diff --git a/data/reference-cloud.json b/data/reference-cloud.json
index 0a3593642..2533864de 100644
--- a/data/reference-cloud.json
+++ b/data/reference-cloud.json
@@ -9,7 +9,7 @@
   "Google Gemini 3.1 Flash Nano Banana": {
     "path": "gemini-3.1-flash-image-preview",
     "desc": "Gemini can generate and process images conversationally. You can prompt Gemini with text, images, or a combination of both allowing you to create, edit, and iterate on visuals with unprecedented control.",
-    "preview": "gemini-2.5-flash-image.jpg",
+    "preview": "gemini-3.1-flash-image-preview.jpg",
     "tags": "cloud",
     "skip": true
   },
diff --git a/models/Reference/gemini-3.1-flash-image-preview.jpg b/models/Reference/gemini-3.1-flash-image-preview.jpg
new file mode 100644
index 000000000..adc33c4ec
Binary files /dev/null and b/models/Reference/gemini-3.1-flash-image-preview.jpg differ