diff --git a/pixi.lock b/pixi.lock
index 2375ccf90..cc8fd2282 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,5 +1,177 @@
 version: 6
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+  python_site_packages_path: lib/python3.14t/site-packages
 - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/python-3.10.19-h28be5d3_2_cpython.conda
   build_number: 2
   sha256: 9bdbc749cd9ee99ae4d72116aad5140e908fdf1215a417375f5e351f96372c77
@@ -16231,6 +16928,33 @@ packages:
   size: 33737136
   timestamp: 1761175607146
   python_site_packages_path: lib/python3.13/site-packages
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/python-3.14.1-hb06a95a_100_cp314.conda
+  build_number: 100
+  sha256: 482bc557d2a5b13a854a2fb8abdcfcef527640720fabdccb9421fa109e4cb4b8
+  md5: 440084d3af1aab4e196a4198988d3c24
+  depends:
+  - bzip2 >=1.0.8,<2.0a0
+  - ld_impl_linux-aarch64 >=2.36.1
+  - libexpat >=2.7.3,<3.0a0
+  - libffi >=3.5.2,<3.6.0a0
+  - libgcc >=14
+  - liblzma >=5.8.1,<6.0a0
+  - libmpdec >=4.0.0,<5.0a0
+  - libsqlite >=3.51.1,<4.0a0
+  - libuuid >=2.41.2,<3.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - ncurses >=6.5,<7.0a0
+  - openssl >=3.5.4,<4.0a0
+  - python_abi 3.14.* *_cp314
+  - readline >=8.2,<9.0a0
+  - tk >=8.6.13,<8.7.0a0
+  - tzdata
+  - zstd >=1.5.7,<1.6.0a0
+  license: Python-2.0
+  purls: []
+  size: 37149339
+  timestamp: 1764757159033
+  python_site_packages_path: lib/python3.14/site-packages
 - conda: https://conda.anaconda.org/conda-forge/win-64/python-3.10.19-hc20f281_2_cpython.conda
   build_number: 2
   sha256: 58c3066571c9c8ba62254dfa1cee696d053f9f78cd3a92c8032af58232610c32
@@ -16324,6 +17048,31 @@ packages:
   size: 16613183
   timestamp: 1761175050438
   python_site_packages_path: Lib/site-packages
+- conda: https://conda.anaconda.org/conda-forge/win-64/python-3.14.1-h4b44e0e_100_cp314.conda
+  build_number: 100
+  sha256: 21feeb6ee92abd17bf73e063dbcfe0b00ccb5e67f291379dee7183294413a01f
+  md5: 3d23736b5ad17ea24fcd4d6f23663f0d
+  depends:
+  - bzip2 >=1.0.8,<2.0a0
+  - libexpat >=2.7.3,<3.0a0
+  - libffi >=3.5.2,<3.6.0a0
+  - liblzma >=5.8.1,<6.0a0
+  - libmpdec >=4.0.0,<5.0a0
+  - libsqlite >=3.51.1,<4.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - openssl >=3.5.4,<4.0a0
+  - python_abi 3.14.* *_cp314
+  - tk >=8.6.13,<8.7.0a0
+  - tzdata
+  - ucrt >=10.0.20348.0
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  - zstd >=1.5.7,<1.6.0a0
+  license: Python-2.0
+  purls: []
+  size: 16934169
+  timestamp: 1764756783162
+  python_site_packages_path: Lib/site-packages
 - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.10-8_cp310.conda
   build_number: 8
   sha256: 7ad76fa396e4bde336872350124c0819032a9e8a0a40590744ff9527b54351c1
@@ -16368,6 +17117,28 @@ packages:
   purls: []
   size: 7002
   timestamp: 1752805902938
+- conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+  build_number: 8
+  sha256: ad6d2e9ac39751cc0529dd1566a26751a0bf2542adb0c232533d32e176e21db5
+  md5: 0539938c55b6b1a59b560e843ad864a4
+  constrains:
+  - python 3.14.* *_cp314
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 6989
+  timestamp: 1752805904792
+- conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314t.conda
+  build_number: 8
+  sha256: d9ed2538fba61265a330ee1b1afe99a4bb23ace706172b9464546c7e01259d63
+  md5: 3251796e09870c978e0f69fa05e38fb6
+  constrains:
+  - python 3.14.* *_cp314t
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 7020
+  timestamp: 1752805919426
 - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-2.8.0-cuda129_mkl_py312_had1c889_302.conda
   sha256: f589327e0cb5d8658c77df9c3f87e0798c2775485682c35b2bd6a0ea0b528ee7
   md5: ec360db89efeedc51c34c7b3473b55af
