diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 95cbc46..0998f29 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,7 +4,7 @@ default_language_version:
   python: "3.12"
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: check-merge-conflict
       - id: check-added-large-files
@@ -19,24 +19,24 @@ repos:
       - id: end-of-file-fixer
         exclude_types: [diff]
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.11.8
+    rev: v0.16.2
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
       - id: ruff-format
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.4.1
+    rev: v2.4.3
     hooks:
       - id: codespell
         types_or: [python, rst, markdown]
         args: ["--ignore-words=.codespell-ignore"]
   - repo: https://github.com/MarcoGorelli/cython-lint
-    rev: v0.16.6
+    rev: v0.21.0
     hooks:
       - id: cython-lint
       - id: double-quote-cython-strings
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.15.0
+    rev: v2.3.0
     hooks:
       - id: mypy
         args: [--config, ./mypy.ini]