diff --git a/images/video-model-inference-cloud-to-client.jpg b/images/video-model-inference-cloud-to-client.jpg
new file mode 100644
index 0000000000..fdea3fb8b5
Binary files /dev/null and b/images/video-model-inference-cloud-to-client.jpg differ
diff --git a/index.html b/index.html
index 4be8eaffa4..bcfb32c569 100644
--- a/index.html
+++ b/index.html
@@ -441,24 +441,29 @@
 								</div>
 							</div>
 							<div class="row blue-title-columns">
-								<div class="col-12 col-md-4 mb-4 mb-md-0">
+								<div class="col-12 col-md-3 mb-4 mb-md-0">
+									<button class="resources-img text-center p-0 border-0" data-src="WDww8ce12Mc" aria-label="Faster and Lighter Model Inference with ONNX Runtime from Cloud to Client">
+										<img class="btn-trigger" src="./images/video-model-inference-cloud-to-client.jpg" alt="Tech Community" />
+									</button>
+
+								</div>
+								<div class="col-12 col-md-3 mb-4 mb-md-0">
 									<button class="resources-img text-center p-0 border-0" data-src="pmb6cjngbcA" aria-label="ONNX Runtime speeds up Image Embedding model in Bing Semantic Precise Image Search">
 										<img class="btn-trigger" src="./images/video-bing-semantic-precise.jpg" alt="Tech Community" />
 									</button>
 
 								</div>
-								<div class="col-12 col-md-4 mb-4 mb-md-0">
+								<div class="col-12 col-md-3 mb-4 mb-md-0">
 									<button class="resources-img text-center p-0 border-0" data-src="nRlnSy4Vbnc" aria-label="Scalable ML acceleration with ONNX Runtime">
 										<img class="btn-trigger" src="./images/video-scalable-ml.jpg" alt="Tech Community" />
 									</button>
 								</div>
 
-								<div class="col-12 col-md-4">
+								<div class="col-12 col-md-3">
 									<button class="resources-img text-center p-0 border-0" data-src="Ij5MoUnLQ0E" aria-label="ONNX and ONNX Runtime">
 										<img class="btn-trigger" src="./images/video-research-prod.png" alt="Open Source" />
 									</button>
-									
-
+								
 								</div>
 							</div>
 						</div>