diff --git a/Trigger/TrigValidation/TrigAnalysisTest/share/ref_RDOtoRDOTrig_v1Dev_build.ref b/Trigger/TrigValidation/TrigAnalysisTest/share/ref_RDOtoRDOTrig_v1Dev_build.ref
index 0a900fb026b9bcef1138b93242df9e3dde820a57..39aa3a3f80a5a3101b9a373710b2d592cbaa1c8e 100644
--- a/Trigger/TrigValidation/TrigAnalysisTest/share/ref_RDOtoRDOTrig_v1Dev_build.ref
+++ b/Trigger/TrigValidation/TrigAnalysisTest/share/ref_RDOtoRDOTrig_v1Dev_build.ref
@@ -10827,7 +10827,7 @@ HLT_tau20_mediumRNN_tracktwoMVABDT_probe_xe110_pfsum_vssk_L1XE50:
   stepFeatures:
     0: 8
     1: 3
-    2: 9
+    2: 10
     3: 9
     4: 9
     5: 9
@@ -10845,7 +10845,7 @@ HLT_tau20_mediumRNN_tracktwoMVA_probe_xe110_pfsum_vssk_L1XE50:
   stepFeatures:
     0: 8
     1: 3
-    2: 9
+    2: 10
     3: 9
     4: 9
     5: 9
@@ -10980,9 +10980,9 @@ HLT_tau25_medium1_tracktwo_probe_xe110_pfsum_vssk_L1XE50:
   stepFeatures:
     0: 8
     1: 3
-    2: 5
-    3: 5
-    4: 5
+    2: 7
+    3: 6
+    4: 6
     5: 3
     6: 3
     7: 2
@@ -11031,7 +11031,7 @@ HLT_tau25_mediumRNN_tracktwoMVABDT_probe_xe110_pfsum_vssk_L1XE50:
   stepFeatures:
     0: 8
     1: 3
-    2: 6
+    2: 7
     3: 6
     4: 6
     5: 6
@@ -11093,7 +11093,7 @@ HLT_tau25_mediumRNN_tracktwoMVA_probe_xe110_pfsum_vssk_L1XE50:
   stepFeatures:
     0: 8
     1: 3
-    2: 6
+    2: 7
     3: 6
     4: 6
     5: 6
@@ -11352,10 +11352,10 @@ HLT_tau35_mediumRNN_tracktwoMVABDT_probe_xe110_pfsum_vssk_L1XE50:
   stepFeatures:
     0: 8
     1: 3
-    2: 4
-    3: 4
-    4: 4
-    5: 4
+    2: 5
+    3: 5
+    4: 5
+    5: 5
     6: 2
 HLT_tau35_mediumRNN_tracktwoMVABDT_tau25_mediumRNN_tracktwoMVABDT_03dRAB30_L1DR-TAU20ITAU12I-J25:
   eventCount: 0
@@ -11424,10 +11424,10 @@ HLT_tau35_mediumRNN_tracktwoMVA_probe_xe110_pfsum_vssk_L1XE50:
   stepFeatures:
     0: 8
     1: 3
-    2: 4
-    3: 4
-    4: 4
-    5: 4
+    2: 5
+    3: 5
+    4: 5
+    5: 5
     6: 2
 HLT_tau35_mediumRNN_tracktwoMVA_tau25_mediumRNN_tracktwoMVA_03dRAB30_L1DR-TAU20ITAU12I-J25:
   eventCount: 0
@@ -11563,10 +11563,10 @@ HLT_tau40_mediumRNN_tracktwoMVABDT_probe_xe110_pfsum_vssk_L1XE50:
   stepFeatures:
     0: 8
     1: 2
-    2: 3
-    3: 3
-    4: 3
-    5: 3
+    2: 4
+    3: 4
+    4: 4
+    5: 4
     6: 2
 HLT_tau40_mediumRNN_tracktwoMVABDT_tau35_mediumRNN_tracktwoMVABDT_03dRAB_L1TAU25IM_2TAU20IM_2J25_3J20:
   eventCount: 2
@@ -11595,10 +11595,10 @@ HLT_tau40_mediumRNN_tracktwoMVA_probe_xe110_pfsum_vssk_L1XE50:
   stepFeatures:
     0: 8
     1: 2
-    2: 3
-    3: 3
-    4: 3
-    5: 3
+    2: 4
+    3: 4
+    4: 4
+    5: 4
     6: 2
 HLT_tau40_mediumRNN_tracktwoMVA_tau35_mediumRNN_tracktwoMVA_03dRAB_L1TAU25IM_2TAU20IM_2J25_3J20:
   eventCount: 2
@@ -11804,18 +11804,18 @@ HLT_tau80_mediumRNN_tracktwoLLP_probe_xe110_pfsum_vssk_L1XE50:
   stepCounts:
     0: 4
     1: 2
-    2: 1
-    3: 1
-    4: 1
-    5: 1
-    6: 1
-  stepFeatures:
-    0: 8
-    1: 2
     2: 2
     3: 2
     4: 2
     5: 2
+    6: 1
+  stepFeatures:
+    0: 8
+    1: 2
+    2: 3
+    3: 3
+    4: 3
+    5: 3
     6: 2
 HLT_tau80_mediumRNN_tracktwoLLP_tau60_mediumRNN_tracktwoLLP_03dRAB_L1TAU60_2TAU40:
   eventCount: 1
@@ -11852,18 +11852,18 @@ HLT_tau80_mediumRNN_tracktwoMVABDT_probe_xe110_pfsum_vssk_L1XE50:
   stepCounts:
     0: 4
     1: 2
-    2: 1
-    3: 1
-    4: 1
-    5: 1
-    6: 1
-  stepFeatures:
-    0: 8
-    1: 2
     2: 2
     3: 2
     4: 2
     5: 2
+    6: 1
+  stepFeatures:
+    0: 8
+    1: 2
+    2: 3
+    3: 3
+    4: 3
+    5: 3
     6: 2
 HLT_tau80_mediumRNN_tracktwoMVABDT_tau35_mediumRNN_tracktwoMVABDT_03dRAB30_L1TAU60_DR-TAU20ITAU12I:
   eventCount: 0
@@ -11899,18 +11899,18 @@ HLT_tau80_mediumRNN_tracktwoMVA_probe_xe110_pfsum_vssk_L1XE50:
   stepCounts:
     0: 4
     1: 2
-    2: 1
-    3: 1
-    4: 1
-    5: 1
-    6: 1
-  stepFeatures:
-    0: 8
-    1: 2
     2: 2
     3: 2
     4: 2
     5: 2
+    6: 1
+  stepFeatures:
+    0: 8
+    1: 2
+    2: 3
+    3: 3
+    4: 3
+    5: 3
     6: 2
 HLT_tau80_mediumRNN_tracktwoMVA_tau35_mediumRNN_tracktwoMVA_03dRAB30_L1TAU60_DR-TAU20ITAU12I:
   eventCount: 0