diff --git a/configs/V33nano/caching.yaml b/configs/V33nano/caching.yaml
index 907925ba..064fa109 100644
--- a/configs/V33nano/caching.yaml
+++ b/configs/V33nano/caching.yaml
@@ -41,10 +41,12 @@ V33nano:
         L1TrackMET: [pt]
         L1TrackHT: [ht, mht]
         L1TrackJet: [pt, eta, phi]
-  # VBFHToTauTau:
-  #   ntuple_path: /eos/cms/store/group/dpg_trigger/comm_trigger/L1Trigger/alobanov/phase2/menu/ntuples/14X/v32_reL1only/VBFHToTauTau_M-125_TuneCP5_14TeV-powheg-pythia8/VBFHToTauTau_131_200PU_v32_reL1only/240206_115854/0000/l1nano_*.root
-  #   trees_branches:
-  #     Events:
-  #       GenVisTau: "all" 
-  #       L1nnTau: "all" 
-  #       L1caloTau: "all" 
\ No newline at end of file
+  VBFHToTauTau:
+    ntuple_path: /eos/cms/store/group/dpg_trigger/comm_trigger/L1Trigger/alobanov/phase2/menu/ntuples/14X/v33_fromEmyr/vbfHTauTau.root
+    trees_branches:
+      Events:
+        GenVisTau: "all" 
+        L1nnPuppiTau: "all" 
+        L1hpsTau: "all" 
+        L1caloTau: "all" 
+        L1nnCaloTau: "all"
\ No newline at end of file
diff --git a/configs/V33nano/object_performance/tau_matching.yaml b/configs/V33nano/object_performance/tau_matching.yaml
new file mode 100644
index 00000000..fd0ff154
--- /dev/null
+++ b/configs/V33nano/object_performance/tau_matching.yaml
@@ -0,0 +1,53 @@
+TausMatchingBarrel:
+  sample: VBFHToTauTau
+  version: V33nano
+  match_test_to_ref: True
+  reference_object:
+    object: "GenVisTau"
+    x_arg: "pt"
+    label: "Gen Taus"
+    cuts:
+      event:
+        # - "{dr_0.3} < 0.15"
+        - "abs({eta}) < 1.5"
+      object:
+        - "abs({eta}) < 2.4"
+  test_objects:
+    L1nnPuppiTau:default: "pt"
+    L1hpsTau:default: "pt"
+    L1caloTau:default: "pt"
+    L1nnCaloTau:default: "pt"
+#     L1caloTau:PtGe20: "Pt"
+  xlabel: "Gen. $p_T$ (GeV)"
+  ylabel: "Matching Efficiency (Barrel)"
+  binning:
+    min: 0
+    max: 150
+    step: 6
+
+TausMatchingEndcap:
+  sample: VBFHToTauTau
+  version: V33nano
+  match_test_to_ref: True
+  reference_object:
+    object: "GenVisTau"
+    x_arg: "pt"
+    label: "Gen Taus"
+    cuts:
+      event:
+        # - "{dr_0.3} < 0.15"
+        - "abs({eta}) > 1.5"
+      object:
+        - "abs({eta}) < 2.4"
+  test_objects:
+    L1nnPuppiTau:default: "pt"
+    L1hpsTau:default: "pt"
+    L1caloTau:default: "pt"
+    L1nnCaloTau:default: "pt"
+#     L1caloTau:PtGe20: "Pt"
+  xlabel: "Gen. $p_T$ (GeV)"
+  ylabel: "Matching Efficiency (Endcap)"
+  binning:
+    min: 0
+    max: 150
+    step: 6
diff --git a/configs/V33nano/object_performance/tau_matching_eta.yaml b/configs/V33nano/object_performance/tau_matching_eta.yaml
new file mode 100644
index 00000000..cc342b62
--- /dev/null
+++ b/configs/V33nano/object_performance/tau_matching_eta.yaml
