diff --git a/examples/impute/plot_iterative_imputer_variants_comparison.py b/examples/impute/plot_iterative_imputer_variants_comparison.py
index 06fab08c381f2..460b1c802cae1 100644
--- a/examples/impute/plot_iterative_imputer_variants_comparison.py
+++ b/examples/impute/plot_iterative_imputer_variants_comparison.py
@@ -105,7 +105,7 @@
 score_iterative_imputer = pd.DataFrame()
 for impute_estimator in estimators:
     estimator = make_pipeline(
-        IterativeImputer(random_state=0, estimator=impute_estimator),
+        IterativeImputer(random_state=0, estimator=impute_estimator, tol=1),
         br_estimator
     )
     score_iterative_imputer[impute_estimator.__class__.__name__] = \