diff --git a/.copier-answers.yml b/.copier-answers.yml
index e1a99be..4e35ff0 100644
--- a/.copier-answers.yml
+++ b/.copier-answers.yml
@@ -6,7 +6,7 @@ author_email: noreply@quantco.com
 author_name: QuantCo, Inc.
 github_url: https://github.com/quantco/multiregex
 github_user: pavelzw
-minimal_python_version: py39
+minimal_python_version: py311
 project_short_description: Quickly match many regexes against a string. Provides 2-10x
     speedups over naïve regex matching.
 project_slug: multiregex
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b0ca7c8..20b01af 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -34,8 +34,6 @@ jobs:
       fail-fast: false
       matrix:
         environment:
-          - py39
-          - py310
           - py311
           - py312
           - py313
diff --git a/multiregex/__init__.py b/multiregex/__init__.py
index 28a5b27..b0c7f8c 100644
--- a/multiregex/__init__.py
+++ b/multiregex/__init__.py
@@ -32,12 +32,7 @@
     import sre_parse
 from collections.abc import Iterable
 from re import Pattern
-from typing import (
-    Optional,
-    TypeVar,
-    Union,
-    cast,
-)
+from typing import TypeVar, cast
 
 import ahocorasick
 
@@ -49,7 +44,7 @@
 
 
 V = TypeVar("V")
-PatternOrStr = Union[Pattern, str]
+PatternOrStr = Pattern | str
 Prematchers = set[str]
 FalsePositivesCounter = dict[str, int]
 
@@ -61,9 +56,7 @@ class AhocorasickError(Exception):
 class RegexMatcher:
     def __init__(
         self,
-        patterns: Iterable[
-            Union[PatternOrStr, tuple[PatternOrStr, Optional[Iterable[str]]]]
-        ],
+        patterns: Iterable[PatternOrStr | tuple[PatternOrStr, Iterable[str] | None]],
         count_prematcher_false_positives=False,
     ):
         """
@@ -228,7 +221,7 @@ def get_prematcher_false_positives(
             key=lambda x: -x[1]["false_positives"],
         )
 
