diff --git a/Source/Core/Core/PowerPC/JitArm64/JitArm64_FloatingPoint.cpp b/Source/Core/Core/PowerPC/JitArm64/JitArm64_FloatingPoint.cpp
index f2ac356fc5..e876b756bc 100644
--- a/Source/Core/Core/PowerPC/JitArm64/JitArm64_FloatingPoint.cpp
+++ b/Source/Core/Core/PowerPC/JitArm64/JitArm64_FloatingPoint.cpp
@@ -632,8 +632,6 @@ void JitArm64::fctiwx(UGeckoInstruction inst)
 
   if (single)
   {
-    const auto V0 = fpr.GetScopedReg();
-
     if (is_fctiwzx)
     {
       m_float_emit.FCVTS(EncodeRegToSingle(VD), EncodeRegToSingle(VB), RoundingMode::Z);
@@ -644,11 +642,8 @@ void JitArm64::fctiwx(UGeckoInstruction inst)
       m_float_emit.FCVTS(EncodeRegToSingle(VD), EncodeRegToSingle(VD), RoundingMode::Z);
     }
 
-    // Generate 0xFFF8'0000'0000'0000ULL
-    m_float_emit.MOVI(64, EncodeRegToDouble(V0), 0xFFFF'0000'0000'0000ULL);
-    m_float_emit.BIC(16, EncodeRegToDouble(V0), 0x7);
-
-    m_float_emit.ORR(EncodeRegToDouble(VD), EncodeRegToDouble(VD), EncodeRegToDouble(V0));
+    m_float_emit.INS(32, EncodeRegToDouble(VD), 1,
+                     EncodeRegToDouble(FPR_CONSTANT_FFF8_0000_3F80_0000), 1);
   }
   else
   {
@@ -863,9 +858,8 @@ void JitArm64::ConvertSingleToDoublePair(size_t guest_reg, ARM64Reg dest_reg, AR
   {
     // Set each 32-bit element of scratch_reg to 0x0000'0000 or 0xFFFF'FFFF depending on whether
     // the absolute value of the corresponding element in src_reg compares greater than 0
-    m_float_emit.MOVI(64, EncodeRegToDouble(scratch_reg), 0);
     m_float_emit.FACGT(32, EncodeRegToDouble(scratch_reg), EncodeRegToDouble(src_reg),
-                       EncodeRegToDouble(scratch_reg));
+                       EncodeRegToDouble(FPR_CONSTANT_0000_0000_0000_0000));
 
     // 0x0000'0000'0000'0000 (zero)     -> 0x0000'0000'0000'0000 (zero)
     // 0x0000'0000'FFFF'FFFF (denormal) -> 0xFF00'0000'FFFF'FFFF (normal)
diff --git a/Source/Core/Core/PowerPC/JitArm64/JitArm64_LoadStorePaired.cpp b/Source/Core/Core/PowerPC/JitArm64/JitArm64_LoadStorePaired.cpp
index 31c1317097..e1c5c88bd7 100644
--- a/Source/Core/Core/PowerPC/JitArm64/JitArm64_LoadStorePaired.cpp
+++ b/Source/Core/Core/PowerPC/JitArm64/JitArm64_LoadStorePaired.cpp
@@ -118,8 +118,8 @@ void JitArm64::psq_lXX(UGeckoInstruction inst)
 
   if (w)
   {
-    m_float_emit.FMOV(ARM64Reg::S0, 0x70);  // 1.0 as a Single
-    m_float_emit.INS(32, VS, 1, ARM64Reg::Q0, 0);
+    // Set ps1 to 1.0
+    m_float_emit.INS(32, VS, 1, FPR_CONSTANT_FFF8_0000_3F80_0000, 0);
   }
 
   const ARM64Reg VS_again = fpr.RW(inst.RS, RegType::Single, true);
diff --git a/Source/Core/Core/PowerPC/JitArm64/JitArm64_RegCache.cpp b/Source/Core/Core/PowerPC/JitArm64/JitArm64_RegCache.cpp
index 308c14fdde..aff6d1c79c 100644
--- a/Source/Core/Core/PowerPC/JitArm64/JitArm64_RegCache.cpp
+++ b/Source/Core/Core/PowerPC/JitArm64/JitArm64_RegCache.cpp
@@ -746,8 +746,6 @@ void Arm64FPRCache::GetAllocationOrder()
       ARM64Reg::Q11,
       ARM64Reg::Q12,
       ARM64Reg::Q13,
-      ARM64Reg::Q14,
-      ARM64Reg::Q15,
 
       // Caller saved
       ARM64Reg::Q16,
diff --git a/Source/Core/Core/PowerPC/JitArm64/JitArm64_RegCache.h b/Source/Core/Core/PowerPC/JitArm64/JitArm64_RegCache.h
index cde4fbe6cb..b48cfcb17e 100644
--- a/Source/Core/Core/PowerPC/JitArm64/JitArm64_RegCache.h
+++ b/Source/Core/Core/PowerPC/JitArm64/JitArm64_RegCache.h
@@ -25,6 +25,10 @@ constexpr Arm64Gen::ARM64Reg PPC_REG = Arm64Gen::ARM64Reg::X29;
 // PC register when calling the dispatcher
 constexpr Arm64Gen::ARM64Reg DISPATCHER_PC = Arm64Gen::ARM64Reg::W26;
 
+// FPR constants
+constexpr Arm64Gen::ARM64Reg FPR_CONSTANT_0000_0000_0000_0000 = Arm64Gen::ARM64Reg::Q14;
+constexpr Arm64Gen::ARM64Reg FPR_CONSTANT_FFF8_0000_3F80_0000 = Arm64Gen::ARM64Reg::Q15;
+
 #ifdef __GNUC__
 #define PPCSTATE_OFF(elem)                                                                         \
   ([]() consteval {                                                                                \
diff --git a/Source/Core/Core/PowerPC/JitArm64/JitAsm.cpp b/Source/Core/Core/PowerPC/JitArm64/JitAsm.cpp
index a65fd33a8f..0b54e93229 100644
--- a/Source/Core/Core/PowerPC/JitArm64/JitAsm.cpp
+++ b/Source/Core/Core/PowerPC/JitArm64/JitAsm.cpp
@@ -45,6 +45,11 @@ void JitArm64::GenerateAsm()
   ABI_PushRegisters(regs_to_save);
   m_float_emit.ABI_PushRegisters(regs_to_save_fpr, ARM64Reg::X8);
 
+  // Generate FPR constants
+  m_float_emit.MOVI(8, EncodeRegToDouble(FPR_CONSTANT_0000_0000_0000_0000), 0);
+  MOVI2R(ARM64Reg::X30, 0xFFF8'0000'3F80'0000ULL);
+  m_float_emit.FMOV(EncodeRegToDouble(FPR_CONSTANT_FFF8_0000_3F80_0000), ARM64Reg::X30);
+
   MOVP2R(PPC_REG, &m_ppc_state);
 
   // Store the stack pointer, so we can reset it if the BLR optimization fails.