diff --git a/src/main/java/net/gensokyoreimagined/nitori/mixin/math/vec/FastMathVec3DMixin.java b/src/main/java/net/gensokyoreimagined/nitori/mixin/math/vec/FastMathVec3DMixin.java
new file mode 100644
index 0000000..2d93ff7
--- /dev/null
+++ b/src/main/java/net/gensokyoreimagined/nitori/mixin/math/vec/FastMathVec3DMixin.java
@@ -0,0 +1,37 @@
+package net.gensokyoreimagined.nitori.mixin.math.vec;
+
+import net.minecraft.world.phys.Vec3;
+import org.spongepowered.asm.mixin.*;
+
+@Mixin(Vec3.class)
+public class FastMathVec3DMixin {
+    @Mutable
+    @Shadow
+    @Final
+    public double x;
+
+    @Mutable
+    @Shadow @Final public double y;
+
+    @Mutable
+    @Shadow @Final public double z;
+    private Vec3 cachedNormalized;
+
+    /**
+     * @author QPCrummer
+     * @reason Cache normalized Vec
+     */
+    @Overwrite
+    public Vec3 normalize() {
+        if (cachedNormalized == null) {
+            double squaredLength = x * x + y * y + z * z;
+            if (squaredLength < 1.0E-8) {
+                cachedNormalized = Vec3.ZERO;
+            } else {
+                double invLength = 1.0 / Math.sqrt(squaredLength);
+                cachedNormalized = new Vec3(x * invLength, y * invLength, z * invLength);
+            }
+        }
+        return cachedNormalized;
+    }
+}
\ No newline at end of file
diff --git a/src/main/resources/mixins.core.json b/src/main/resources/mixins.core.json
index 49db3df..a5f0c81 100755
--- a/src/main/resources/mixins.core.json
+++ b/src/main/resources/mixins.core.json
@@ -44,6 +44,7 @@
     "math.fast_util.AxisCycleDirectionMixin$ForwardMixin",
     "math.fast_util.AxisCycleDirectionMixin$BackwardMixin",
     "math.fast_util.DirectionMixin",
+    "math.vec.FastMathVec3DMixin",
     "collections.entity_filtering.TypeFilterableListMixin",
     "collections.entity_by_type.TypeFilterableListMixin",
     "collections.chunk_tickets.SortedArraySetMixin",