-    def format_prematcher_false_positives(self, worst_n: Optional[int] = None) -> str:
+    def format_prematcher_false_positives(self, worst_n: int | None = None) -> str:
         output = [
             "FP count | FP rate | Pattern / Prematchers",
             "---------+---------+----------------------",
diff --git a/pixi.lock b/pixi.lock
index be6dae0..3283be4 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,34 +1,76 @@
-version: 6
+version: 7
+platforms:
+- name: linux-64
+  virtual-packages:
+  - __unix=0=0
+  - __linux=4.18
+  - __glibc=2.28
+  - __archspec=0=x86_64
+- name: osx-64
+  virtual-packages:
+  - __unix=0=0
+  - __osx=13.0
+  - __archspec=0=x86_64
+- name: osx-arm64
+  virtual-packages:
+  - __unix=0=0
+  - __osx=13.0
+  - __archspec=0=m1
+- name: win-64
+  virtual-packages:
+  - __win=10.0
+  - __archspec=0=x86_64
 environments:
   build:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py314h3de4e8d_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-2.0.0-py314h4a8dc5f_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cmarkgfm-2024.11.20-py314h5bd0f2a_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cryptography-46.0.4-py314h7fe84b3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/dbus-1.16.2-h24cb091_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45-default_hbd61a6d_105.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.3-hecca717_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-he0feb66_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglib-2.86.3-h6548e54_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-he0feb66_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.18-h3b78370_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.2-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libmpdec-4.0.0-hb03c661_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.2-hf4e2dac_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h934c35e_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.3-h5347b49_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/nh3-0.3.2-py310h6de7dc8_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pcre2-10.47-haa7fec5_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyahocorasick-2.3.0-py314h5bd0f2a_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.2-h32b2ec7_101_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/secretstorage-3.4.1-py314hdafbbf9_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports-1.0-pyhd8ed1ab_5.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports.tarfile-1.2.0-pyhcf101f3_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py314h3de4e8d_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.1.4-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-2.0.0-py314h4a8dc5f_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/cmarkgfm-2024.11.20-py314h5bd0f2a_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.14.2-py314hd8ed1ab_101.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/cryptography-46.0.4-py314h7fe84b3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/dbus-1.16.2-h24cb091_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/docutils-0.22.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/h2-4.3.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/hpack-4.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/id-1.6.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.11-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.7.0-pyhe01879c_1.conda
@@ -38,47 +80,25 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/jaraco.functools-4.4.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jeepney-0.9.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/keyring-25.7.0-pyha804496_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45-default_hbd61a6d_105.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.3-hecca717_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-he0feb66_16.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglib-2.86.3-h6548e54_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-he0feb66_16.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.18-h3b78370_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.2-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libmpdec-4.0.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.2-hf4e2dac_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h934c35e_16.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.3-h5347b49_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-4.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/more-itertools-10.8.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/nh3-0.3.2-py310h6de7dc8_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pcre2-10.47-haa7fec5_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pip-26.0-pyh145f28c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyahocorasick-2.3.0-py314h5bd0f2a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pycparser-2.22-pyh29332c3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pygments-2.19.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pyproject_hooks-1.2.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyha55dd90_7.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.2-h32b2ec7_101_cp314.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python-build-1.4.0-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python-gil-3.14.2-h4df99d1_101.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/readme_renderer-44.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/requests-toolbelt-1.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rfc3986-2.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rich-14.3.2-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/secretstorage-3.4.1-py314hdafbbf9_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.10.2-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-scm-9.2.2-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.4.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/twine-6.2.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.15.0-h396c80c_0.conda
@@ -87,19 +107,14 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/wheel-0.46.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports-1.0-pyhd8ed1ab_5.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports.tarfile-1.2.0-pyhcf101f3_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/brotli-python-1.2.0-py314h3262eb8_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/bzip2-1.0.8-h500dc9f_8.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.1.4-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/cffi-2.0.0-py314h8ca4d5a_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/cmarkgfm-2024.11.20-py314h03d016b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.14.2-py314hd8ed1ab_101.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/docutils-0.22.4-pyhd8ed1ab_0.conda
