diff --git a/e2e/benchmarks/browserstack-benchmark/browser_list.json b/e2e/benchmarks/browserstack-benchmark/browser_list.json
index c627a748fc2..2034de18617 100644
--- a/e2e/benchmarks/browserstack-benchmark/browser_list.json
+++ b/e2e/benchmarks/browserstack-benchmark/browser_list.json
@@ -89,7 +89,7 @@
   },
   {
     "os": "ios",
-    "os_version": "14",
+    "os_version": "15",
     "browser": "iphone",
     "device": "iPhone XS",
     "browser_version": null,
@@ -97,7 +97,7 @@
   },
   {
     "os": "ios",
-    "os_version": "13",
+    "os_version": "14",
     "browser": "iphone",
     "device": "iPhone XS",
     "browser_version": null,
@@ -113,7 +113,7 @@
   },
   {
     "os": "ios",
-    "os_version": "13",
+    "os_version": "14",
     "browser": "iphone",
     "device": "iPhone 11 Pro",
     "browser_version": null,
@@ -121,7 +121,7 @@
   },
   {
     "os": "ios",
-    "os_version": "13",
+    "os_version": "14",
     "browser": "iphone",
     "device": "iPhone 11",
     "browser_version": null,
diff --git a/e2e/benchmarks/browserstack-benchmark/index.js b/e2e/benchmarks/browserstack-benchmark/index.js
index 6642e9d9d60..b4ee394854a 100644
--- a/e2e/benchmarks/browserstack-benchmark/index.js
+++ b/e2e/benchmarks/browserstack-benchmark/index.js
@@ -37,12 +37,13 @@ const state = {
   browser: {
     base: 'BrowserStack',
     browser: 'chrome',
-    browser_version: '84.0',
+    browser_version: '103.0',
     os: 'OS X',
-    os_version: 'Catalina',
+    os_version: 'Monterey',
     device: 'null'
   },
-  benchmark: {model: 'mobilenet_v2', modelUrl: '', numRuns: 1, backend: 'wasm'},
+  benchmark:
+      {model: 'mobilenet_v2', modelUrl: '', numRuns: 10, backend: 'webgl'},
 
   /**
    * An array of browser configurations, used to record the browsers to
diff --git a/e2e/benchmarks/browserstack-benchmark/preconfigured_browser.json b/e2e/benchmarks/browserstack-benchmark/preconfigured_browser.json
index 397d70156db..999822834fe 100644
--- a/e2e/benchmarks/browserstack-benchmark/preconfigured_browser.json
+++ b/e2e/benchmarks/browserstack-benchmark/preconfigured_browser.json
@@ -6,68 +6,92 @@
     "backend": ["wasm", "webgl"]
   },
   "browsers": {
-    "Windows_10_1": {
+    "Windows_11_1": {
       "base": "BrowserStack",
       "browser": "chrome",
-      "browser_version": "84.0",
+      "browser_version": "103.0",
       "os": "Windows",
-      "os_version": "10",
+      "os_version": "11",
       "device": null
     },
-    "Windows_10_2": {
+    "Windows_11_2": {
       "base": "BrowserStack",
       "browser": "edge",
-      "browser_version": "84.0",
+      "browser_version": "103.0",
       "os": "Windows",
-      "os_version": "10",
+      "os_version": "11",
+      "device": null
+    },
+    "Windows_11_3": {
+      "base": "BrowserStack",
+      "browser": "firefox",
+      "browser_version": "103.0",
+      "os": "Windows",
+      "os_version": "11",
       "device": null
     },
     "Windows_7_1": {
       "base": "BrowserStack",
       "browser": "firefox",
-      "browser_version": "79.0",
+      "browser_version": "103.0",
       "os": "Windows",
       "os_version": "7",
       "device": null
     },
-    "OS_X_Catalina_1": {
+    "OS_X_Monterey_1": {
       "base": "BrowserStack",
       "browser": "safari",
-      "browser_version": "13.1",
+      "browser_version": "15.3",
       "os": "OS X",
-      "os_version": "Catalina",
+      "os_version": "Monterey",
       "device": null
     },
-    "iPhone_12_Pro_Max_1": {
+    "OS_X_Monterey_2": {
+      "base": "BrowserStack",
+      "os": "OS X",
+      "os_version": "Monterey",
+      "browser": "chrome",
+      "device": null,
+      "browser_version": "103.0"
+    },
+    "iPhone_13_Pro_Max_1": {
       "base": "BrowserStack",
+      "os": "ios",
+      "os_version": "15",
       "browser": "iphone",
-      "browser_version": null,
+      "device": "iPhone 13 Pro Max",
+      "browser_version": null
+    },
+    "iPhone_13_1": {
+      "base": "BrowserStack",
       "os": "ios",
-      "os_version": "14",
-      "device": "iPhone 12 Pro Max"
+      "os_version": "15",