@@ -16701,6 +17472,20 @@ packages:
   - pkg:pypi/pyyaml?source=hash-mapping
   size: 198001
   timestamp: 1758891959168
+- conda: https://conda.anaconda.org/conda-forge/noarch/pyyaml-6.0.3-pyh7db6752_0.conda
+  sha256: 828af2fd7bb66afc9ab1c564c2046be391aaf66c0215f05afaf6d7a9a270fe2a
+  md5: b12f41c0d7fb5ab81709fcc86579688f
+  depends:
+  - python >=3.10.*
+  - yaml
+  track_features:
+  - pyyaml_no_compile
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/pyyaml?source=hash-mapping
+  size: 45223
+  timestamp: 1758891992558
 - conda: https://conda.anaconda.org/conda-forge/win-64/pyyaml-6.0.3-py310hdb0e946_0.conda
   sha256: a2f80973dae258443b33a07266de8b8a7c9bf91cda41d5a3a907ce9553d79b0b
   md5: c6c1bf08ce99a6f5dc7fdb155b088b26
@@ -17116,6 +17901,20 @@ packages:
   purls: []
   size: 154726
   timestamp: 1761756665176
+- conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_ha0e22de_103.conda
+  sha256: 1544760538a40bcd8ace2b1d8ebe3eb5807ac268641f8acdc18c69c5ebfeaf64
+  md5: 86bc20552bf46075e3d92b67f089172d
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - libzlib >=1.3.1,<2.0a0
+  constrains:
+  - xorg-libx11 >=1.8.12,<2.0a0
+  license: TCL
+  license_family: BSD
+  purls: []
+  size: 3284905
+  timestamp: 1763054914403
 - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda
   sha256: a84ff687119e6d8752346d1d408d5cf360dee0badd487a472aa8ddedfdc219e1
   md5: a0116df4f4ed05c303811a837d5b39d8
@@ -17128,6 +17927,19 @@ packages:
   purls: []
   size: 3285204
   timestamp: 1748387766691
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/tk-8.6.13-noxft_h561c983_103.conda
+  sha256: 154e73f6269f92ad5257aa2039278b083998fd19d371e150f307483fb93c07ae
+  md5: 631db4799bc2bfe4daccf80bb3cbc433
+  depends:
+  - libgcc >=13
+  - libzlib >=1.3.1,<2.0a0
+  constrains:
+  - xorg-libx11 >=1.8.12,<2.0a0
+  license: TCL
+  license_family: BSD
+  purls: []
+  size: 3333495
+  timestamp: 1763059192223
 - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/tk-8.6.13-noxft_h5688188_102.conda
   sha256: 46e10488e9254092c655257c18fcec0a9864043bdfbe935a9fbf4fb2028b8514
   md5: 2562c9bfd1de3f9c590f0fe53858d85c
@@ -17151,6 +17963,18 @@ packages:
   purls: []
   size: 3466348
   timestamp: 1748388121356
+- conda: https://conda.anaconda.org/conda-forge/win-64/tk-8.6.13-h2c6b04d_3.conda
+  sha256: 4581f4ffb432fefa1ac4f85c5682cc27014bcd66e7beaa0ee330e927a7858790
+  md5: 7cb36e506a7dba4817970f8adb6396f9
+  depends:
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
+  license: TCL
+  license_family: BSD
+  purls: []
+  size: 3472313
+  timestamp: 1763055164278
 - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.3.0-pyhcf101f3_0.conda
   sha256: cb77c660b646c00a48ef942a9e1721ee46e90230c7c570cdeb5a893b5cce9bff
   md5: d2732eb636c264dc9aa4cbee404b1a53
@@ -17384,6 +18208,22 @@ packages:
   - pkg:pypi/ukkonen?source=hash-mapping
   size: 15467
   timestamp: 1761594998269
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/ukkonen-1.0.1-py314hd7d8586_6.conda
+  sha256: 0e323578e0def2dda684dad27f619dadea6ffa7364641c0ff6610d10aa285464
+  md5: 64e3941607577d1fe2deb09f45a8c90d
+  depends:
+  - cffi
+  - libgcc >=14
+  - libstdcxx >=14
+  - python >=3.14,<3.15.0a0
+  - python >=3.14,<3.15.0a0 *_cp314
+  - python_abi 3.14.* *_cp314
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/ukkonen?source=hash-mapping
+  size: 15565
+  timestamp: 1761595014547
 - conda: https://conda.anaconda.org/conda-forge/win-64/ukkonen-1.0.1-py310he9f1925_6.conda
   sha256: 5b4c8f579f6aafd474b496ca4e524be3ec8c1b83d0f33b351839593cd12f86a1
   md5: 35bdbc98d853c769ca415812887d40ed
@@ -17448,6 +18288,22 @@ packages:
   - pkg:pypi/ukkonen?source=hash-mapping
   size: 18266
   timestamp: 1761595426854