@@ -114,31 +129,18 @@ environments:
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-      - conda: https://conda.anaconda.org/conda-forge/osx-64/libcxx-21.1.8-h3d58e20_1.conda
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-      - conda: https://conda.anaconda.org/conda-forge/osx-64/libmpdec-4.0.0-hf3981d6_1.conda
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+  - liblapack  3.11.0   5*_openblas
+  - libcblas   3.11.0   5*_openblas
+  - blas 2.305   openblas
+  - liblapacke 3.11.0   5*_openblas
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+  - liblapack  3.11.0   5*_openblas
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-  - python_abi 3.14.* *_cp314
+  - libgcc >=15.2.0
   constrains:
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-  - python >=3.10
-  - python
-  license: MIT
-  license_family: MIT
-  size: 11029
-  timestamp: 1767727736121
-- conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.6.3-pyhd8ed1ab_0.conda
-  sha256: af641ca7ab0c64525a96fd9ad3081b0f5bcf5d1cbb091afb3f6ed5a9eee6111a
-  md5: 9272daa869e03efe68833e3dc7a02130
-  depends:
-  - backports.zstd >=1.0.0
-  - brotli-python >=1.2.0
-  - h2 >=4,<5
-  - pysocks >=1.5.6,<2.0,!=1.5.7
-  - python >=3.10
-  license: MIT
-  license_family: MIT
-  size: 103172
-  timestamp: 1767817860341
 - conda: https://conda.anaconda.org/conda-forge/win-64/vc-14.3-h41ae7f8_34.conda
   sha256: 9dc40c2610a6e6727d635c62cced5ef30b7b30123f5ef67d6139e23d21744b3a
   md5: 1e610f2416b6acdd231c5f573d754a0f
@@ -6754,75 +5720,6 @@ packages:
   license_family: Proprietary
   size: 115235
   timestamp: 1767320173250
-- conda: https://conda.anaconda.org/conda-forge/noarch/virtualenv-20.36.1-pyhd8ed1ab_0.conda
-  sha256: fa0a21fdcd0a8e6cf64cc8cd349ed6ceb373f09854fd3c4365f0bc4586dccf9a
-  md5: 6b0259cea8ffa6b66b35bae0ca01c447
-  depends:
-  - distlib >=0.3.7,<1
-  - filelock >=3.20.1,<4
-  - platformdirs >=3.9.1,<5
-  - python >=3.10
-  - typing_extensions >=4.13.2
-  license: MIT
-  license_family: MIT
-  size: 4404318
-  timestamp: 1768069793682
-- conda: https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_1.conda
-  sha256: 1b34021e815ff89a4d902d879c3bd2040bc1bd6169b32e9427497fa05c55f1ce
-  md5: 75cb7132eb58d97896e173ef12ac9986
-  depends:
-  - python >=3.9
-  license: MIT
-  license_family: MIT
-  size: 62931
-  timestamp: 1733130309598
-- conda: https://conda.anaconda.org/conda-forge/noarch/wheel-0.46.3-pyhd8ed1ab_0.conda
-  sha256: d6cf2f0ebd5e09120c28ecba450556ce553752652d91795442f0e70f837126ae
-  md5: bdbd7385b4a67025ac2dba4ef8cb6a8f
-  depends:
-  - packaging >=24.0
-  - python >=3.10
-  license: MIT
-  license_family: MIT
-  size: 31858
-  timestamp: 1769139207397
-- conda: https://conda.anaconda.org/conda-forge/noarch/win_inet_pton-1.1.0-pyh7428d3b_8.conda
-  sha256: 93807369ab91f230cf9e6e2a237eaa812492fe00face5b38068735858fba954f
-  md5: 46e441ba871f524e2b067929da3051c2
-  depends:
-  - __win
-  - python >=3.9
-  license: LicenseRef-Public-Domain
-  size: 9555
-  timestamp: 1733130678956
-- conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
-  sha256: 6d9ea2f731e284e9316d95fa61869fe7bbba33df7929f82693c121022810f4ad
-  md5: a77f85f77be52ff59391544bfe73390a
-  depends:
-  - libgcc >=14
-  - __glibc >=2.17,<3.0.a0
-  license: MIT
-  license_family: MIT
-  size: 85189
-  timestamp: 1753484064210
-- conda: https://conda.anaconda.org/conda-forge/osx-64/yaml-0.2.5-h4132b18_3.conda
-  sha256: a335161bfa57b64e6794c3c354e7d49449b28b8d8a7c4ed02bf04c3f009953f9
-  md5: a645bb90997d3fc2aea0adf6517059bd
-  depends:
-  - __osx >=10.13
-  license: MIT
-  license_family: MIT
-  size: 79419
-  timestamp: 1753484072608
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/yaml-0.2.5-h925e9cb_3.conda
-  sha256: b03433b13d89f5567e828ea9f1a7d5c5d697bf374c28a4168d71e9464f5dafac
-  md5: 78a0fe9e9c50d2c381e8ee47e3ea437d
-  depends:
-  - __osx >=11.0
-  license: MIT
-  license_family: MIT
-  size: 83386
-  timestamp: 1753484079473
 - conda: https://conda.anaconda.org/conda-forge/win-64/yaml-0.2.5-h6a83c73_3.conda
   sha256: 80ee68c1e7683a35295232ea79bcc87279d31ffeda04a1665efdb43cbd50a309
   md5: 433699cba6602098ae8957a323da2664
@@ -6837,55 +5734,6 @@ packages:
   license_family: MIT
   size: 63944
   timestamp: 1753484092156
-- conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
-  sha256: b4533f7d9efc976511a73ef7d4a2473406d7f4c750884be8e8620b0ce70f4dae
-  md5: 30cd29cb87d819caead4d55184c1d115
-  depends:
-  - python >=3.10
-  - python
-  license: MIT
-  license_family: MIT
-  size: 24194
-  timestamp: 1764460141901
-- conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhd8ed1ab_0.conda
-  sha256: 7560d21e1b021fd40b65bfb72f67945a3fcb83d78ad7ccf37b8b3165ec3b68ad
-  md5: df5e78d904988eb55042c0c97446079f
-  depends:
-  - python >=3.9
-  license: MIT
-  license_family: MIT
-  size: 22963
-  timestamp: 1749421737203
-- conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
-  sha256: 68f0206ca6e98fea941e5717cec780ed2873ffabc0e1ed34428c061e2c6268c7
-  md5: 4a13eeac0b5c8e5b8ab496e6c4ddd829
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - libzlib >=1.3.1,<2.0a0
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 601375
-  timestamp: 1764777111296
-- conda: https://conda.anaconda.org/conda-forge/osx-64/zstd-1.5.7-h3eecb57_6.conda
-  sha256: 47101a4055a70a4876ffc87b750ab2287b67eca793f21c8224be5e1ee6394d3f
-  md5: 727109b184d680772e3122f40136d5ca
-  depends:
-  - __osx >=10.13
-  - libzlib >=1.3.1,<2.0a0
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 528148
-  timestamp: 1764777156963
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
-  sha256: 9485ba49e8f47d2b597dd399e88f4802e100851b27c21d7525625b0b4025a5d9
-  md5: ab136e4c34e97f34fb621d2592a393d8
-  depends:
-  - __osx >=11.0
-  - libzlib >=1.3.1,<2.0a0
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 433413
-  timestamp: 1764777166076
 - conda: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.7-h534d264_6.conda
   sha256: 368d8628424966fd8f9c8018326a9c779e06913dd39e646cf331226acc90e5b2
   md5: 053b84beec00b71ea8ff7a4f84b55207
diff --git a/pixi.toml b/pixi.toml
index 9d3af01..2e17d9e 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -7,7 +7,7 @@ platforms = ["osx-arm64", "osx-64", "linux-64", "win-64"]
 postinstall = "pip install --no-build-isolation --no-deps --disable-pip-version-check -e ."
 
