diff --git a/ci/gpu/build.sh b/ci/gpu/build.sh
index d41730c89c..53041be957 100644
--- a/ci/gpu/build.sh
+++ b/ci/gpu/build.sh
@@ -33,6 +33,12 @@ unset GIT_DESCRIBE_TAG
 # ucx-py version
 export UCX_PY_VERSION='0.29.*'
 
+# Whether to install dask nightly or stable packages.
+export INSTALL_DASK_MAIN=1
+
+# Dask version to install when `INSTALL_DASK_MAIN=0`
+export DASK_STABLE_VERSION="2022.9.2"
+
 ################################################################################
 # SETUP - Check environment
 ################################################################################
@@ -80,11 +86,17 @@ if hasArg --skip-tests; then
     exit 0
 fi
 
-# Install the master version of dask, distributed, and dask-ml
-gpuci_logger "Install the master version of dask and distributed"
 set -x
-pip install "git+https://github.com/dask/distributed.git@2022.9.2" --upgrade --no-deps
-pip install "git+https://github.com/dask/dask.git@2022.9.2" --upgrade --no-deps
+# Install latest nightly version for dask and distributed depending on `INSTALL_DASK_MAIN`
+if [[ "${INSTALL_DASK_MAIN}" == 1 ]]; then
+  gpuci_logger "Installing dask and distributed from dask nightly channel"
+  gpuci_mamba_retry install -c dask/label/dev \
+    "dask/label/dev::dask" \
+    "dask/label/dev::distributed"
+else
+  gpuci_logger "gpuci_mamba_retry install conda-forge::dask==${DASK_STABLE_VERSION} conda-forge::distributed==${DASK_STABLE_VERSION} conda-forge::dask-core==${DASK_STABLE_VERSION} --force-reinstall"
+  gpuci_mamba_retry install conda-forge::dask==${DASK_STABLE_VERSION} conda-forge::distributed==${DASK_STABLE_VERSION} conda-forge::dask-core==${DASK_STABLE_VERSION} --force-reinstall
+fi
 set +x
 
 gpuci_logger "Check GPU usage"
diff --git a/conda/environments/raft_dev_cuda11.0.yml b/conda/environments/raft_dev_cuda11.0.yml
index 565fb7216e..31f7af0839 100644
--- a/conda/environments/raft_dev_cuda11.0.yml
+++ b/conda/environments/raft_dev_cuda11.0.yml
@@ -3,6 +3,7 @@ channels:
 - rapidsai
 - nvidia
 - rapidsai-nightly
+- dask/label/dev
 - conda-forge
 dependencies:
 - cudatoolkit=11.0
@@ -10,6 +11,8 @@ dependencies:
 - clang-tools=11.1.0
 - cython>=0.29,<0.30
 - cmake>=3.23.1
+- dask>=2022.9.2
+- distributed>=2022.9.2
 - scikit-build>=0.13.1
 - rapids-build-env=22.12.*
 - rapids-notebook-env=22.12.*
@@ -27,8 +30,6 @@ dependencies:
 - pip:
     - sphinx_markdown_tables
     - breathe
-    - git+https://github.com/dask/dask.git@2022.9.2
-    - git+https://github.com/dask/distributed.git@2022.9.2
 
 # rapids-build-env, notebook-env and doc-env are defined in
 # https://docs.rapids.ai/maintainers/depmgmt/
diff --git a/conda/environments/raft_dev_cuda11.2.yml b/conda/environments/raft_dev_cuda11.2.yml
index 77de72c4a1..d1ad06d8c8 100644
--- a/conda/environments/raft_dev_cuda11.2.yml
+++ b/conda/environments/raft_dev_cuda11.2.yml
@@ -3,6 +3,7 @@ channels:
 - rapidsai
 - nvidia
 - rapidsai-nightly
+- dask/label/dev
 - conda-forge
 dependencies:
 - cudatoolkit=11.2
@@ -10,6 +11,8 @@ dependencies:
 - clang-tools=11.1.0
 - cython>=0.29,<0.30
 - cmake>=3.23.1
+- dask>=2022.9.2
+- distributed>=2022.9.2
 - scikit-build>=0.13.1
 - rapids-build-env=22.12.*
 - rapids-notebook-env=22.12.*
@@ -27,8 +30,6 @@ dependencies:
 - pip:
     - sphinx_markdown_tables
     - breathe
-    - git+https://github.com/dask/dask.git@2022.9.2
-    - git+https://github.com/dask/distributed.git@2022.9.2
 
