diff --git a/configs/V31/caching.yaml b/configs/V31/caching.yaml
index fdf7dec0..57d6c31a 100644
--- a/configs/V31/caching.yaml
+++ b/configs/V31/caching.yaml
@@ -73,6 +73,7 @@ V31:
         seededConeExtendedPuppiHT: "all"
         seededConePuppiHT: "all"
         seededConePuppiMHT: "all"
+        caloJet: [Et, Pt, Eta, Phi]
         tkElectron: [Pt, Et, Eta, Phi, Chg, TrkIso, PfIso, PuppiIso, zVtx, HwQual, HGC, PassesEleID, PassesPhoID]
         EG: [Pt, Et, Eta, Phi, Iso, HwQual, HGC, PassesEleID, PassesSaID]
         gmtTkMuon: [Pt, Eta, Phi, Z0, D0, Chg, Qual ]
diff --git a/configs/V31/object_performance/jets_trigger.yaml b/configs/V31/object_performance/jets_trigger.yaml
index 64689056..58511967 100644
--- a/configs/V31/object_performance/jets_trigger.yaml
+++ b/configs/V31/object_performance/jets_trigger.yaml
@@ -14,7 +14,7 @@ JetTurnonBarrel:
   test_objects:
     phase1PuppiJet:default:barrel: "Pt"
     seededConePuppiJet:default:barrel: "Pt"
-    caloJet:default: "Pt"
+    caloJet:default:barrel: "Pt"
     trackerJet:default:barrel: "Pt"
   thresholds: [50, 100]
   scalings:
@@ -43,7 +43,7 @@ JetTurnonEndcap:
   test_objects:
     phase1PuppiJet:default:endcap: "Pt"
     seededConePuppiJet:default:endcap: "Pt"
-    caloJet:default: "Pt"
+    caloJet:default:endcap: "Pt"
     trackerJet:default:endcap: "Pt"
   thresholds: [50, 100]
   scalings:
@@ -72,7 +72,7 @@ JetTurnonForward:
   test_objects:
     phase1PuppiJet:default:forward: "Pt"
     seededConePuppiJet:default:forward: "Pt"
-    caloJet:default: "Pt"
+    caloJet:default:forward: "Pt"
   thresholds: [50, 100]
   scalings:
     method: "naive"
diff --git a/configs/V31/object_performance/jets_trigger_fwd.yaml b/configs/V31/object_performance/jets_trigger_fwd.yaml
index 1775d462..ce0a68a3 100644
--- a/configs/V31/object_performance/jets_trigger_fwd.yaml
+++ b/configs/V31/object_performance/jets_trigger_fwd.yaml
@@ -12,7 +12,7 @@ JetTurnonFwd_3p7to7:
       object:
         - "abs({eta}) < 7"
   test_objects:
-    phase1PuppiJet:default:forward: "Pt"
+    #phase1PuppiJet:default:forward: "Pt"
     seededConePuppiJet:default:forward: "Pt"
   thresholds: [50,100]
   scalings:
diff --git a/configs/V31/object_performance/mht.yaml b/configs/V31/object_performance/mht.yaml
index 4658ff01..c2bdac75 100644
--- a/configs/V31/object_performance/mht.yaml
+++ b/configs/V31/object_performance/mht.yaml
@@ -1,29 +1,3 @@
-MHT30_90perc:
-  sample: TT
-  version: V31
-  reference_object:
-    object: "jet"
-    x_arg: "Pt"
-    label: "Gen MHT"
-    cuts:
-      object:
-        - "abs({eta}) < 2.4"
-        - "{pt} > 30"
-    trafo: "MHT"
-  test_objects:
-    phase1PuppiMHT:default: "et"
-    seededConePuppiMHT:default: "et"
-  thresholds: [70, 150]
-  scalings:
-    method: "naive"
-    threshold: 0.90
-  xlabel: "Gen. MHT30 (GeV)"
-  ylabel: "Trigger Efficiency (<threshold> GeV)"
-  binning:
-    min: 0
-    max: 500
-    step: 20
-
 MHT30_50perc:
   sample: TT
   version: V31
@@ -40,7 +14,7 @@ MHT30_50perc:
     phase1PuppiMHT:default: "et"
     seededConePuppiMHT:default: "et"
     trackerMHT:default: ""
-  thresholds: [70, 150]
+  thresholds: [70]
   scalings:
     method: "naive"
     threshold: 0.50
diff --git a/configs/V31/objects/jets.yaml b/configs/V31/objects/jets.yaml
index b2128853..38a787ca 100644
--- a/configs/V31/objects/jets.yaml
+++ b/configs/V31/objects/jets.yaml
@@ -3,6 +3,9 @@ caloJet:
   label: "Calo Jet"
   eta_ranges:
     inclusive: [0, 7]
+    barrel: [0, 1.5]
+    endcap: [1.5, 2.4]
+    forward: [2.4, 5]
   cuts:
     inclusive:
       - "abs({eta}) < 7"
diff --git a/configs/V31/rate_plots/ht.yaml b/configs/V31/rate_plots/ht.yaml
index fb652a7f..2a24a1bd 100644
--- a/configs/V31/rate_plots/ht.yaml
+++ b/configs/V31/rate_plots/ht.yaml
@@ -9,3 +9,15 @@ HTRates:
     min: 50
     max: 975
     step: 25
+
+MHTRates:
+  sample: MinBias
+  version: V31
+  test_objects:
+    - phase1PuppiMHT:default
+    - seededConePuppiMHT:default
+    - trackerMHT:default
+  binning:
+    min: 50
+    max: 975
+    step: 25
diff --git a/configs/V31/rate_plots/jets.yaml b/configs/V31/rate_plots/jets.yaml
index 0cc482d3..8277fde3 100644
--- a/configs/V31/rate_plots/jets.yaml
+++ b/configs/V31/rate_plots/jets.yaml
@@ -6,7 +6,7 @@ JetDefaultRates:
     - seededConePuppiJet:default
     # - seededConeExtendedPuppiJet:default
     - trackerJet:default
-    # - caloJet:default
+    - caloJet:default
   binning:
     min: 40
     max: 420