diff --git a/.github/workflows/ci-tests.yml b/.github/workflows/ci-tests.yml
index 844f2e00b0..9bae5085b3 100644
--- a/.github/workflows/ci-tests.yml
+++ b/.github/workflows/ci-tests.yml
@@ -111,7 +111,7 @@ jobs:
       - name: "nox cache"
         uses: ./.github/workflows/composite/nox-cache
         with:
-          cache_build: 6
+          cache_build: 1
           env_name: ${{ env.ENV_NAME }}
           lock_file: ${{ env.LOCK_FILE }}
 
diff --git a/noxfile.py b/noxfile.py
index 4d733fa2d4..478a4b8c78 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -108,6 +108,13 @@ def cache_cartopy(session: nox.sessions.Session) -> None:
         )
 
 
+MPL_URL_3V11RC0 = (
+    "https://files.pythonhosted.org/packages/b2/d1/"
+    "6a9ba3c934b6d272c894db9ea80257527be9a962b18d4b98b2323104b86b/"
+    "matplotlib-3.11.0rc1.tar.gz"
+)
+
+
 def prepare_venv(session: nox.sessions.Session) -> None:
     """Create and cache the nox session conda environment.
 
@@ -135,6 +142,7 @@ def prepare_venv(session: nox.sessions.Session) -> None:
         # populate the environment from the lockfile
         logger.debug(f"Populating conda env at {venv_dir}")
         session.conda_install("--file", str(lockfile))
+        session.install(MPL_URL_3V11RC0)
         cache_venv(session)
 
     elif venv_changed(session):
@@ -144,6 +152,7 @@ def prepare_venv(session: nox.sessions.Session) -> None:
         session.virtualenv.reuse_existing = False
         session.virtualenv.create()
         session.conda_install("--file", str(lockfile))
+        session.install(MPL_URL_3V11RC0)
         session.virtualenv.reuse_existing = _re_orig
         cache_venv(session)