thomhurst · thomhurst · Nov 7, 2025 · Nov 7, 2025
diff --git a/docs/docs/benchmarks/index.md b/docs/docs/benchmarks/index.md
@@ -6,10 +6,10 @@ sidebar_position: 1
 
 # Performance Benchmarks
 
-:::info Benchmark Data Loading
-Benchmarks are automatically updated daily from CI runs. This page will be populated with real data after the first Speed Comparison workflow completes.
+:::info Last Updated
+These benchmarks were automatically generated on **2025-11-07** from the latest CI run.
 
-In the meantime, check out the [Calculator](/docs/benchmarks/calculator) and [Methodology](/docs/benchmarks/methodology) pages.
+**Environment:** Ubuntu Latest • .NET SDK 10.0.100-rc.2.25502.107
 :::
 
 ## 🎯 Executive Summary
@@ -20,48 +20,100 @@ TUnit demonstrates significant performance advantages across all testing scenari
 
 ### Average Performance vs Other Frameworks
 
-- **2.6x faster** than xUnit v3
-- **4.5x faster** than NUnit
-- **5.1x faster** than MSTest
+- **1.3x faster** than xUnit v3
+- **1.2x faster** than NUnit
+- **1.3x faster** than MSTest
 
 </div>
 
 ---
 
 ## 🚀 Runtime Performance
 
-Detailed benchmark results will appear here automatically after the Speed Comparison workflow runs.
 
-### Running Benchmarks Manually
+### results
 
-You can trigger benchmarks manually:
+:::tip Native AOT Performance
+TUnit with Native AOT compilation is **11.65x faster** than regular JIT!
+:::
+
+**Performance:** **1.26x faster** than xUnit • **1.24x faster** than NUnit • **1.28x faster** than MSTest
+
+| Framework | Version | Mean | Median | StdDev |
+|-----------|---------|------|--------|--------|
+| 🏆 **TUnit** | 1.0.0 | 487.37 ms | 487.27 ms | 2.639 ms |
+| NUnit | 4.4.0 | 602.15 ms | 601.33 ms | 9.904 ms |
+| MSTest | 4.0.1 | 623.12 ms | 621.63 ms | 9.691 ms |
+| xUnit3 | 3.2.0 | 614.68 ms | 613.67 ms | 11.426 ms |
+| 🏆 **TUnit (AOT)** | 1.0.0 | 41.85 ms | 41.53 ms | 3.056 ms |
 
-1. Go to [GitHub Actions - Speed Comparison](https://github.com/thomhurst/TUnit/actions/workflows/speed-comparison.yml)
-2. Click "Run workflow"
-3. Wait for completion
-4. Results will be committed to this page automatically
 
 ---
 
-## 📊 Methodology
+## 🔨 Build Performance
+
+Compilation time comparison across frameworks:
 
-These benchmarks compare TUnit against the most popular .NET testing frameworks using [BenchmarkDotNet](https://benchmarkdotnet.org/).
+| Framework | Version | Mean | Median | StdDev |
+|-----------|---------|------|--------|--------|
+| 🏆 **TUnit** | 1.0.0 | 1.707 s | 1.707 s | 0.0314 s |
+| Build_NUnit | 4.4.0 | 1.465 s | 1.466 s | 0.0170 s |
+| Build_MSTest | 4.0.1 | 1.530 s | 1.529 s | 0.0144 s |
+| Build_xUnit3 | 3.2.0 | 1.469 s | 1.474 s | 0.0277 s |
 
-For complete methodology details, see the [Methodology](/docs/benchmarks/methodology) page.
 
 ---
 
-## Interactive Tools
+## 📊 Methodology
+
+These benchmarks compare TUnit against the most popular .NET testing frameworks:
+
+| Framework | Version Tested |
+|-----------|----------------|
+| **TUnit** | 1.0.0 |
+| **xUnit v3** | 3.2.0 |
+| **NUnit** | 4.4.0 |
+| **MSTest** | 4.0.1 |
+
+### Test Scenarios
+
+The benchmarks measure real-world testing patterns:
+
+- **DataDrivenTests**: Parameterized tests with multiple data sources
+- **AsyncTests**: Realistic async/await patterns with I/O simulation
+- **ScaleTests**: Large test suites (1000+ tests) measuring scalability
+- **MatrixTests**: Combinatorial test generation and execution
+- **MassiveParallelTests**: Parallel execution stress tests
+
+### Environment
+
+- **OS**: Ubuntu Latest (GitHub Actions)
+- **Runtime**: .NET 10.0.0 (10.0.0-rc.2.25502.107, 10.0.25.50307), X64 RyuJIT x86-64-v3
+- **SDK**: .NET SDK 10.0.100-rc.2.25502.107
+- **Hardware**: GitHub Actions Standard Runner (Ubuntu)
+- **Tool**: BenchmarkDotNet v0.15.6, Linux Ubuntu 24.04.3 LTS (Noble Numbat)
+
+### Why These Numbers Matter
+
+- **No Mocking**: All tests use realistic patterns, not artificial micro-benchmarks
+- **Equivalent Logic**: Each framework implements identical test scenarios
+- **Warm-Up Excluded**: Measurements exclude JIT warm-up overhead
+- **Statistical Rigor**: Multiple iterations with outlier detection
+
+### Source Code
+
+All benchmark source code is available in the [`tools/speed-comparison`](https://github.com/thomhurst/TUnit/tree/main/tools/speed-comparison) directory.
+
+### Interactive Comparison
 
