diff --git a/llvm/include/llvm/Analysis/TargetTransformInfo.h b/llvm/include/llvm/Analysis/TargetTransformInfo.h
--- a/llvm/include/llvm/Analysis/TargetTransformInfo.h
+++ b/llvm/include/llvm/Analysis/TargetTransformInfo.h
@@ -708,6 +708,9 @@
   /// Return true if this type is legal.
   bool isTypeLegal(Type *Ty) const;
 
+  /// Returns the estimated number of registers required to represent \p Ty.
+  unsigned getRegUsageForType(Type *Ty) const;
+
   /// Return true if switches should be turned into lookup tables for the
   /// target.
   bool shouldBuildLookupTables() const;
@@ -1447,6 +1450,7 @@
   virtual bool isProfitableToHoist(Instruction *I) = 0;
   virtual bool useAA() = 0;
   virtual bool isTypeLegal(Type *Ty) = 0;
+  virtual unsigned getRegUsageForType(Type *Ty) = 0;
   virtual bool shouldBuildLookupTables() = 0;
   virtual bool shouldBuildLookupTablesForConstant(Constant *C) = 0;
   virtual bool useColdCCForColdCall(Function &F) = 0;
@@ -1807,6 +1811,9 @@
   }
   bool useAA() override { return Impl.useAA(); }
   bool isTypeLegal(Type *Ty) override { return Impl.isTypeLegal(Ty); }
+  unsigned getRegUsageForType(Type *Ty) override {
+    return Impl.getRegUsageForType(Ty);
+  }
   bool shouldBuildLookupTables() override {
     return Impl.shouldBuildLookupTables();
   }
diff --git a/llvm/include/llvm/Analysis/TargetTransformInfoImpl.h b/llvm/include/llvm/Analysis/TargetTransformInfoImpl.h
--- a/llvm/include/llvm/Analysis/TargetTransformInfoImpl.h
+++ b/llvm/include/llvm/Analysis/TargetTransformInfoImpl.h
@@ -259,6 +259,8 @@
 
   bool isTypeLegal(Type *Ty) { return false; }
 
+  unsigned getRegUsageForType(Type *Ty) { return 1; }
+
   bool shouldBuildLookupTables() { return true; }
   bool shouldBuildLookupTablesForConstant(Constant *C) { return true; }
 
diff --git a/llvm/include/llvm/CodeGen/BasicTTIImpl.h b/llvm/include/llvm/CodeGen/BasicTTIImpl.h
--- a/llvm/include/llvm/CodeGen/BasicTTIImpl.h
+++ b/llvm/include/llvm/CodeGen/BasicTTIImpl.h
@@ -297,6 +297,10 @@
     return getTLI()->isTypeLegal(VT);
   }
 
+  unsigned getRegUsageForType(Type *Ty) {
+    return getTLI()->getTypeLegalizationCost(DL, Ty).first;
+  }
+
   int getGEPCost(Type *PointeeType, const Value *Ptr,
                  ArrayRef<const Value *> Operands) {
     return BaseT::getGEPCost(PointeeType, Ptr, Operands);
diff --git a/llvm/lib/Analysis/TargetTransformInfo.cpp b/llvm/lib/Analysis/TargetTransformInfo.cpp
--- a/llvm/lib/Analysis/TargetTransformInfo.cpp
+++ b/llvm/lib/Analysis/TargetTransformInfo.cpp
@@ -482,6 +482,10 @@
   return TTIImpl->isTypeLegal(Ty);
 }
 
+unsigned TargetTransformInfo::getRegUsageForType(Type *Ty) const {
+  return TTIImpl->getRegUsageForType(Ty);
+}
+
 bool TargetTransformInfo::shouldBuildLookupTables() const {
   return TTIImpl->shouldBuildLookupTables();
 }
diff --git a/llvm/lib/Transforms/Vectorize/LoopVectorize.cpp b/llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
--- a/llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
+++ b/llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
@@ -5793,8 +5793,6 @@
   unsigned MaxSafeDepDist = -1U;
   if (Legal->getMaxSafeDepDistBytes() != -1U)
     MaxSafeDepDist = Legal->getMaxSafeDepDistBytes() * 8;
-  unsigned WidestRegister =
-      std::min(TTI.getRegisterBitWidth(true), MaxSafeDepDist);
   const DataLayout &DL = TheFunction->getParent()->getDataLayout();
 
   SmallVector<RegisterUsage, 8> RUs(VFs.size());
@@ -5803,13 +5801,10 @@
   LLVM_DEBUG(dbgs() << "LV(REG): Calculating max register usage:\n");
 
   // A lambda that gets the register usage for the given type and VF.
-  auto GetRegUsage = [&DL, WidestRegister](Type *Ty, ElementCount VF) {
+  auto GetRegUsage = [&DL, &TTI=TTI](Type *Ty, ElementCount VF) {
     if (Ty->isTokenTy())
       return 0U;
-    unsigned TypeSize = DL.getTypeSizeInBits(Ty->getScalarType());
-    assert(!VF.isScalable() && "scalable vectors not yet supported.");
-    return std::max<unsigned>(1, VF.getKnownMinValue() * TypeSize /
-                                     WidestRegister);
+    return TTI.getRegUsageForType(VectorType::get(Ty, VF));
   };
 
   for (unsigned int i = 0, s = IdxToInstr.size(); i < s; ++i) {