diff --git a/llvm/lib/Target/RISCV/RISCVISelLowering.cpp b/llvm/lib/Target/RISCV/RISCVISelLowering.cpp
--- a/llvm/lib/Target/RISCV/RISCVISelLowering.cpp
+++ b/llvm/lib/Target/RISCV/RISCVISelLowering.cpp
@@ -5796,6 +5796,13 @@
   return DAG.getNode(BaseOpc, DL, XLenVT, SetCC, Op.getOperand(0));
 }
 
+static bool hasNonZeroAVL(SDValue AVL) {
+  auto *RegisterAVL = dyn_cast<RegisterSDNode>(AVL);
+  auto *ImmAVL = dyn_cast<ConstantSDNode>(AVL);
+  return (RegisterAVL && RegisterAVL->getReg() == RISCV::X0) ||
+         (ImmAVL && ImmAVL->getZExtValue() >= 1);
+}
+
 /// Helper to lower a reduction sequence of the form:
 /// scalar = reduce_op vec, scalar_start
 static SDValue lowerReductionSeq(unsigned RVVOpcode, SDValue StartValue, SDValue Vec, SDValue Mask, SDValue VL,
@@ -5808,7 +5815,8 @@
   SDValue InitialSplat =
       lowerScalarSplat(SDValue(), StartValue, DAG.getConstant(1, DL, XLenVT),
                        M1VT, DL, DAG, Subtarget);
-  SDValue Reduction = DAG.getNode(RVVOpcode, DL, M1VT, DAG.getUNDEF(M1VT), Vec,
+  SDValue PassThru = hasNonZeroAVL(VL) ? DAG.getUNDEF(M1VT) : InitialSplat;
+  SDValue Reduction = DAG.getNode(RVVOpcode, DL, M1VT, PassThru, Vec,
                                   InitialSplat, Mask, VL);
   return DAG.getNode(ISD::EXTRACT_VECTOR_ELT, DL, VecEltVT, Reduction,
                      DAG.getConstant(0, DL, XLenVT));
@@ -5951,29 +5959,17 @@
     return SDValue();
 
   MVT VecVT = VecEVT.getSimpleVT();
-  MVT VecEltVT = VecVT.getVectorElementType();
   unsigned RVVOpcode = getRVVVPReductionOp(Op.getOpcode());
 
-  MVT ContainerVT = VecVT;
   if (VecVT.isFixedLengthVector()) {
-    ContainerVT = getContainerForFixedLengthVector(VecVT);
+    auto ContainerVT = getContainerForFixedLengthVector(VecVT);
     Vec = convertToScalableVector(ContainerVT, Vec, DAG, Subtarget);
   }
 
   SDValue VL = Op.getOperand(3);
   SDValue Mask = Op.getOperand(2);
-
-  MVT M1VT = getLMUL1VT(ContainerVT);
-  MVT XLenVT = Subtarget.getXLenVT();
-  MVT ResVT = !VecVT.isInteger() || VecEltVT.bitsGE(XLenVT) ? VecEltVT : XLenVT;
-
-  SDValue StartSplat = lowerScalarSplat(SDValue(), Op.getOperand(0),
-                                        DAG.getConstant(1, DL, XLenVT), M1VT,
-                                        DL, DAG, Subtarget);
-  SDValue Reduction =
-      DAG.getNode(RVVOpcode, DL, M1VT, StartSplat, Vec, StartSplat, Mask, VL);
-  SDValue Elt0 = DAG.getNode(ISD::EXTRACT_VECTOR_ELT, DL, ResVT, Reduction,
-                             DAG.getConstant(0, DL, XLenVT));
+  SDValue Elt0 = lowerReductionSeq(RVVOpcode, Op.getOperand(0), Vec, Mask, VL,
+                                   DL, DAG, Subtarget);
   if (!VecVT.isInteger())
     return Elt0;
   return DAG.getSExtOrTrunc(Elt0, DL, Op.getValueType());