diff --git a/lib/matplotlib/tests/baseline_images/test_axes/hexbin_linear.png b/lib/matplotlib/tests/baseline_images/test_axes/hexbin_linear.png
new file mode 100644
index 000000000000..824ea49b0599
Binary files /dev/null and b/lib/matplotlib/tests/baseline_images/test_axes/hexbin_linear.png differ
diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py
index 17477ee97109..f544d83bb03f 100644
--- a/lib/matplotlib/tests/test_axes.py
+++ b/lib/matplotlib/tests/test_axes.py
@@ -868,6 +868,19 @@ def test_hexbin_log():
plt.colorbar(h)
+@image_comparison(["hexbin_linear.png"], style="mpl20", remove_text=True)
+def test_hexbin_linear():
+ # Issue #21165
+ np.random.seed(19680801)
+ n = 100000
+ x = np.random.standard_normal(n)
+ y = 2.0 + 3.0 * x + 4.0 * np.random.standard_normal(n)
+
+ fig, ax = plt.subplots()
+ ax.hexbin(x, y, gridsize=(10, 5), marginals=True,
+ reduce_C_function=np.sum)
+
+
def test_hexbin_log_clim():
x, y = np.arange(200).reshape((2, 100))
fig, ax = plt.subplots()
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