diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f114abec4..56c972b4e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -82,7 +82,7 @@ repos:
         - id: verify-copyright
         - id: verify-alpha-spec
     - repo: https://github.com/rapidsai/dependency-file-generator
-      rev: v1.13.11
+      rev: v1.16.0
       hooks:
           - id: rapids-dependency-file-generator
             args: ["--clean"]
diff --git a/ci/build_cpp.sh b/ci/build_cpp.sh
index a601ecaae..9d14cd072 100755
--- a/ci/build_cpp.sh
+++ b/ci/build_cpp.sh
@@ -15,7 +15,11 @@ rapids-print-env
 
 rapids-logger "Begin cpp build"
 
+sccache --zero-stats
+
 # This calls mambabuild when boa is installed (as is the case in the CI images)
 RAPIDS_PACKAGE_VERSION=$(rapids-generate-version) rapids-conda-retry mambabuild conda/recipes/librmm
 
+sccache --show-adv-stats
+
 rapids-upload-conda-to-s3 cpp
diff --git a/ci/build_python.sh b/ci/build_python.sh
index fcd2c55e7..7a9df5fc7 100755
--- a/ci/build_python.sh
+++ b/ci/build_python.sh
@@ -19,7 +19,11 @@ rapids-logger "Begin py build"
 
 CPP_CHANNEL=$(rapids-download-conda-from-s3 cpp)
 
+sccache --zero-stats
+
 # This calls mambabuild when boa is installed (as is the case in the CI images)
 RAPIDS_PACKAGE_VERSION=$(head -1 ./VERSION) rapids-conda-retry mambabuild -c "${CPP_CHANNEL}" conda/recipes/rmm
 
+sccache --show-adv-stats
+
 rapids-upload-conda-to-s3 python
diff --git a/ci/build_wheel_cpp.sh b/ci/build_wheel_cpp.sh
index 2c5cc0560..12e099bdb 100755
--- a/ci/build_wheel_cpp.sh
+++ b/ci/build_wheel_cpp.sh
@@ -14,7 +14,12 @@ RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
 
 cd "${package_dir}"
 
-python -m pip wheel . -w dist -vvv --no-deps --disable-pip-version-check
+sccache --zero-stats
+
+python -m pip wheel . -w dist -v --no-deps --disable-pip-version-check
+
+sccache --show-adv-stats
+
 python -m pip install wheel
 python -m wheel tags --platform any dist/* --remove
 RAPIDS_PY_WHEEL_NAME="rmm_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 cpp dist
diff --git a/ci/build_wheel_python.sh b/ci/build_wheel_python.sh
index 555974b50..b497b76d3 100755
--- a/ci/build_wheel_python.sh
+++ b/ci/build_wheel_python.sh
@@ -22,8 +22,12 @@ CPP_WHEELHOUSE=$(RAPIDS_PY_WHEEL_NAME="rmm_${RAPIDS_PY_CUDA_SUFFIX}" rapids-down
 # are used when created the isolated build environment
 echo "librmm-${RAPIDS_PY_CUDA_SUFFIX} @ file://$(echo ${CPP_WHEELHOUSE}/librmm_${RAPIDS_PY_CUDA_SUFFIX}*.whl)" > ./build-constraints.txt
 
+sccache --zero-stats
+
 PIP_CONSTRAINT="${PWD}/build-constraints.txt" \
-    python -m pip wheel . -w dist -vvv --no-deps --disable-pip-version-check
+    python -m pip wheel . -w dist -v --no-deps --disable-pip-version-check
+
+sccache --show-adv-stats
 
 mkdir -p final_dist
 python -m auditwheel repair -w final_dist dist/*