+- conda: https://conda.anaconda.org/conda-forge/win-64/ukkonen-1.0.1-py314h909e829_6.conda
+  sha256: f65b3bf31d22ae37300ed2521352107be830e7c5ba805a4c93e2ce0e0f739078
+  md5: 8528e182a2d9b5d14f0072734a24a6b9
+  depends:
+  - cffi
+  - python >=3.14,<3.15.0a0
+  - python_abi 3.14.* *_cp314
+  - ucrt >=10.0.20348.0
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/ukkonen?source=hash-mapping
+  size: 18357
+  timestamp: 1761595080794
 - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.5.0-pyhd8ed1ab_0.conda
   sha256: 4fb9789154bd666ca74e428d973df81087a697dbb987775bc3198d2215f240f8
   md5: 436c165519e140cb08d246a4472a9d6a
@@ -17512,7 +18368,7 @@ packages:
   license: MIT
   license_family: MIT
   purls:
-  - pkg:pypi/virtualenv?source=hash-mapping
+  - pkg:pypi/virtualenv?source=compressed-mapping
   size: 4401341
   timestamp: 1761726489722
 - conda: https://conda.anaconda.org/conda-forge/win-64/vs2019_win-64-19.29.30139-h7dcff83_32.conda
@@ -17641,6 +18497,16 @@ packages:
   - pkg:pypi/zstandard?source=hash-mapping
   size: 380849
   timestamp: 1757930139118
+- 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
+  purls: []
+  size: 601375
+  timestamp: 1764777111296
 - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb8e6e7a_2.conda
   sha256: a4166e3d8ff4e35932510aaff7aa90772f84b4d07e9f6f83c614cba7ceefe0eb
   md5: 6432cb5d4ac0046c3ac0a8a0f95842f9
@@ -17654,6 +18520,15 @@ packages:
   purls: []
   size: 567578
   timestamp: 1742433379869
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/zstd-1.5.7-h85ac4a6_6.conda
+  sha256: 569990cf12e46f9df540275146da567d9c618c1e9c7a0bc9d9cfefadaed20b75
+  md5: c3655f82dcea2aa179b291e7099c1fcc
+  depends:
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  purls: []
+  size: 614429
+  timestamp: 1764777145593
 - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/zstd-1.5.7-hbcf94c1_2.conda
   sha256: 0812e7b45f087cfdd288690ada718ce5e13e8263312e03b643dd7aa50d08b51b
   md5: 5be90c5a3e4b43c53e38f50a85e11527
@@ -17666,6 +18541,18 @@ packages:
   purls: []
   size: 551176
   timestamp: 1742433378347
+- conda: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.7-h534d264_6.conda
+  sha256: 368d8628424966fd8f9c8018326a9c779e06913dd39e646cf331226acc90e5b2
+  md5: 053b84beec00b71ea8ff7a4f84b55207
+  depends:
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  - ucrt >=10.0.20348.0
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  purls: []
+  size: 388453
+  timestamp: 1764777142545
 - conda: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.7-hbeecb71_2.conda
   sha256: bc64864377d809b904e877a98d0584f43836c9f2ef27d3d2a1421fa6eae7ca04
   md5: 21f56217d6125fb30c3c3f10c786d751
diff --git a/pixi.toml b/pixi.toml
index fdc35641d..ab7f30bde 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -99,6 +99,7 @@ numpydoc = ">=1.9.0"
 nvidia-sphinx-theme = "*"
 
 [environments]
+bench-against = { features = ["test"], no-default-feature = true }
 # CUDA 12
 cu-12-0-py310 = { features = [
     "cu-12-0",
@@ -227,6 +228,9 @@ benchcmp = { cmd = [
     "--benchmark-compare",
 ] }
 
+[target.linux.tasks.bench-against]
+cmd = ["python", "$PIXI_PROJECT_ROOT/scripts/bench-against.py"]
+
 [target.linux.tasks.build-docs]
 cmd = ["make", "-C", "$PIXI_PROJECT_ROOT/docs", "html"]
 
diff --git a/scripts/bench-against.py b/scripts/bench-against.py
new file mode 100755
index 000000000..872990332
--- /dev/null
+++ b/scripts/bench-against.py
@@ -0,0 +1,90 @@
+# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: BSD-2-Clause
+
+import argparse
+import contextlib
+import os
+import subprocess
+import tempfile
+
+
+@contextlib.contextmanager
+def chdir(path):
+    """Change directory context manager."""
