diff --git a/build-and-benchmark-py-project.sh b/build-and-benchmark-py-project.sh
new file mode 100644
index 0000000000000000000000000000000000000000..5997df579be9dd560bdf75c918aa524635ffd0e2
--- /dev/null
+++ b/build-and-benchmark-py-project.sh
@@ -0,0 +1,46 @@
+curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/build-py-project-within-miniconda.sh
+source build-py-project-within-miniconda.sh
+
+pip install asv
+
+conda list
+
+PY_EXE=python
+
+if [[ ! -z "$PROJECT" ]]; then
+    echo "PROJECT env var not set"
+    exit 1
+fi
+
+mkdir -p ~/.$PROJECT/asv
+
+if [[ ! -z "$CI" ]]; then
+  if [[ "$CI_PROJECT_NAMESPACE" == "inducer" ]]; then
+    ln -s ~/.$PROJECT/asv .asv
+  else
+    # Copy, so that the original folder is not changed.
+    cp -r ~/.$PROJECT/asv .asv
+  fi
+fi
+
+asv machine --yes
+asv setup --verbose
+master_commit=`git rev-parse master`
+test_commit=`git rev-parse HEAD`
+
+export PYOPENCL_CTX=port
+
+asv run $master_commit...$master_commit~ --skip-existing --verbose
+asv run $test_commit...$test_commit~ --skip-existing --verbose
+
+output=`asv compare $master_commit $test_commit --factor 1 -s`
+echo "$output"
+
+if [[ "$output" = *"worse"* ]]; then
+  echo "Some of the benchmarks have gotten worse"
+  exit 1
+fi
+
+if [[ "$CI_PROJECT_NAMESPACE" == "inducer" ]]; then
+  asv publish --html-dir ~/.scicomp-benchmarks/asv/$PROJECT
+fi
diff --git a/build-and-test-py-project-within-miniconda.sh b/build-and-test-py-project-within-miniconda.sh
index 770b64acd3a3fa52103599fc86bde706c839ba6c..0f4c0fd96539e6c46472e00475db5aec4abaa892 100644
--- a/build-and-test-py-project-within-miniconda.sh
+++ b/build-and-test-py-project-within-miniconda.sh
@@ -1,62 +1,14 @@
 #! /bin/bash
 
-echo "-----------------------------------------------"
-echo "Current directory: $(pwd)"
-echo "Conda environment file: ${CONDA_ENVIRONMENT}"
-echo "Extra pip requirements: ${REQUIREMENTS_TXT}"
-echo "Extra pytest options: ${PYTEST_ADDOPTS}"
-echo "PYOPENCL_TEST: ${PYOPENCL_TEST}"
-echo "PYTEST_ADDOPTS: ${PYTEST_ADDOPTS}"
-echo "git revision: $(git rev-parse --short HEAD)"
-echo "git status:"
-git status -s
-echo "-----------------------------------------------"
-
-if [ "$(uname)" = "Darwin" ]; then
-  PLATFORM=MacOSX
-else
-  PLATFORM=Linux
-fi
-
-# {{{ download and install
-
-MINICONDA_VERSION=3
-MINICONDA_INSTALL_DIR=.miniconda${MINICONDA_VERSION}
-
-MINICONDA_INSTALL_SH=Miniconda${MINICONDA_VERSION}-latest-${PLATFORM}-x86_64.sh
-curl -O "https://repo.continuum.io/miniconda/$MINICONDA_INSTALL_SH"
-
-rm -Rf "$MINICONDA_INSTALL_DIR"
-
-bash "$MINICONDA_INSTALL_SH" -b -p "$MINICONDA_INSTALL_DIR"
-
-# }}}
-
-# {{{ set up testing environment
-
-PATH="$MINICONDA_INSTALL_DIR/bin/:$PATH" conda update conda --yes --quiet
-
-PATH="$MINICONDA_INSTALL_DIR/bin/:$PATH" conda update --all --yes --quiet
-
-PATH="$MINICONDA_INSTALL_DIR/bin:$PATH" conda env create --quiet --file "$CONDA_ENVIRONMENT" --name testing
-
-source "$MINICONDA_INSTALL_DIR/bin/activate" testing
-
-if test -f "$REQUIREMENTS_TXT"; then
-  conda install --quiet --yes pip
-  pip install -r "$REQUIREMENTS_TXT"
-fi
+curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/build-py-project-within-miniconda.sh
+source build-py-project-within-miniconda.sh
 
 conda install --quiet --yes pytest
 
-# }}}
+conda list
 
 PY_EXE=python
 
-${PY_EXE} setup.py install
-
-conda list
-
 TESTABLES=""
 if [ -d test ]; then
   cd test
diff --git a/build-py-project-within-miniconda.sh b/build-py-project-within-miniconda.sh
new file mode 100644
index 0000000000000000000000000000000000000000..2934dcbe5c4776de2a3fbdaa3a4f1cb34874c6a1
--- /dev/null
+++ b/build-py-project-within-miniconda.sh
@@ -0,0 +1,56 @@
+#! /bin/bash
+
+echo "-----------------------------------------------"
+echo "Current directory: $(pwd)"
+echo "Conda environment file: ${CONDA_ENVIRONMENT}"
+echo "Extra pip requirements: ${REQUIREMENTS_TXT}"
+echo "Extra pytest options: ${PYTEST_ADDOPTS}"
+echo "PYOPENCL_TEST: ${PYOPENCL_TEST}"
+echo "PYTEST_ADDOPTS: ${PYTEST_ADDOPTS}"
+echo "git revision: $(git rev-parse --short HEAD)"
+echo "git status:"
+git status -s
+echo "-----------------------------------------------"
+
+if [ "$(uname)" = "Darwin" ]; then
+  PLATFORM=MacOSX
+else
+  PLATFORM=Linux
+fi
+
+# {{{ download and install
+
+MINICONDA_VERSION=3
+MINICONDA_INSTALL_DIR=.miniconda${MINICONDA_VERSION}
+
+MINICONDA_INSTALL_SH=Miniconda${MINICONDA_VERSION}-latest-${PLATFORM}-x86_64.sh
+curl -O "https://repo.continuum.io/miniconda/$MINICONDA_INSTALL_SH"
+
+rm -Rf "$MINICONDA_INSTALL_DIR"
+
+bash "$MINICONDA_INSTALL_SH" -b -p "$MINICONDA_INSTALL_DIR"
+
+# }}}
+
+# {{{ set up testing environment
+
+PATH="$MINICONDA_INSTALL_DIR/bin/:$PATH" conda update conda --yes --quiet
+
+PATH="$MINICONDA_INSTALL_DIR/bin/:$PATH" conda update --all --yes --quiet
+
+PATH="$MINICONDA_INSTALL_DIR/bin:$PATH" conda env create --quiet --file "$CONDA_ENVIRONMENT" --name testing
+
+source "$MINICONDA_INSTALL_DIR/bin/activate" testing
+
+if test -f "$REQUIREMENTS_TXT"; then
+  conda install --quiet --yes pip
+  pip install -r "$REQUIREMENTS_TXT"
+fi
+
+# }}}
+
+PY_EXE=python
+
+${PY_EXE} setup.py install
+
+conda list