diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 6f67191c4a1..997f26652d6 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -37,10 +37,10 @@ repos:
     ]
 
 - repo: https://github.com/codespell-project/codespell
-  rev: v2.3.0
+  rev: v2.4.0
   hooks:
   - id: codespell
-    args: ["--toml", "pyproject.toml"]
+    args: ["--toml", "pyproject.toml", "--include-comments", "--include-docstrings"]
     additional_dependencies: ["tomli"]
 
 # - repo: https://github.com/PyCQA/docformatter
diff --git a/doc/changelog.d/4496.dependencies.md b/doc/changelog.d/4496.dependencies.md
new file mode 100644
index 00000000000..0a48789caf6
--- /dev/null
+++ b/doc/changelog.d/4496.dependencies.md
@@ -0,0 +1 @@
+Update codespell check in pre-commit.
diff --git a/examples/00-fluent/DOE_ML.py b/examples/00-fluent/DOE_ML.py
index 95e4c34bbc3..9e93aec39b6 100644
--- a/examples/00-fluent/DOE_ML.py
+++ b/examples/00-fluent/DOE_ML.py
@@ -255,7 +255,7 @@ def display_scores(scores):
 
 
 def fit_and_predict(model):
-    """Fit abd predict."""
+    """Fit and predict."""
     cv = RepeatedKFold(n_splits=5, n_repeats=3, random_state=42)
     cv_scores = cross_val_score(
         model, X_train, y_train, scoring="neg_mean_squared_error", cv=cv