diff --git a/rbesetup.sh b/rbesetup.sh
index 824223b4c..8f65b2924 100644
--- a/rbesetup.sh
+++ b/rbesetup.sh
@@ -64,7 +64,10 @@ function _export_metrics_uploader() {
 # executed by RBE. This file should be sourced once per checkout of Android code.
 function _set_rbe_vars() {
   export USE_RBE="true"
-  export RBE_CXX_EXEC_STRATEGY="remote_local_fallback"
+  export RBE_CXX_EXEC_STRATEGY="racing"
+  export RBE_JAVAC_EXEC_STRATEGY="racing"
+  export RBE_R8_EXEC_STRATEGY="racing"
+  export RBE_D8_EXEC_STRATEGY="racing"
   export RBE_use_unified_cas_ops="true"
   export RBE_JAVAC=1
   export RBE_R8=1