@@ -0,0 +1,50 @@
+TauMatching_Eta_Pt40To100:
+  sample: VBFHToTauTau
+  version: V33nano
+  match_test_to_ref: True
+  reference_object: 
+    object: "GenVisTau"
+    x_arg: "eta"
+    label: "Gen Taus"
+    cuts:
+      event:
+        - "{pt} > 40"
+        - "{pt} < 100"
+      object:
+        - "abs({eta}) < 2.4"
+  test_objects:
+    L1nnPuppiTau:default: "eta"
+    L1hpsTau:default: "eta"
+    L1caloTau:default: "eta"
+    L1nnCaloTau:default: "eta"
+  xlabel: "Gen. $\\eta$"
+  ylabel: "Matching Efficiency (40-100 GeV)"
+  binning:
+    min: -3.0
+    max: 3.0
+    step: 0.2
+
+TauMatching_Eta_Pt100ToInf:
+  sample: VBFHToTauTau
+  version: V33nano
+  match_test_to_ref: True
+  reference_object: 
+    object: "GenVisTau"
+    x_arg: "eta"
+    label: "Gen Taus"
+    cuts:
+      event:
+        - "{pt} > 100"
+      object:
+        - "abs({eta}) < 5"
+  test_objects:
+    L1nnPuppiTau:default: "eta"
+    L1hpsTau:default: "eta"
+    L1caloTau:default: "eta"
+    L1nnCaloTau:default: "eta"
+  xlabel: "Gen. $\\eta$"
+  ylabel: "Matching Efficiency (>100 GeV)"
+  binning:
+    min: -3
+    max: 3
+    step: 0.2
diff --git a/configs/V33nano/object_performance/tau_trigger.yaml b/configs/V33nano/object_performance/tau_trigger.yaml
new file mode 100644
index 00000000..c141d9e3
--- /dev/null
+++ b/configs/V33nano/object_performance/tau_trigger.yaml
@@ -0,0 +1,119 @@
+TauTriggerBarrel_90perc:
+  sample: VBFHToTauTau
+  version: V33nano
+  match_test_to_ref: True
+  reference_object:
+    object: "GenVisTau"
+    x_arg: "pt"
+    label: "Gen Taus"
+    cuts:
+      event:
+        # - "{dr_0.3} < 0.15"
+        - "abs({eta}) < 1.5"
+      object:
+        - "abs({eta}) < 2.4"
+  test_objects:
+    L1nnPuppiTau:default: "pt"
+    L1hpsTau:default: "pt"
+    L1caloTau:default: "pt"
+    L1nnCaloTau:default: "pt"
+  xlabel: "Gen. pT (GeV)"
+  ylabel: "Trigger Efficiency (barrel, L1 $p_T > <threshold>$ GeV)"
+  thresholds: [20, 30]
+  scalings:
+    method: "naive"
+    threshold: 0.90
+  binning:
+    min: 0
+    max: 150
+    step: 6
+
+TauTriggerEndcap_90perc:
+  sample: VBFHToTauTau
+  version: V33nano
+  match_test_to_ref: True
+  reference_object:
+    object: "GenVisTau"
+    x_arg: "pt"
+    label: "Gen Taus"
+    cuts:
+      event:
+        # - "{dr_0.3} < 0.15"
+        - "abs({eta}) > 1.5"
+      object:
+        - "abs({eta}) < 2.4"
+  test_objects:
+    L1nnPuppiTau:default: "pt"
+    L1hpsTau:default: "pt"
+    L1caloTau:default: "pt"
+    L1nnCaloTau:default: "pt"
+  xlabel: "Gen. pT (GeV)"
+  ylabel: "Trigger Efficiency (endcap, L1 $p_T > <threshold>$ GeV)"
+  thresholds: [20, 30]
+  scalings:
+    method: "naive"
+    threshold: 0.90
+  binning:
+    min: 0
+    max: 150
+    step: 6
