diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index d802f38..7b1e011 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -24,24 +24,24 @@ jobs:
 
     - template: etc/ci/azure-posix.yml
       parameters:
-          job_name: macos11_cpython
-          image_name: macOS-11
+          job_name: macos12_cpython
+          image_name: macOS-12
           python_versions: ['3.8', '3.9', '3.10', '3.11', '3.12']
           test_suites:
               all: venv/bin/pytest -n 2 -vvs
 
     - template: etc/ci/azure-posix.yml
       parameters:
-          job_name: macos12_cpython
-          image_name: macOS-12
+          job_name: macos13_cpython
+          image_name: macOS-13
           python_versions: ['3.8', '3.9', '3.10', '3.11', '3.12']
           test_suites:
               all: venv/bin/pytest -n 2 -vvs
 
     - template: etc/ci/azure-posix.yml
       parameters:
-          job_name: macos13_cpython
-          image_name: macOS-13
+          job_name: macos14_cpython_arm64
+          image_name: macOS-14
           python_versions: ['3.8', '3.9', '3.10', '3.11', '3.12']
           test_suites:
               all: venv/bin/pytest -n 2 -vvs
@@ -49,8 +49,8 @@ jobs:
     - template: etc/ci/azure-posix.yml
       parameters:
           job_name: macos14_cpython
-          image_name: macOS-14
-          python_versions: ['3.8', '3.9', '3.10', '3.11', '3.12']
+          image_name: macOS-14-large
+          python_versions: ['3.8', '3.8', '3.9', '3.10', '3.12']
           test_suites:
               all: venv/bin/pytest -n 2 -vvs