diff --git a/pyproject.toml b/pyproject.toml
index 5ffa0bc..d78c51f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,7 +46,7 @@ Changelog = "https://github.com/ByteVeda/paperjam/blob/main/CHANGELOG.md"
 [project.optional-dependencies]
 pandas = ["pandas>=3.0.3"]
 dev = [
-    "pre-commit>=4.0",
+    "pre-commit>=4.6.0",
     "pytest>=8.0",
     "pytest-asyncio>=0.24",
     "pytest-benchmark>=4.0",