diff --git a/clang-tools-extra/pseudo/include/clang-pseudo/GLR.h b/clang-tools-extra/pseudo/include/clang-pseudo/GLR.h
--- a/clang-tools-extra/pseudo/include/clang-pseudo/GLR.h
+++ b/clang-tools-extra/pseudo/include/clang-pseudo/GLR.h
@@ -68,6 +68,8 @@
   struct alignas(struct Node *) Node {
     // LR state describing how parsing should continue from this head.
     LRTable::StateID State;
+    // Used internally to track reachability during garbage collection.
+    bool GCParity;
     // Number of the parents of this node.
     // The parents hold previous parsed symbols, and may resume control after
     // this node is reduced.
@@ -90,21 +92,24 @@
 
   // Allocates a new node in the graph.
   const Node *addNode(LRTable::StateID State, const ForestNode *Symbol,
-                      llvm::ArrayRef<const Node *> Parents) {
-    ++NodeCount;
-    Node *Result = new (Arena.Allocate(
-        sizeof(Node) + Parents.size() * sizeof(Node *), alignof(Node)))
-        Node({State, static_cast<unsigned>(Parents.size())});
-    Result->Payload = Symbol;
-    if (!Parents.empty())
-      llvm::copy(Parents, reinterpret_cast<const Node **>(Result + 1));
-    return Result;
-  }
+                      llvm::ArrayRef<const Node *> Parents);
+  // Frees all nodes not reachable as ancestors of Roots, and returns the count.
+  // Calling this periodically prevents steady memory growth of the GSS.
+  unsigned gc(std::vector<const Node *> &&Roots);
 
   size_t bytes() const { return Arena.getTotalMemory() + sizeof(*this); }
   size_t nodeCount() const { return NodeCount; }
 
 private:
+  // Nodes are recycled using freelists.
+  // They are variable size, so use one free-list per distinct #parents.
+  std::vector<std::vector<Node *>> FreeList;
+  Node *allocate(unsigned Parents);
+  void destroy(Node *N);
+  // The list of all allocated nodes - these are our candidates for gc().
+  std::vector<Node *> Allocated;
+  bool GCParity = false; // All nodes should match this, except during GC.
+
   llvm::BumpPtrAllocator Arena;
   unsigned NodeCount = 0;
 };
diff --git a/clang-tools-extra/pseudo/lib/GLR.cpp b/clang-tools-extra/pseudo/lib/GLR.cpp
--- a/clang-tools-extra/pseudo/lib/GLR.cpp
+++ b/clang-tools-extra/pseudo/lib/GLR.cpp
@@ -12,6 +12,7 @@
 #include "clang/Basic/TokenKinds.h"
 #include "llvm/ADT/ArrayRef.h"
 #include "llvm/ADT/STLExtras.h"
+#include "llvm/ADT/ScopeExit.h"
 #include "llvm/ADT/StringExtras.h"
 #include "llvm/Support/Debug.h"
 #include "llvm/Support/ErrorHandling.h"
@@ -65,6 +66,18 @@
   std::vector<const GSS::Node *> NewHeads = {
       GSS.addNode(/*State=*/Params.Table.getStartState(StartSymbol),
                   /*ForestNode=*/nullptr, {})};
+  auto MaybeGC = [&, Roots(std::vector<const GSS::Node *>{}), I(0u)]() mutable {
+    assert(NewHeads.empty() && "Running GC at the wrong time!");
+    if (++I != 20) // Run periodically to balance CPU and memory usage.
+      return;
+    I = 0;
+    Roots.clear();
+    for (const auto *Pending : {&PendingShift, &PendingReduce, &PendingAccept})
+      for (const auto &E : *Pending)
+        Roots.push_back(E.Head);
+    GSS.gc(std::move(Roots));
+  };
+  std::vector<const Node *> GCRoots;
   for (const ForestNode &Terminal : Terminals) {
     LLVM_DEBUG(llvm::dbgs() << llvm::formatv("Next token {0} (id={1})\n",
                                              G.symbolName(Terminal.symbol()),
@@ -72,6 +85,7 @@
     for (const auto *Head : NewHeads)
       AddSteps(Head, Terminal.symbol());
     NewHeads.clear();
+    MaybeGC();
     glrReduce(PendingReduce, Params,
               [&](const GSS::Node * NewHead) {
                 // A reduce will enable more steps.
@@ -373,5 +387,73 @@
   assert(Sequences.empty());
 }
 
