diff --git a/validphys2/src/validphys/results.py b/validphys2/src/validphys/results.py
index d989da6caa..cab3c6966a 100644
--- a/validphys2/src/validphys/results.py
+++ b/validphys2/src/validphys/results.py
@@ -661,16 +661,15 @@ def predictions_by_kinematics_table(results, kinematics_table_notable):
     return tb
 
 groups_each_dataset_chi2 = collect("each_dataset_chi2", ("group_dataset_inputs_by_metadata",))
+groups_chi2_by_process = collect("dataset_inputs_abs_chi2_data", ("group_dataset_inputs_by_process",))
+groups_each_dataset_chi2_by_process = collect("each_dataset_chi2", ("group_dataset_inputs_by_process",))
 
 @table
 def groups_chi2_table(groups_data, pdf, groups_chi2, groups_each_dataset_chi2):
     """Return a table with the chi² to the groups and each dataset in
-    the groups."""
+    the groups, grouped by metadata."""
     records = []
     for group, groupres, dsresults in zip(groups_data, groups_chi2, groups_each_dataset_chi2):
-        stats = chi2_stats(groupres)
-        stats["group"] = group.name
-        records.append(stats)
         for dataset, dsres in zip(group, dsresults):
             stats = chi2_stats(dsres)
             stats["group"] = dataset.name
@@ -678,14 +677,24 @@ def groups_chi2_table(groups_data, pdf, groups_chi2, groups_each_dataset_chi2):
     return pd.DataFrame(records)
 
 
-@table
-def procs_chi2_table(procs_data, pdf, procs_chi2, each_dataset_chi2):
-    return groups_chi2_table(procs_data, pdf, procs_chi2, each_dataset_chi2)
-    
 experiments_chi2_table = collect(
     "groups_chi2_table", ("group_dataset_inputs_by_experiment",)
 )
 
+@table
+def procs_chi2_table(
+    procs_data, pdf, groups_chi2_by_process, groups_each_dataset_chi2_by_process
+):
+    """Same as groups_chi2_table but by process"""
+    return groups_chi2_table(
+        procs_data,
+        pdf,
+        groups_chi2_by_process,
+        groups_each_dataset_chi2_by_process,
+    )
+
+#procs_chi2_table = collect("groups_chi2_table", ("group_dataset_inputs_by_process",))
+
 @check_cuts_considered
 @table
 def closure_shifts(experiments_index, fit, use_cuts, experiments):
diff --git a/validphys2/src/validphys/theorycovariance/output.py b/validphys2/src/validphys/theorycovariance/output.py
index b2765febac..f631b215fa 100644
--- a/validphys2/src/validphys/theorycovariance/output.py
+++ b/validphys2/src/validphys/theorycovariance/output.py
@@ -16,27 +16,38 @@
 
 from reportengine.figure import figure
 from reportengine.table import table
+from reportengine import collect
 
 from validphys import plotutils
 from validphys.results import groups_chi2_table
 
 log = logging.getLogger(__name__)
 
+abs_chi2_data_theory_dataset_by_process = collect(
+    "abs_chi2_data_theory_dataset", ("group_dataset_inputs_by_process",)
+)
+
 
 @table
 def procs_chi2_table_theory(
-    procs_data, pdf, abs_chi2_data_theory_proc, abs_chi2_data_theory_dataset
+    procs_data, pdf, abs_chi2_data_theory_proc, abs_chi2_data_theory_dataset_by_process
 ):
     """Same as groups_chi2_table but including theory covariance matrix.
     Note: we use groups_chi2_table here but provide data grouped by process."""
     return groups_chi2_table(
-        procs_data, pdf, abs_chi2_data_theory_proc, abs_chi2_data_theory_dataset
+        procs_data,
+        pdf,
+        abs_chi2_data_theory_proc,
+        abs_chi2_data_theory_dataset_by_process,
     )
 
 
 @table
 def procs_chi2_table_diagtheory(
-    procs_data, pdf, abs_chi2_data_diagtheory_proc, abs_chi2_data_diagtheory_dataset
+    procs_data,
+    pdf,
+    abs_chi2_data_diagtheory_proc,
+    abs_chi2_data_theory_dataset_by_process,
 ):
     """Same as groups_chi2_table but including diagonal theory covariance matrix.
     Note: we use groups_chi2_table here but provide data grouped by process."""
@@ -44,7 +55,7 @@ def procs_chi2_table_diagtheory(
         procs_data,
         pdf,
         abs_chi2_data_diagtheory_proc,
-        abs_chi2_data_diagtheory_dataset,
+        abs_chi2_data_theory_dataset_by_process,
     )