 # rapids-build-env, notebook-env and doc-env are defined in
 # https://docs.rapids.ai/maintainers/depmgmt/
diff --git a/conda/environments/raft_dev_cuda11.4.yml b/conda/environments/raft_dev_cuda11.4.yml
index 27c88ac5f7..279f20dfff 100644
--- a/conda/environments/raft_dev_cuda11.4.yml
+++ b/conda/environments/raft_dev_cuda11.4.yml
@@ -3,6 +3,7 @@ channels:
 - rapidsai
 - nvidia
 - rapidsai-nightly
+- dask/label/dev
 - conda-forge
 dependencies:
 - cudatoolkit=11.4
@@ -10,6 +11,8 @@ dependencies:
 - clang-tools=11.1.0
 - cython>=0.29,<0.30
 - cmake>=3.23.1
+- dask>=2022.9.2
+- distributed>=2022.9.2
 - scikit-build>=0.13.1
 - rapids-build-env=22.12.*
 - rapids-notebook-env=22.12.*
@@ -27,8 +30,6 @@ dependencies:
 - pip:
     - sphinx_markdown_tables
     - breathe
-    - git+https://github.com/dask/dask.git@2022.9.2
-    - git+https://github.com/dask/distributed.git@2022.9.2
 
 # rapids-build-env, notebook-env and doc-env are defined in
 # https://docs.rapids.ai/maintainers/depmgmt/
diff --git a/conda/environments/raft_dev_cuda11.5.yml b/conda/environments/raft_dev_cuda11.5.yml
index d88a006225..af775fc6bf 100644
--- a/conda/environments/raft_dev_cuda11.5.yml
+++ b/conda/environments/raft_dev_cuda11.5.yml
@@ -3,6 +3,7 @@ channels:
 - rapidsai
 - nvidia
 - rapidsai-nightly
+- dask/label/dev
 - conda-forge
 dependencies:
 - cudatoolkit=11.5
@@ -11,6 +12,8 @@ dependencies:
 - clang-tools=11.1.0
 - cython>=0.29,<0.30
 - cmake>=3.23.1
+- dask>=2022.9.2
+- distributed>=2022.9.2
 - scikit-build>=0.13.1
 - rapids-build-env=22.12.*
 - rapids-notebook-env=22.12.*
@@ -28,8 +31,6 @@ dependencies:
 - pip:
     - sphinx_markdown_tables
     - breathe
-    - git+https://github.com/dask/dask.git@2022.9.2
-    - git+https://github.com/dask/distributed.git@2022.9.2
 
 # rapids-build-env, notebook-env and doc-env are defined in
 # https://docs.rapids.ai/maintainers/depmgmt/
diff --git a/conda/recipes/raft-dask/meta.yaml b/conda/recipes/raft-dask/meta.yaml
index 4e10294db7..5213ae2b8b 100644
--- a/conda/recipes/raft-dask/meta.yaml
+++ b/conda/recipes/raft-dask/meta.yaml
@@ -51,8 +51,8 @@ requirements:
     - ucx >={{ ucx_version }}
     - ucx-py {{ ucx_py_version }}
     - ucx-proc=*=gpu
-    - dask==2022.9.2
-    - distributed==2022.9.2
+    - dask>=2022.9.2
+    - distributed>=2022.9.2
     - cuda-python >=11.5,<11.7.1
     - joblib >=0.11
     - {{ pin_compatible('cudatoolkit', max_pin='x', min_pin='x') }}