diff --git a/.changes/unreleased/Dependencies-20240129-005743.yaml b/.changes/unreleased/Dependencies-20240129-005743.yaml
new file mode 100644
index 00000000000..2e650f4f1bc
--- /dev/null
+++ b/.changes/unreleased/Dependencies-20240129-005743.yaml
@@ -0,0 +1,6 @@
+kind: "Dependencies"
+body: "Bump actions/cache from 3 to 4"
+time: 2024-01-29T00:57:43.00000Z
+custom:
+  Author: dependabot[bot]
+  PR: 9471
diff --git a/.github/workflows/model_performance.yml b/.github/workflows/model_performance.yml
index 1d871c7caf3..2801d586256 100644
--- a/.github/workflows/model_performance.yml
+++ b/.github/workflows/model_performance.yml
@@ -92,7 +92,7 @@ jobs:
           ref: main
 
       # attempts to access a previously cached runner
-      - uses: actions/cache@v3
+      - uses: actions/cache@v4
         id: cache
         with:
           path: ${{ env.RUNNER_CACHE_PATH }}
@@ -166,7 +166,7 @@ jobs:
 
       # this was built in the previous job so it will be there.
       - name: Fetch Runner
-        uses: actions/cache@v3
+        uses: actions/cache@v4
         id: cache
         with:
           path: ${{ env.RUNNER_CACHE_PATH }}