diff --git a/executor/insert_common.go b/executor/insert_common.go
index dbd4a5ae264cd..d321f02a2f4fd 100644
--- a/executor/insert_common.go
+++ b/executor/insert_common.go
@@ -1008,7 +1008,7 @@ func (e *InsertValues) allocAutoRandomID(ctx context.Context, fieldType *types.F
 	if err != nil {
 		return 0, err
 	}
-	currentShard := e.ctx.GetSessionVars().TxnCtx.GetCurrentShard(1)
+	currentShard := e.ctx.GetSessionVars().GetCurrentShard(1)
 	return shardFmt.Compose(currentShard, autoRandomID), nil
 }
 
diff --git a/session/bench_test.go b/session/bench_test.go
index 742f63aa00f01..ece43c39cdc77 100644
--- a/session/bench_test.go
+++ b/session/bench_test.go
@@ -1855,6 +1855,22 @@ func BenchmarkCompileStmt(b *testing.B) {
 	b.StopTimer()
 }
 
+func BenchmarkAutoIncrement(b *testing.B) {
+	se, do, st := prepareBenchSession()
+	defer func() {
+		se.Close()
+		do.Close()
+		st.Close()
+	}()
+	mustExecute(se, "create table auto_inc (id int unsigned key nonclustered auto_increment) shard_row_id_bits=4 auto_id_cache 1;")
+	mustExecute(se, "set @@tidb_enable_mutation_checker = false")
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		mustExecute(se, "insert into auto_inc values ()")
+	}
+	b.StopTimer()
+}
+
 // TestBenchDaily collects the daily benchmark test result and generates a json output file.
 // The format of the json output is described by the BenchOutput.
 // Used by this command in the Makefile
@@ -1887,5 +1903,6 @@ func TestBenchDaily(t *testing.T) {
 		BenchmarkHashPartitionPruningMultiSelect,
 		BenchmarkInsertIntoSelect,
 		BenchmarkCompileStmt,
+		BenchmarkAutoIncrement,
 	)
 }
diff --git a/sessionctx/variable/session.go b/sessionctx/variable/session.go
index d95eb071c7b8b..8c977aa832579 100644
--- a/sessionctx/variable/session.go
+++ b/sessionctx/variable/session.go
@@ -196,7 +196,6 @@ type TxnCtxNoNeedToRestore struct {
 	ShardStep    int
 	shardRemain  int
 	currentShard int64
-	shardRand    *rand.Rand
 
 	// unchangedRowKeys is used to store the unchanged rows that needs to lock for pessimistic transaction.
 	unchangedRowKeys map[string]struct{}
@@ -246,21 +245,22 @@ type SavepointRecord struct {
 }
 
 // GetCurrentShard returns the shard for the next `count` IDs.
-func (tc *TransactionContext) GetCurrentShard(count int) int64 {
-	if tc.shardRand == nil {
-		tc.shardRand = rand.New(rand.NewSource(int64(tc.StartTS))) // #nosec G404
+func (s *SessionVars) GetCurrentShard(count int) int64 {
+	tc := s.TxnCtx
+	if s.shardRand == nil {
+		s.shardRand = rand.New(rand.NewSource(int64(tc.StartTS))) // #nosec G404
 	}
 	if tc.shardRemain <= 0 {
-		tc.updateShard()
+		tc.updateShard(s.shardRand)
 		tc.shardRemain = tc.ShardStep
 	}
 	tc.shardRemain -= count
 	return tc.currentShard
 }
 
-func (tc *TransactionContext) updateShard() {
+func (tc *TransactionContext) updateShard(shardRand *rand.Rand) {
 	var buf [8]byte
-	binary.LittleEndian.PutUint64(buf[:], tc.shardRand.Uint64())
+	binary.LittleEndian.PutUint64(buf[:], shardRand.Uint64())
 	tc.currentShard = int64(murmur3.Sum32(buf[:]))
 }
 
@@ -1323,6 +1323,9 @@ type SessionVars struct {
 	// StoreBatchSize indicates the batch size limit of store batch, set this field to 0 to disable store batch.
 	StoreBatchSize int
 
+	// shardRand is used by TxnCtx, for the GetCurrentShard() method.
+	shardRand *rand.Rand
+
 	// Resource group name
 	ResourceGroupName string
 }
diff --git a/table/tables/tables.go b/table/tables/tables.go
index da20b1647fbd8..46d037c3197ac 100644
--- a/table/tables/tables.go
+++ b/table/tables/tables.go
@@ -1521,8 +1521,7 @@ func allocHandleIDs(ctx context.Context, sctx sessionctx.Context, t table.Table,
 			// shard = 0010000000000000000000000000000000000000000000000000000000000000
 			return 0, 0, autoid.ErrAutoincReadFailed
 		}
-		txnCtx := sctx.GetSessionVars().TxnCtx
-		shard := txnCtx.GetCurrentShard(int(n))
+		shard := sctx.GetSessionVars().GetCurrentShard(int(n))
 		base = shardFmt.Compose(shard, base)
 		maxID = shardFmt.Compose(shard, maxID)
 	}