diff --git a/changelogs/fragments/ansible-test-pypi-test-container-update.yml b/changelogs/fragments/ansible-test-pypi-test-container-update.yml
new file mode 100644
index 00000000000..09137bb60b9
--- /dev/null
+++ b/changelogs/fragments/ansible-test-pypi-test-container-update.yml
@@ -0,0 +1,2 @@
+minor_changes:
+  - ansible-test - Update ``pypi-test-container`` to version 3.1.0.
diff --git a/test/lib/ansible_test/_internal/pypi_proxy.py b/test/lib/ansible_test/_internal/pypi_proxy.py
index 2b63cb935d6..a0e034d0b57 100644
--- a/test/lib/ansible_test/_internal/pypi_proxy.py
+++ b/test/lib/ansible_test/_internal/pypi_proxy.py
@@ -76,7 +76,7 @@ def run_pypi_proxy(args: EnvironmentConfig, targets_use_pypi: bool) -> None:
         display.warning('Unable to use the PyPI proxy because Docker is not available. Installation of packages using `pip` may fail.')
         return
 
-    image = 'quay.io/ansible/pypi-test-container:2.0.0'
+    image = 'quay.io/ansible/pypi-test-container:3.1.0'
     port = 3141
 
     run_support_container(