diff --git a/appveyor.yml b/appveyor.yml
index 0676743c..71c908ef 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -80,7 +80,12 @@ matrix:
     - MINGW_VERSION: 8.1.0
       platform: x86
     # Get rid of Visual Studio 2015 builds (unsupported)
-    - SOL_NO_2015: true
+    - image: Visual Studio 2015
+      platform: x86
+      SOL_NO_2015: true
+    - image: Visual Studio 2017
+      platform: x64
+      SOL_NO_2015: true
     - platform: x86
       SOL2_LUA_VERSION: 5.2.4
     - platform: x86