diff --git a/av2/encoder/speed_features.c b/av2/encoder/speed_features.c
index 5201a69ae7..2c429cb89f 100644
--- a/av2/encoder/speed_features.c
+++ b/av2/encoder/speed_features.c
@@ -228,6 +228,10 @@ static void set_good_speed_feature_framesize_dependent(
     if (is_480p_or_larger) {
       sf->tx_sf.tx_type_search.prune_tx_type_using_stats = 1;
     }
+
+    if (is_4k_or_larger) {
+      sf->tx_sf.tx_type_search.prune_tx_type_est_rd = 1;
+    }
   }
 
   if (speed >= 4) {