+const GSS::Node *GSS::addNode(LRTable::StateID State, const ForestNode *Symbol,
+                              llvm::ArrayRef<const Node *> Parents) {
+  ++NodeCount;
+  Node *Result = new (allocate(Parents.size()))
+      Node({State, GCParity, static_cast<unsigned>(Parents.size())});
+  Allocated.push_back(Result);
+  Result->Payload = Symbol;
+  if (!Parents.empty())
+    llvm::copy(Parents, reinterpret_cast<const Node **>(Result + 1));
+  return Result;
+}
+
+GSS::Node *GSS::allocate(unsigned Parents) {
+  ++NodeCount;
+  if (FreeList.size() <= Parents)
+    FreeList.resize(Parents + 1);
+  auto &SizedList = FreeList[Parents];
+  if (!SizedList.empty()) {
+    auto *Result = SizedList.back();
+    SizedList.pop_back();
+    return Result;
+  }
+  return static_cast<Node *>(
+      Arena.Allocate(sizeof(Node) + Parents * sizeof(Node *), alignof(Node)));
+}
+
+void GSS::destroy(Node *N) {
+  unsigned ParentCount = N->ParentCount;
+  N->~Node();
+  assert(FreeList.size() > ParentCount && "established on construction!");
+  FreeList[ParentCount].push_back(N);
+}
+
+unsigned GSS::gc(std::vector<const Node *> &&Queue) {
+#ifndef NDEBUG
+  auto ParityMatches = [&](const Node *N) { return N->GCParity == GCParity; };
+  assert("Before GC" && llvm::all_of(Allocated, ParityMatches));
+  auto Deferred = llvm::make_scope_exit(
+      [&] { assert("After GC" && llvm::all_of(Allocated, ParityMatches)); });
+  assert(llvm::all_of(
+      Queue, [&](const Node *R) { return llvm::is_contained(Allocated, R); }));
+#endif
+  unsigned InitialCount = Allocated.size();
+
+  // Mark
+  GCParity = !GCParity;
+  while (!Queue.empty()) {
+    Node *N = const_cast<Node *>(Queue.back()); // Safe: we created these nodes.
+    Queue.pop_back();
+    if (N->GCParity != GCParity) { // Not seen yet
+      N->GCParity = GCParity;      // Mark as seen
+      for (const Node *P : N->parents()) // And walk parents
+        Queue.push_back(P);
+    }
+  }
+  // Sweep
+  llvm::erase_if(Allocated, [&](Node *N) {
+    if (N->GCParity == GCParity) // Walk reached this node.
+      return false;
+    destroy(N);
+    return true;
+  });
+
+  LLVM_DEBUG(llvm::dbgs() << "GC pruned " << (InitialCount - Allocated.size())
+                          << "/" << InitialCount << " GSS nodes\n");
+  return InitialCount - Allocated.size();
+}
+
 } // namespace pseudo
 } // namespace clang
diff --git a/clang-tools-extra/pseudo/unittests/GLRTest.cpp b/clang-tools-extra/pseudo/unittests/GLRTest.cpp
--- a/clang-tools-extra/pseudo/unittests/GLRTest.cpp
+++ b/clang-tools-extra/pseudo/unittests/GLRTest.cpp
@@ -393,6 +393,29 @@
             "[  0, end)     └─IDENTIFIER := tok[0]\n");
 }
 
+TEST(GSSTest, GC) {
+  //      ┌-A-┬-AB
+  //      ├-B-┘
+  // Root-+-C
+  //      ├-D
+  //      └-E
+  GSS GSStack;
+  auto *Root = GSStack.addNode(0, nullptr, {});
+  auto *A = GSStack.addNode(0, nullptr, {Root});
+  auto *B = GSStack.addNode(0, nullptr, {Root});
+  auto *C = GSStack.addNode(0, nullptr, {Root});
+  auto *D = GSStack.addNode(0, nullptr, {Root});
+  auto *AB = GSStack.addNode(0, nullptr, {A, B});
+
+  EXPECT_EQ(1u, GSStack.gc({AB, C})); // destroys D
+  EXPECT_EQ(0u, GSStack.gc({AB, C})); // D is already gone.
+  auto *E = GSStack.addNode(0, nullptr, {Root});
+  EXPECT_EQ(3u, GSStack.gc({A, E})); // destroys B, AB, C
+  EXPECT_EQ(1u, GSStack.gc({E}));    // destroys A
+
+  (void)D;
+}
+
 } // namespace
 } // namespace pseudo
 } // namespace clang