diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 6d8338c..a8bd436 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -12,7 +12,7 @@ jobs:
       - uses: actions/checkout@v5
       - uses: pdm-project/setup-pdm@v4
         with:
-          python-version: '3.13'
+          python-version: '3.14'
           cache: true
           cache-dependency-path: 'pylock.toml'
       - name: Install check dependencies
@@ -36,3 +36,12 @@ jobs:
         run: pdm install --group test
       - name: Run tests
         run: pdm run test
+      - name: Run benchmarks
+        run: pdm run benchmark --benchmark-save '${{ matrix.python-version }}-${{ github.sha }}'
+      - name: Upload benchmark results
+        uses: actions/upload-artifact@v4
+        with:
+          name: 'benchmarks-${{ matrix.python-version }}-${{ github.sha }}'
+          path: '.benchmarks/*/*.json'
+          include-hidden-files: true
+          retention-days: 1
diff --git a/.gitignore b/.gitignore
index 7e1c826..c9511b7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -40,6 +40,7 @@ coverage.xml
 .hypothesis/
 .pytest_cache/
 cover/
+.benchmarks/
 
 # pdm
 # Project moved to pylock.toml, ignore old lock file
diff --git a/pylock.toml b/pylock.toml
index b65711c..7da8eb6 100644
--- a/pylock.toml
+++ b/pylock.toml
@@ -80,11 +80,11 @@ dependencies = []
 
 [[packages]]
 name = "tomlkit"
-version = "0.13.3"
-requires-python = ">=3.8"
-sdist = {name = "tomlkit-0.13.3.tar.gz", url = "https://files.pythonhosted.org/packages/cc/18/0bbf3884e9eaa38819ebe46a7bd25dcd56b67434402b66a58c4b8e552575/tomlkit-0.13.3.tar.gz", hashes = {sha256 = "430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1"}}
+version = "0.14.0"
+requires-python = ">=3.9"
+sdist = {name = "tomlkit-0.14.0.tar.gz", url = "https://files.pythonhosted.org/packages/c3/af/14b24e41977adb296d6bd1fb59402cf7d60ce364f90c890bd2ec65c43b5a/tomlkit-0.14.0.tar.gz", hashes = {sha256 = "cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064"}}
 wheels = [
-    {name = "tomlkit-0.13.3-py3-none-any.whl",url = "https://files.pythonhosted.org/packages/bd/75/8539d011f6be8e29f339c42e633aae3cb73bffa95dd0f9adec09b9c58e85/tomlkit-0.13.3-py3-none-any.whl",hashes = {sha256 = "c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0"}},
+    {name = "tomlkit-0.14.0-py3-none-any.whl",url = "https://files.pythonhosted.org/packages/b5/11/87d6d29fb5d237229d67973a6c9e06e048f01cf4994dee194ab0ea841814/tomlkit-0.14.0-py3-none-any.whl",hashes = {sha256 = "592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680"}},
 ]
 marker = "\"default\" in dependency_groups"
 
@@ -93,101 +93,101 @@ dependencies = []
 
 [[packages]]
 name = "coverage"
-version = "7.10.7"
-requires-python = ">=3.9"
-sdist = {name = "coverage-7.10.7.tar.gz", url = "https://files.pythonhosted.org/packages/51/26/d22c300112504f5f9a9fd2297ce33c35f3d353e4aeb987c8419453b2a7c2/coverage-7.10.7.tar.gz", hashes = {sha256 = "f4ab143ab113be368a3e9b795f9cd7906c5ef407d6173fe9675a902e1fffc239"}}
+version = "7.13.1"
+requires-python = ">=3.10"
+sdist = {name = "coverage-7.13.1.tar.gz", url = "https://files.pythonhosted.org/packages/23/f9/e92df5e07f3fc8d4c7f9a0f146ef75446bf870351cd37b788cf5897f8079/coverage-7.13.1.tar.gz", hashes = {sha256 = "b7593fe7eb5feaa3fbb461ac79aac9f9fc0387a5ca8080b0c6fe2ca27b091afd"}}
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 marker = "\"test\" in dependency_groups"
 
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 marker = "\"check\" in dependency_groups"
 
