diff --git a/src/Adapter/MSTestAdapter.PlatformServices/Execution/TestMethodInfo.ArgumentResolution.cs b/src/Adapter/MSTestAdapter.PlatformServices/Execution/TestMethodInfo.ArgumentResolution.cs
index 6d155adccb..3c4f06ebff 100644
--- a/src/Adapter/MSTestAdapter.PlatformServices/Execution/TestMethodInfo.ArgumentResolution.cs
+++ b/src/Adapter/MSTestAdapter.PlatformServices/Execution/TestMethodInfo.ArgumentResolution.cs
@@ -10,7 +10,10 @@ internal partial class TestMethodInfo
 
     internal object?[] ResolveArguments(object?[] arguments)
     {
-        ParameterInfo[] parametersInfo = MethodInfo.GetParameters();
+        // Use the cached ParameterTypes property rather than calling MethodInfo.GetParameters()
+        // (which allocates a fresh ParameterInfo[] on every call). ResolveArguments only reads the
+        // array, so sharing the cached instance is safe.
+        ParameterInfo[] parametersInfo = ParameterTypes;
         int requiredParameterCount = 0;
         bool hasParamsValue = false;
         object? paramsValues = null;
diff --git a/src/Adapter/MSTestAdapter.PlatformServices/Execution/TestMethodRunner.cs b/src/Adapter/MSTestAdapter.PlatformServices/Execution/TestMethodRunner.cs
index 96b3545d62..a02f455014 100644
--- a/src/Adapter/MSTestAdapter.PlatformServices/Execution/TestMethodRunner.cs
+++ b/src/Adapter/MSTestAdapter.PlatformServices/Execution/TestMethodRunner.cs
@@ -35,6 +35,14 @@ internal sealed class TestMethodRunner
     /// </summary>
     private readonly TestMethodInfo _testMethodInfo;
 
+    /// <summary>
+    /// Lazily-created <see cref="ReflectionTestMethodInfo"/> wrapper reused across all data rows of a
+    /// data-driven test. Both <see cref="TestMethodInfo.MethodInfo"/> and <see cref="TestMethod.DisplayName"/>
+    /// are immutable for the lifetime of a <see cref="TestMethodRunner"/>, so a single wrapper can be shared
+    /// instead of allocating one per row.
+    /// </summary>
+    private ReflectionTestMethodInfo? _cachedReflectionMethodInfo;
+
     /// <summary>
     /// Initializes a new instance of the <see cref="TestMethodRunner"/> class.
     /// </summary>
@@ -423,9 +431,9 @@ private async Task<TestResult[]> ExecuteTestWithDataSourceAsync(ITestContext exe
         // and both GetDisplayName and ComputeDefaultDisplayName need to be consulted.
         if (displayNameFromTestDataRow is null && testDataSource is not null)
         {
-            var reflectionMethodInfo = new ReflectionTestMethodInfo(_testMethodInfo.MethodInfo, _test.DisplayName);
-            displayName = testDataSource.GetDisplayName(reflectionMethodInfo, data)
-                ?? TestDataSourceUtilities.ComputeDefaultDisplayName(reflectionMethodInfo, data)
+            _cachedReflectionMethodInfo ??= new ReflectionTestMethodInfo(_testMethodInfo.MethodInfo, _test.DisplayName);
+            displayName = testDataSource.GetDisplayName(_cachedReflectionMethodInfo, data)
+                ?? TestDataSourceUtilities.ComputeDefaultDisplayName(_cachedReflectionMethodInfo, data)
                 ?? displayName;
         }
         else
@@ -488,11 +496,26 @@ private async Task<TestResult[]> ExecuteTestAsync(ITestContext executionContext,
     {
         try
         {
+            ExecutionContext? capturedContext = testMethodInfo.Parent.ExecutionContext ?? testMethodInfo.Parent.Parent.ExecutionContext;
+
+            // Fast path: when no ExecutionContext was captured by [AssemblyInitialize] / [ClassInitialize]
+            // (the common case), RunOnContext with a null context simply invokes the action directly on the
+            // current thread. Skip the TaskCompletionSource + closure + delegate allocations and just await
+            // the executor directly.
+            if (capturedContext is null)
+            {
+                using (TestContextImplementation.SetCurrentTestContext(executionContext as TestContext))
+                {
+                    testMethodInfo.TestContext = executionContext;
+                    return await _testMethodInfo.Executor.ExecuteAsync(testMethodInfo).ConfigureAwait(false);
+                }
+            }
+
             var tcs = new TaskCompletionSource<TestResult[]>();
 
