diff --git a/cdc/sink/black_hole.go b/cdc/sink/black_hole.go
index 85712f256d8..0379acf8e08 100644
--- a/cdc/sink/black_hole.go
+++ b/cdc/sink/black_hole.go
@@ -35,6 +35,7 @@ type blackHoleSink struct {
 	statistics      *metrics.Statistics
 	accumulated     uint64
 	lastAccumulated uint64
+	flushing        uint64 // 1 means flushing, 0 means not flushing
 }
 
 var _ Sink = (*blackHoleSink)(nil)
@@ -56,6 +57,15 @@ func (b *blackHoleSink) EmitRowChangedEvents(ctx context.Context, rows ...*model
 func (b *blackHoleSink) FlushRowChangedEvents(
 	ctx context.Context, _ model.TableID, resolved model.ResolvedTs,
 ) (model.ResolvedTs, error) {
+	// In black hole sink use a atomic lock to prevent
+	// concurrent flush to avoid statistics error.
+	if !atomic.CompareAndSwapUint64(&b.flushing, 0, 1) {
+		return model.ResolvedTs{
+			Mode:    resolved.Mode,
+			Ts:      0,
+			BatchID: resolved.BatchID,
+		}, nil
+	}
 	log.Debug("BlockHoleSink: FlushRowChangedEvents", zap.Uint64("resolvedTs", resolved.Ts))
 	err := b.statistics.RecordBatchExecution(func() (int, error) {
 		// TODO: add some random replication latency
@@ -65,6 +75,7 @@ func (b *blackHoleSink) FlushRowChangedEvents(
 		return int(batchSize), nil
 	})
 	b.statistics.PrintStatus(ctx)
+	atomic.StoreUint64(&b.flushing, 0)
 	return resolved, err
 }