diff --git a/test/E2ETest/Microsoft.Test.E2E.AspNet.OData/Common/Instancing/RandomSeedGenerator.cs b/test/E2ETest/Microsoft.Test.E2E.AspNet.OData/Common/Instancing/RandomSeedGenerator.cs
index 2220c83bbd..5dc995ba36 100644
--- a/test/E2ETest/Microsoft.Test.E2E.AspNet.OData/Common/Instancing/RandomSeedGenerator.cs
+++ b/test/E2ETest/Microsoft.Test.E2E.AspNet.OData/Common/Instancing/RandomSeedGenerator.cs
@@ -20,6 +20,11 @@ public static class RandomSeedGenerator
 
         #endregion
 
+        /// <summary>
+        /// The seed that should be used for random number generation
+        /// </summary>
+        private static int? Seed = null;
+
         #region Public Methods and Operators
 
         public static int GetRandomSeed()
@@ -44,10 +49,15 @@ public static int GetRandomSeed()
             {
             }
 
-            // Keep the randomness per hour instead of per day.
-            DateTime now = DateTime.UtcNow;
-            int seed = (now.Year * 10000) + (now.Month * 100) + now.Day + now.Hour;
-            return seed;
+            if (Seed == null)
+            {
+                // Keep the randomness per hour instead of per day.
+                DateTime now = DateTime.UtcNow;
+                Seed = (now.Year * 10000) + (now.Month * 100) + now.Day + now.Hour;
+                Console.WriteLine($"Generated seed for random number generator: {Seed}");
+            }
+
+            return Seed.Value;
         }
 
         #endregion