diff --git a/benchmark/tabular/model.py b/benchmark/tabular/model.py
index c1decf7f7..f363ae972 100644
--- a/benchmark/tabular/model.py
+++ b/benchmark/tabular/model.py
@@ -404,12 +404,14 @@ class SDMKumoTabularSmallModel(SDMKumoTabularModel):
     ag_key = "SDM-KUMO-TABULAR-SMALL"
     ag_name = "SDMKumoTabularSmall"
     size = "small"
+    default_num_estimators = 8
 
 
 class SDMKumoTabularMediumModel(SDMKumoTabularModel):
     ag_key = "SDM-KUMO-TABULAR-MEDIUM"
     ag_name = "SDMKumoTabularMedium"
     size = "medium"
+    default_num_estimators = 8
 
 
 class SDMKumoTabularLargeModel(SDMKumoTabularModel):
diff --git a/benchmark/tabular/scoringbench/models.py b/benchmark/tabular/scoringbench/models.py
index a3b00be0d..98c932191 100644
--- a/benchmark/tabular/scoringbench/models.py
+++ b/benchmark/tabular/scoringbench/models.py
@@ -56,14 +56,14 @@ def _create_kumo_tabular(
         method="sdm_kumo_tabular_small",
         factory=partial(_create_kumo_tabular, size="small"),
         autocast_dtype=torch.float16,
-        num_estimators=16,
+        num_estimators=8,
     ),
     "kumo-tabular-medium": ModelConfig(
         name="KumoTabular-Medium",
         method="sdm_kumo_tabular_medium",
         factory=partial(_create_kumo_tabular, size="medium"),
         autocast_dtype=torch.float16,
-        num_estimators=16,
+        num_estimators=8,
     ),
     "kumo-tabular-large": ModelConfig(
         name="KumoTabular-Large",
diff --git a/benchmark/tabular/talent/models.py b/benchmark/tabular/talent/models.py
index 94ab858f7..35350a763 100644
--- a/benchmark/tabular/talent/models.py
+++ b/benchmark/tabular/talent/models.py
@@ -86,14 +86,14 @@ def _create_tabfm(
     "kumo-tabular-small": ModelConfig(
         name="KumoTabular-Small",
         factory=partial(_create_kumo_tabular, size="small"),
-        num_estimators=16,
+        num_estimators=8,
         autocast_dtype=torch.float16,
         max_classes=10,
     ),
     "kumo-tabular-medium": ModelConfig(
         name="KumoTabular-Medium",
         factory=partial(_create_kumo_tabular, size="medium"),
-        num_estimators=16,
+        num_estimators=8,
         autocast_dtype=torch.float16,
         max_classes=10,
     ),