+    curdir = os.getcwd()
+    os.chdir(path)
+    try:
+        yield
+    finally:
+        os.chdir(curdir)
+
+
+@contextlib.contextmanager
+def git_worktree():
+    """Create a temporary git worktree that can be reused for multiple commits."""
+    # Get the git root directory
+    git_dir = subprocess.run(
+        ["git", "rev-parse", "--show-toplevel"],
+        check=True,
+        text=True,
+        capture_output=True,
+    ).stdout.rstrip()
+
+    # Create a temporary directory for the worktree
+    with tempfile.TemporaryDirectory(prefix="bench-against-") as worktree_path:
+        # Create the worktree starting from the current HEAD
+        # We'll checkout different commits within this worktree
+        # Do this before the try block so cleanup only happens if creation succeeds
+        subprocess.run(
+            ["git", "worktree", "add", "--detach", worktree_path, "HEAD"],
+            check=True,
+            cwd=git_dir,
+        )
+
+        try:
+            with chdir(worktree_path):
+                yield
+        finally:
+            # Remove the worktree
+            with contextlib.suppress(subprocess.CalledProcessError):
+                subprocess.run(
+                    ["git", "worktree", "remove", "--force", worktree_path],
+                    check=True,
+                    cwd=git_dir,
+                )
+
+
+def main(args):
+    with git_worktree():
+        # Checkout baseline and run benchmarks
+        subprocess.run(["git", "checkout", args.baseline], check=True)
+        subprocess.run(
+            ["pixi", "reinstall", "-e", args.env, "numba-cuda"], check=True
+        )
+        subprocess.run(["pixi", "run", "-e", args.env, "bench"], check=True)
+
+        # Checkout proposed and run comparison
+        subprocess.run(["git", "checkout", args.proposed], check=True)
+        subprocess.run(
+            ["pixi", "reinstall", "-e", args.env, "numba-cuda"], check=True
+        )
+        subprocess.run(["pixi", "run", "-e", args.env, "benchcmp"], check=True)
+
+
+if __name__ == "__main__":
+    p = argparse.ArgumentParser(description="Compare two git refs' benchmarks.")
+
+    p.add_argument(
+        "baseline", help="Git ref of baseline to compare against. E.g.: HEAD~"
+    )
+    p.add_argument(
+        "proposed", help="Git ref to compare against the baseline. E.g.: HEAD"
+    )
+    p.add_argument(
+        "-e",
+        "--env",
+        default="cu-12-9-py312",
+        help="Environment to run benchmarks in.",
+    )
+
+    main(p.parse_args())
diff --git a/testing/pytest.ini b/testing/pytest.ini
index b81e7eb9b..d1050355e 100644
--- a/testing/pytest.ini
+++ b/testing/pytest.ini
@@ -24,3 +24,4 @@ filterwarnings =
     ignore:\nCompilation is falling back to object mode WITHOUT looplifting enabled.*:numba.core.errors.NumbaWarning
     ignore:overflow encountered in scalar .+:RuntimeWarning
     ignore:.*Host array used in CUDA kernel will incur copy overhead.*:numba.cuda.core.errors.NumbaPerformanceWarning
+    ignore:Benchmark machine_info is different:pytest_benchmark.logger.PytestBenchmarkWarning