 [dependencies]
-python = ">=3.9"
+python = ">=3.11"
 pyahocorasick = "*"
 
 [host-dependencies]
@@ -44,10 +44,6 @@ typos = "*"
 pre-commit-install = "pre-commit install"
 pre-commit-run = "pre-commit run -a"
 
-[feature.py39.dependencies]
-python = "3.9.*"
-[feature.py310.dependencies]
-python = "3.10.*"
 [feature.py311.dependencies]
 python = "3.11.*"
 [feature.py312.dependencies]
@@ -57,8 +53,6 @@ python = "3.13.*"
 
 [environments]
 default = ["test"]
-py39 = ["py39", "test"]
-py310 = ["py310", "test"]
 py311 = ["py311", "test"]
 py312 = ["py312", "test"]
 py313 = ["py313", "test"]
diff --git a/pyproject.toml b/pyproject.toml
index 513d003..2690b95 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,13 +16,11 @@ dynamic = ["version"]
 maintainers = [{ name = "Bela Stoyan", email = "bela.stoyan@quantco.com" }]
 classifiers = [
   "Programming Language :: Python :: 3",
-  "Programming Language :: Python :: 3.9",
-  "Programming Language :: Python :: 3.10",
   "Programming Language :: Python :: 3.11",
   "Programming Language :: Python :: 3.12",
   "Programming Language :: Python :: 3.13",
 ]
-requires-python = ">=3.9"
+requires-python = ">=3.11"
 readme = "README.md"
 dependencies = ["pyahocorasick"]
 
@@ -62,7 +60,7 @@ quote-style = "double"
 indent-style = "space"
 
 [tool.mypy]
-python_version = '3.9'
+python_version = '3.11'
 no_implicit_optional = true
 check_untyped_defs = true
 allow_redefinition = true