@@ -240,15 +240,16 @@ dependencies = [
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+    {name = "librt-0.7.8-cp310-cp310-win_amd64.whl",url = "https://files.pythonhosted.org/packages/fe/91/c4202779366bc19f871b4ad25db10fcfa1e313c7893feb942f32668e8597/librt-0.7.8-cp310-cp310-win_amd64.whl",hashes = {sha256 = "d6f254d096d84156a46a84861183c183d30734e52383602443292644d895047c"}},
+]
+marker = "platform_python_implementation != \"PyPy\" and \"check\" in dependency_groups"
+
+[packages.tool.pdm]
+dependencies = []
+
 [[packages]]
 name = "mypy-extensions"
 version = "1.1.0"
@@ -444,11 +553,11 @@ dependencies = []
 
 [[packages]]
 name = "pathspec"
-version = "0.12.1"
-requires-python = ">=3.8"
-sdist = {name = "pathspec-0.12.1.tar.gz", url = "https://files.pythonhosted.org/packages/ca/bc/f35b8446f4531a7cb215605d100cd88b7ac6f44ab3fc94870c120ab3adbf/pathspec-0.12.1.tar.gz", hashes = {sha256 = "a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"}}
+version = "1.0.3"
+requires-python = ">=3.9"
+sdist = {name = "pathspec-1.0.3.tar.gz", url = "https://files.pythonhosted.org/packages/4c/b2/bb8e495d5262bfec41ab5cb18f522f1012933347fb5d9e62452d446baca2/pathspec-1.0.3.tar.gz", hashes = {sha256 = "bac5cf97ae2c2876e2d25ebb15078eb04d76e4b98921ee31c6f85ade8b59444d"}}
 wheels = [
-    {name = "pathspec-0.12.1-py3-none-any.whl",url = "https://files.pythonhosted.org/packages/cc/20/ff623b09d963f88bfde16306a54e12ee5ea43e9b597108672ff3a408aad6/pathspec-0.12.1-py3-none-any.whl",hashes = {sha256 = "a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"}},
+    {name = "pathspec-1.0.3-py3-none-any.whl",url = "https://files.pythonhosted.org/packages/32/2b/121e912bd60eebd623f873fd090de0e84f322972ab25a7f9044c056804ed/pathspec-1.0.3-py3-none-any.whl",hashes = {sha256 = "e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c"}},
 ]
 marker = "\"check\" in dependency_groups"
 
@@ -468,8 +577,20 @@ marker = "\"test\" in dependency_groups"
 [packages.tool.pdm]
 dependencies = []
 
+[[packages]]
+name = "py-cpuinfo"
+version = "9.0.0"
+sdist = {name = "py-cpuinfo-9.0.0.tar.gz", url = "https://files.pythonhosted.org/packages/37/a8/d832f7293ebb21690860d2e01d8115e5ff6f2ae8bbdc953f0eb0fa4bd2c7/py-cpuinfo-9.0.0.tar.gz", hashes = {sha256 = "3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690"}}
+wheels = [
+    {name = "py_cpuinfo-9.0.0-py3-none-any.whl",url = "https://files.pythonhosted.org/packages/e0/a9/023730ba63db1e494a271cb018dcd361bd2c917ba7004c3e49d5daf795a2/py_cpuinfo-9.0.0-py3-none-any.whl",hashes = {sha256 = "859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5"}},
+]
+marker = "\"test\" in dependency_groups"
+
+[packages.tool.pdm]
+dependencies = []
+
 [tool.pdm]
-hashes = {sha256 = "d71c180cfd88a308c05cf601b0c454ddf618ec192b21e69864bdf197845dc2be"}
+hashes = {sha256 = "4d844899bab0d12815b3587bacd58900cc01d8718caf0ba2d0274e0803136606"}
 strategy = ["inherit_metadata", "static_urls"]
 
 [[tool.pdm.targets]]
diff --git a/pyproject.toml b/pyproject.toml
index 89627ca..5a904e3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,15 +43,17 @@ check = [
 test = [
     "coverage",
     "pytest",
+    "pytest-benchmark",
 ]
 
