diff --git a/exla/lib/exla/mlir/value.ex b/exla/lib/exla/mlir/value.ex
index 06b14fd099..10b9c95f52 100644
--- a/exla/lib/exla/mlir/value.ex
+++ b/exla/lib/exla/mlir/value.ex
@@ -64,15 +64,20 @@ defmodule EXLA.MLIR.Value do
     %{type: rhs_type} = get_typespec(rhs)
 
     comparison_type =
-      if Nx.Type.float?(lhs_type) or Nx.Type.float?(rhs_type) do
-        attr_comparison_type(:totalorder)
-      else
-        attr_comparison_type(:notype)
+      cond do
+        Nx.Type.complex?(lhs_type) or Nx.Type.complex?(rhs_type) ->
+          attr_comparison_type(:float)
+
+        Nx.Type.float?(lhs_type) or Nx.Type.float?(rhs_type) ->
+          attr_comparison_type(:float)
+
+        true ->
+          attr_comparison_type(:notype)
       end
 
     attributes = [
       comparison_direction: attr_comparison_direction(direction),
-      comparison_type: comparison_type
+      compare_type: comparison_type
     ]
 
     result_types = typespecs_to_mlir_types([Typespec.to_type(typespec, {:pred, 8})])
@@ -929,7 +934,7 @@ defmodule EXLA.MLIR.Value do
   defp attr_comparison_direction(value) when value in [:eq, :lt, :le, :gt, :ge, :ne],
     do: attr_enum("stablehlo", "comparison_direction", value)
 
-  defp attr_comparison_type(value) when value in [:totalorder, :notype],
+  defp attr_comparison_type(value) when value in [:float, :totalorder, :notype],
     do: attr_enum("stablehlo", "comparison_type", value)
 
   defp attr_precision(value) when value in [:default, :high, :highest],