diff --git a/pyproject.toml b/pyproject.toml
index 6a8bb722e..c5233a0fd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ doc = [
     "pypandoc==1.8.1",
     "Sphinx==5.3.0",
     "sphinx-copybutton==0.5.1",
-    "sphinx-gallery==0.7.0",
+    "sphinx-gallery==0.12.1",
     "sphinxcontrib-images==0.9.4",
 ]
 build = [