 [tool.pdm.scripts]
 all = {composite = ["check", "test"]}
+benchmark = "pdm run test --benchmark-only --benchmark-autosave tests/"
 check = {composite = ["check-lock", "format", "lint", "type-check"]}
 check-lock = "pdm lock --check"
 format = "ruff format --diff confidence/ tests/"
 lint = "ruff check confidence/ tests/"
-test = "coverage run --branch --source confidence --module pytest --strict-markers tests/"
+test = "coverage run --branch --source confidence --module pytest --strict-markers --benchmark-skip tests/"
 type-check = "mypy confidence/"
 update-lock = "pdm lock --group :all"
 
diff --git a/tests/test_benchmarks.py b/tests/test_benchmarks.py
new file mode 100644
index 0000000..159f44b
--- /dev/null
+++ b/tests/test_benchmarks.py
@@ -0,0 +1,118 @@
+import string
+from itertools import pairwise
+
+from confidence import Configuration
+
+
+def _two_layer_dict(items):
+    return {item: {item: 42} for item in items}
+
+
+def _matrix_dict(items):
+    matrix = dict.fromkeys(items, 42)
+    for _ in range(len(matrix) - 1):
+        matrix = dict.fromkeys(items, matrix)
+
+    return matrix
+
+
+def test_benchmark_init_no_overlap(benchmark):
+    a = _two_layer_dict(string.ascii_lowercase)
+    b = _two_layer_dict(string.ascii_uppercase)
+
+    assert benchmark(Configuration, a, b) == a | b
+
+
+def test_benchmark_init_partial_overlap(benchmark):
+    a = _two_layer_dict(string.ascii_letters)
+    b = _two_layer_dict(string.ascii_lowercase)
+
+    assert benchmark(Configuration, a, b) == a
+
+
+def test_benchmark_init_full_overlap(benchmark):
+    a = _two_layer_dict(string.ascii_letters)
+    b = _two_layer_dict(string.ascii_letters)
+
+    assert benchmark(Configuration, a, b) == a == b
+
+
+def test_benchmark_get(benchmark):
+    def get_diagonals(config, steps):
+        a = b = config
+        for step in steps:
+            a = a.get(step)
+        for step in reversed(steps):
+            b = b.get(step)
+
+        return a, b
+
+    letters = 'abcdef'
+    assert benchmark(get_diagonals, Configuration(_matrix_dict(letters)), letters) == (42, 42)
+
+
+def test_benchmark_get_dotted(benchmark):
+    def get_diagonals(config, steps):
+        return config.get('.'.join(steps)), config.get('.'.join(reversed(steps)))
+
+    letters = 'abcdef'
+    assert benchmark(get_diagonals, Configuration(_matrix_dict(letters)), letters) == (42, 42)
+
+
+def test_benchmark_getitem(benchmark):
+    def get_diagonals(config, steps):
+        a = b = config
+        for step in steps:
+            a = a[step]
+        for step in reversed(steps):
+            b = b[step]
+
+        return a, b
+
+    letters = 'abcdef'
+    assert benchmark(get_diagonals, Configuration(_matrix_dict(letters)), letters) == (42, 42)
+
+
+def test_benchmark_getitem_dotted(benchmark):
+    def get_diagonals(config, steps):
+        return config['.'.join(steps)], config['.'.join(reversed(steps))]
+
+    letters = 'abcdef'
+    assert benchmark(get_diagonals, Configuration(_matrix_dict(letters)), letters) == (42, 42)
+
+
+def test_benchmark_getattr(benchmark):
+    def get_diagonals(config):
+        return config.a.b.c.d.e.f, config.f.e.d.c.b.a
+
+    letters = 'abcdef'
+    assert benchmark(get_diagonals, Configuration(_matrix_dict(letters))) == (42, 42)
+
+
+def test_benchmark_spread_kwargs(benchmark):
+    def sum_ab(a, b, **_):
+        return a + b
+
+    def spread_kwargs(config):
+        return sum_ab(**config)
+
+    assert benchmark(spread_kwargs, Configuration({'a': 21, 'b': 21, 'c': 21, 'd': 21})) == 42
+
+
+def test_benchmark_splat_args(benchmark):
+    def sum_ab(a, b, *_):
+        return a + b
+
+    def splat_args(config):
+        return sum_ab(*config.sequence)
+
+    assert benchmark(splat_args, Configuration({'sequence': [21, 21, 21, -21]})) == 42
+
+
+def test_benchmark_reference_chain(benchmark):
+    def resolve_reference(config):
+        return config.reference
+
+    # create a reference chain from a → f, add f: 42 at the end
+    source = {left: f'${{{right}}}' for left, right in pairwise('abcdef')} | {'f': 42}
+    assert benchmark(resolve_reference, Configuration(source, {'reference': '${a}'})) == 42