+
+TauTriggerBarrel_50perc:
+  sample: VBFHToTauTau
+  version: V33nano
+  match_test_to_ref: True
+  reference_object:
+    object: "GenVisTau"
+    x_arg: "pt"
+    label: "Gen Taus"
+    cuts:
+      event:
+        # - "{dr_0.3} < 0.15"
+        - "abs({eta}) < 1.5"
+      object:
+        - "abs({eta}) < 2.4"
+  test_objects:
+    L1nnPuppiTau:default: "pt"
+    L1hpsTau:default: "pt"
+    L1caloTau:default: "pt"
+    L1nnCaloTau:default: "pt"
+  xlabel: "Gen. pT (GeV)"
+  ylabel: "Trigger Efficiency (barrel, L1 $p_T > <threshold>$ GeV)"
+  thresholds: [20, 30]
+  scalings:
+    method: "naive"
+    threshold: 0.50
+  binning:
+    min: 0
+    max: 150
+    step: 6
+
+TauTriggerEndcap_50perc:
+  sample: VBFHToTauTau
+  version: V33nano
+  match_test_to_ref: True
+  reference_object:
+    object: "GenVisTau"
+    x_arg: "pt"
+    label: "Gen Taus"
+    cuts:
+      event:
+        # - "{dr_0.3} < 0.15"
+        - "abs({eta}) > 1.5"
+      object:
+        - "abs({eta}) < 2.4"
+  test_objects:
+    L1nnPuppiTau:default: "pt"
+    L1hpsTau:default: "pt"
+    L1caloTau:default: "pt"
+    L1nnCaloTau:default: "pt"
+  xlabel: "Gen. pT (GeV)"
+  ylabel: "Trigger Efficiency (endcap, L1 $p_T > <threshold>$ GeV)"
+  thresholds: [20, 30]
+  scalings:
+    method: "naive"
+    threshold: 0.50
+  binning:
+    min: 0
+    max: 150
+    step: 6
diff --git a/configs/V33nano/objects/taus.yaml b/configs/V33nano/objects/taus.yaml
index 8b1fb739..11e49a74 100644
--- a/configs/V33nano/objects/taus.yaml
+++ b/configs/V33nano/objects/taus.yaml
@@ -1,4 +1,4 @@
-L1nnTau:
+L1nnPuppiTau:
   label: "NN Tau"
   match_dR: 0.1
   eta_ranges:
@@ -10,7 +10,22 @@ L1nnTau:
       cuts:
         inclusive:
           - "abs({eta}) < 2.4"
-          - "{passLooseNN}==1"
+          # - "{passLooseNN}==1"
+          # Current IB (22 Feb recipe) does not have updated WP, so cut on NN score rather than checking passLooseNN
+          - "{chargedIso} > 0.22"
+
+L1hpsTau:
+  label: "HPS Tau"
+  match_dR: 0.1
+  eta_ranges:
+    inclusive: [0, 7]
+    barrel: [0, 1.5]
+    endcap: [1.5, 2.4]
+  ids:
+    default:
+      cuts:
+        inclusive:
+          - "abs({eta}) < 2.4"
 
 L1caloTau:
   label: "Calo Tau"
@@ -24,9 +39,23 @@ L1caloTau:
       cuts:
         inclusive:
           - "abs({eta}) < 2.4"
-    PtGe20:
-      label: "Calo Tau, pt > 20"
+  PtGe20:
+    label: "Calo Tau, pt > 20"
+    cuts:
+      inclusive:
+        - "abs({eta}) < 2.4"
+        - "{pt} > 20"
+
+L1nnCaloTau:
+  label: "NN Calo Tau"
+  match_dR: 0.3
+  eta_ranges:
+    inclusive: [0, 7]
+    barrel: [0, 1.5]
+    endcap: [1.5, 2.4]
+  ids:
+    default:
       cuts:
         inclusive:
           - "abs({eta}) < 2.4"
-          - "{pt} > 20"
+          - "{hwQual}==3"