gpr.Use(a, RCMode::Read);
     RCOpArg Rb = gpr.UseNoImm(b, RCMode::Read);
diff --git a/Source/Core/Core/PowerPC/JitArm64/JitArm64_Integer.cpp b/Source/Core/Core/PowerPC/JitArm64/JitArm64_Integer.cpp
index 96dc459057d..ebd3dd273aa 100644
--- a/Source/Core/Core/PowerPC/JitArm64/JitArm64_Integer.cpp
+++ b/Source/Core/Core/PowerPC/JitArm64/JitArm64_Integer.cpp
@@ -984,15 +984,8 @@ void JitArm64::mullwx(UGeckoInstruction inst)
 
   int a = inst.RA, b = inst.RB, d = inst.RD;
 
-  if (gpr.IsImm(a) && gpr.IsImm(b))
-  {
-    s32 i = (s32)gpr.GetImm(a), j = (s32)gpr.GetImm(b);
-    gpr.SetImmediate(d, i * j);
-    if (inst.Rc)
-      ComputeRC0(gpr.GetImm(d));
-  }
-  else if ((gpr.IsImm(a) && MultiplyImmediate(gpr.GetImm(a), b, d, inst.Rc)) ||
-           (gpr.IsImm(b) && MultiplyImmediate(gpr.GetImm(b), a, d, inst.Rc)))
+  if ((gpr.IsImm(a) && MultiplyImmediate(gpr.GetImm(a), b, d, inst.Rc)) ||
+      (gpr.IsImm(b) && MultiplyImmediate(gpr.GetImm(b), a, d, inst.Rc)))
   {
     // Code is generated inside MultiplyImmediate, nothing to be done here.
   }
@@ -1012,22 +1005,12 @@ void JitArm64::mulhwx(UGeckoInstruction inst)
 
   int a = inst.RA, b = inst.RB, d = inst.RD;
 
-  if (gpr.IsImm(a) && gpr.IsImm(b))
-  {
-    s32 i = (s32)gpr.GetImm(a), j = (s32)gpr.GetImm(b);
-    gpr.SetImmediate(d, (u32)((u64)(((s64)i * (s64)j)) >> 32));
-    if (inst.Rc)
-      ComputeRC0(gpr.GetImm(d));
-  }
-  else
-  {
-    gpr.BindToRegister(d, d == a || d == b);
-    SMULL(EncodeRegTo64(gpr.R(d)), gpr.R(a), gpr.R(b));
-    LSR(EncodeRegTo64(gpr.R(d)), EncodeRegTo64(gpr.R(d)), 32);
+  gpr.BindToRegister(d, d == a || d == b);
+  SMULL(EncodeRegTo64(gpr.R(d)), gpr.R(a), gpr.R(b));
+  LSR(EncodeRegTo64(gpr.R(d)), EncodeRegTo64(gpr.R(d)), 32);
 
-    if (inst.Rc)
-      ComputeRC0(gpr.R(d));
-  }
+  if (inst.Rc)
+    ComputeRC0(gpr.R(d));
 }
 
 void JitArm64::mulhwux(UGeckoInstruction inst)
@@ -1037,22 +1020,12 @@ void JitArm64::mulhwux(UGeckoInstruction inst)
 
   int a = inst.RA, b = inst.RB, d = inst.RD;
 
-  if (gpr.IsImm(a) && gpr.IsImm(b))
-  {
-    u32 i = gpr.GetImm(a), j = gpr.GetImm(b);
-    gpr.SetImmediate(d, (u32)(((u64)i * (u64)j) >> 32));
-    if (inst.Rc)
-      ComputeRC0(gpr.GetImm(d));
-  }
-  else
-  {
-    gpr.BindToRegister(d, d == a || d == b);
-    UMULL(EncodeRegTo64(gpr.R(d)), gpr.R(a), gpr.R(b));
-    LSR(EncodeRegTo64(gpr.R(d)), EncodeRegTo64(gpr.R(d)), 32);
+  gpr.BindToRegister(d, d == a || d == b);
+  UMULL(EncodeRegTo64(gpr.R(d)), gpr.R(a), gpr.R(b));
+  LSR(EncodeRegTo64(gpr.R(d)), EncodeRegTo64(gpr.R(d)), 32);
 
-    if (inst.Rc)
-      ComputeRC0(gpr.R(d));
-  }
+  if (inst.Rc)
+    ComputeRC0(gpr.R(d));
 }
 
 void JitArm64::addzex(UGeckoInstruction inst)
diff --git a/Source/Core/Core/PowerPC/JitCommon/ConstantPropagation.cpp b/Source/Core/Core/PowerPC/JitCommon/ConstantPropagation.cpp
index f3de311dee6..78facf40bd2 100644
--- a/Source/Core/Core/PowerPC/JitCommon/ConstantPropagation.cpp
+++ b/Source/Core/Core/PowerPC/JitCommon/ConstantPropagation.cpp
@@ -219,6 +219,16 @@ ConstantPropagationResult ConstantPropagation::EvaluateTable31AB(UGeckoInstructi
     d = u64(a) + u64(b);
     d_overflow = s64(s32(a)) + s64(s32(b));
     break;
+  case 11:  // mulhwux
+    d = d_overflow = (u64(a) * u64(b)) >> 32;
+    break;
+  case 75:  // mulhwx
+    d = d_overflow = u64(s64(s32(a)) * s64(s32(b))) >> 32;
+    break;
+  case 235:  // mullwx
+  case 747:  // mullwox
+    d = d_overflow = s64(s32(a)) * s64(s32(b));
+    break;
   default:
     return {};
   }