 #pragma warning disable VSTHRD101 // Avoid unsupported async delegates
             ExecutionContextHelpers.RunOnContext(
-                testMethodInfo.Parent.ExecutionContext ?? testMethodInfo.Parent.Parent.ExecutionContext,
+                capturedContext,
                 async () =>
                 {
                     try
diff --git a/src/Adapter/MSTestAdapter.PlatformServices/Services/TestContextImplementation.cs b/src/Adapter/MSTestAdapter.PlatformServices/Services/TestContextImplementation.cs
index 5efc98a041..a24f169e6c 100644
--- a/src/Adapter/MSTestAdapter.PlatformServices/Services/TestContextImplementation.cs
+++ b/src/Adapter/MSTestAdapter.PlatformServices/Services/TestContextImplementation.cs
@@ -524,16 +524,14 @@ private SynchronizedStringBuilder GetTestContextMessagesStringBuilder()
     /// <returns>A fresh context suitable for one folded data-driven iteration.</returns>
     internal TestContextImplementation CloneForDataDrivenIteration()
     {
-        // Take a shallow snapshot of the current property bag so that the clone starts with
-        // the same properties (including TestNameLabel / FullyQualifiedTestClassNameLabel and
-        // anything merged from AssemblyInitialize / ClassInitialize) but is otherwise isolated.
-        // Per-iteration mutations to the clone's property bag won't leak back to this instance
+        // Pass testMethod: null and testClassFullName: null because the relevant labels
+        // (including TestNameLabel / FullyQualifiedTestClassNameLabel and anything merged from
+        // AssemblyInitialize / ClassInitialize) are already in _properties. In that branch the
+        // constructor takes a shallow copy of the passed dictionary, so passing _properties
+        // directly gives the clone an isolated property bag without an extra intermediate copy:
+        // per-iteration mutations to the clone's property bag won't leak back to this instance
         // nor to subsequent iterations.
-        var snapshot = new Dictionary<string, object?>(_properties);
-
-        // Pass testMethod: null and testClassFullName: null because the relevant labels are
-        // already in the snapshot. The constructor will copy the snapshot as-is.
-        var clone = new TestContextImplementation(testMethod: null, testClassFullName: null, snapshot, _messageLogger, _testRunCancellationToken);
+        var clone = new TestContextImplementation(testMethod: null, testClassFullName: null, _properties, _messageLogger, _testRunCancellationToken);
 
         // Preserve TestRunCount so user code that observes it (e.g. retry-aware tests) sees
         // the same value it would see in the unfolded path. TestRunCount represents the
diff --git a/src/TestFramework/TestFramework/Internal/ReflectionTestMethodInfo.cs b/src/TestFramework/TestFramework/Internal/ReflectionTestMethodInfo.cs
index 8d2ffd3632..41b4574690 100644
--- a/src/TestFramework/TestFramework/Internal/ReflectionTestMethodInfo.cs
+++ b/src/TestFramework/TestFramework/Internal/ReflectionTestMethodInfo.cs
@@ -7,6 +7,8 @@ internal sealed class ReflectionTestMethodInfo : MethodInfo
 {
     private readonly MethodInfo _methodInfo;
 
+    private ParameterInfo[]? _parameters;
+
     public ReflectionTestMethodInfo(MethodInfo methodInfo, string? displayName)
     {
         _methodInfo = methodInfo;
@@ -41,7 +43,10 @@ public ReflectionTestMethodInfo(MethodInfo methodInfo, string? displayName)
 
     public override MethodImplAttributes GetMethodImplementationFlags() => _methodInfo.GetMethodImplementationFlags();
 
-    public override ParameterInfo[] GetParameters() => _methodInfo.GetParameters();
+    // MethodInfo.GetParameters() allocates a fresh ParameterInfo[] on every call (CLR safety
+    // guarantee). The wrapped MethodInfo is immutable, so cache the array and share it across
+    // callers of this wrapper (e.g. display-name computation for every data-driven row).
+    public override ParameterInfo[] GetParameters() => _parameters ??= _methodInfo.GetParameters();
 
     public override object? Invoke(object? obj, BindingFlags invokeAttr, Binder? binder, object?[]? parameters, CultureInfo? culture) => _methodInfo.Invoke(obj, invokeAttr, binder, parameters, culture);