+      "browser": "iphone",
+      "device": "iPhone 13",
+      "browser_version": null
     },
-    "iPhone_12_1": {
+    "iPhone_12_Pro_Max_1": {
       "base": "BrowserStack",
       "browser": "iphone",
       "browser_version": null,
       "os": "ios",
       "os_version": "14",
-      "device": "iPhone 12"
+      "device": "iPhone 12 Pro Max"
     },
-    "iPhone_XS_1": {
+    "iPhone_12_1": {
       "base": "BrowserStack",
       "browser": "iphone",
       "browser_version": null,
       "os": "ios",
       "os_version": "14",
-      "device": "iPhone XS"
+      "device": "iPhone 12"
     },
     "iPhone_11_Pro_Max_1": {
       "base": "BrowserStack",
       "browser": "iphone",
       "browser_version": null,
       "os": "ios",
-      "os_version": "13",
+      "os_version": "14",
       "device": "iPhone 11 Pro Max"
     },
     "iPhone_11_1": {
@@ -75,72 +99,96 @@
       "browser": "iphone",
       "browser_version": null,
       "os": "ios",
-      "os_version": "13",
+      "os_version": "14",
       "device": "iPhone 11"
     },
-    "iPhone_7_1": {
+    "iPhone_XS_1": {
       "base": "BrowserStack",
       "browser": "iphone",
       "browser_version": null,
       "os": "ios",
-      "os_version": "12",
-      "device": "iPhone 7"
+      "os_version": "15",
+      "device": "iPhone XS"
+    },
+    "Google_Pixel_6_Pro_1": {
+      "base": "BrowserStack",
+      "browser": "android",
+      "browser_version": null,
+      "os": "android",
+      "os_version": "12.0",
+      "device": "Google Pixel 6 Pro"
     },
     "Google_Pixel_5_1": {
       "base": "BrowserStack",
       "browser": "android",
       "browser_version": null,
       "os": "android",
-      "os_version": "11.0",
+      "os_version": "12.0",
       "device": "Google Pixel 5"
     },
-    "Samsung_Galaxy_S20_Ultra_1": {
+    "Samsung_Galaxy_S22_Ultra_1": {
       "base": "BrowserStack",
       "browser": "android",
       "browser_version": null,
       "os": "android",
-      "os_version": "10.0",
-      "device": "Samsung Galaxy S20 Ultra"
+      "os_version": "12.0",
+      "device": "Samsung Galaxy S22 Ultra"
     },
-    "Samsung_Galaxy_A11_1": {
+    "Samsung_Galaxy_M52_1": {
       "base": "BrowserStack",
       "browser": "android",
       "browser_version": null,
       "os": "android",
-      "os_version": "10.0",
-      "device": "Samsung Galaxy A11"
+      "os_version": "11.0",
+      "device": "Samsung Galaxy M52"
     },
-    "Google_Pixel_4_XL_1": {
+    "Samsung_Galaxy_A52_1": {
+      "base": "BrowserStack",
+      "browser": "android",
+      "browser_version": null,
+      "os": "android",
+      "os_version": "11.0",
+      "device": "Samsung Galaxy A52"
+    },
+    "Xiaomi_Redmi_Note_11_1": {
+      "base": "BrowserStack",
+      "browser": "android",
+      "browser_version": null,
+      "os": "android",
+      "os_version": "11.0",
+      "device": "Xiaomi Redmi Note 11"
+    },
+    "Samsung_Galaxy_Note_20_Ultra_1": {
       "base": "BrowserStack",
       "browser": "android",
       "browser_version": null,
       "os": "android",
       "os_version": "10.0",
-      "device": "Google Pixel 4 XL"
+      "device": "Samsung Galaxy Note 20 Ultra"
     },
-    "Samsung_Galaxy_A51_1": {
+    "Samsung_Galaxy_A11_1": {
       "base": "BrowserStack",
       "browser": "android",
       "browser_version": null,
       "os": "android",
       "os_version": "10.0",
-      "device": "Samsung Galaxy A51"
+      "device": "Samsung Galaxy A11"
     },
-    "Samsung_Galaxy_S10_Plus_1": {
+    "Google_Pixel_4_XL_1": {
       "base": "BrowserStack",
       "browser": "android",
       "browser_version": null,
       "os": "android",
-      "os_version": "9.0",
-      "device": "Samsung Galaxy S10 Plus"
+      "os_version": "10.0",
+      "device": "Google Pixel 4 XL"
     },
-    "Google_Pixel_2_1": {
+    "Samsung_Galaxy_S10_Plus_1": {
       "base": "BrowserStack",
       "browser": "android",
       "browser_version": null,
       "os": "android",
       "os_version": "9.0",
-      "device": "Google Pixel 2"
+      "device": "Samsung Galaxy S10 Plus"
     }
   }
 }