-- **[Benchmark Calculator](/docs/benchmarks/calculator)** - Calculate potential time savings for your test suite
-- **[Methodology](/docs/benchmarks/methodology)** - Learn how performance is measured
+Want to estimate performance for your test suite? Try the [Benchmark Calculator](/docs/benchmarks/calculator) to see potential time savings.
 
 ---
 
 :::note Continuous Benchmarking
 These benchmarks run automatically daily via [GitHub Actions](https://github.com/thomhurst/TUnit/actions/workflows/speed-comparison.yml).
 
-Each benchmark runs multiple iterations with statistical analysis to ensure accuracy.
+Each benchmark runs multiple iterations with statistical analysis to ensure accuracy. Results may vary based on hardware and test characteristics.
 :::
 
-*This page will be automatically updated with real data after the first workflow run.*
+*Last generated: 2025-11-07T18:03:14.595Z*
diff --git a/docs/static/benchmarks/historical.json b/docs/static/benchmarks/historical.json
@@ -1 +1,12 @@
-[]
+[
+  {
+    "date": "2025-11-07",
+    "averageSpeedups": {
+      "vsXUnit": "1.3",
+      "vsNUnit": "1.2",
+      "vsMSTest": "1.3",
+      "count": 1
+    },
+    "environment": "Ubuntu"
+  }
+]
diff --git a/docs/static/benchmarks/latest.json b/docs/static/benchmarks/latest.json
@@ -1,69 +1,110 @@
 {
-  "timestamp": "2025-01-07T00:00:00.000Z",
+  "timestamp": "2025-11-07T18:03:14.595Z",
   "environment": {
-    "os": "Ubuntu Latest",
-    "sdk": ".NET 10",
-    "host": ".NET 10.0"
+    "benchmarkDotNetVersion": "BenchmarkDotNet v0.15.6, Linux Ubuntu 24.04.3 LTS (Noble Numbat)",
+    "sdk": ".NET SDK 10.0.100-rc.2.25502.107",
+    "host": ".NET 10.0.0 (10.0.0-rc.2.25502.107, 10.0.25.50307), X64 RyuJIT x86-64-v3"
   },
   "categories": {
-    "AsyncTests": [
+    "results": [
       {
         "Method": "TUnit",
-        "Version": "0.x.x",
-        "Mean": "350.0 ms",
-        "Median": "348.0 ms",
-        "StdDev": "12.0 ms"
-      },
-      {
-        "Method": "xUnit3",
-        "Version": "3.x.x",
-        "Mean": "910.0 ms",
-        "Median": "905.0 ms",
-        "StdDev": "25.0 ms"
+        "Version": "1.0.0",
+        "Mean": "487.37 ms",
+        "Error": "2.977 ms",
+        "StdDev": "2.639 ms",
+        "Median": "487.27 ms"
       },
       {
         "Method": "NUnit",
-        "Version": "4.x.x",
-        "Mean": "1575.0 ms",
-        "Median": "1570.0 ms",
-        "StdDev": "35.0 ms"
+        "Version": "4.4.0",
+        "Mean": "602.15 ms",
+        "Error": "11.172 ms",
+        "StdDev": "9.904 ms",
+        "Median": "601.33 ms"
       },
       {
         "Method": "MSTest",
-        "Version": "4.x.x",
-        "Mean": "1785.0 ms",
-        "Median": "1780.0 ms",
-        "StdDev": "40.0 ms"
+        "Version": "4.0.1",
+        "Mean": "623.12 ms",
+        "Error": "10.932 ms",
+        "StdDev": "9.691 ms",
+        "Median": "621.63 ms"
+      },
+      {
+        "Method": "xUnit3",
+        "Version": "3.2.0",
+        "Mean": "614.68 ms",
+        "Error": "12.215 ms",
+        "StdDev": "11.426 ms",
+        "Median": "613.67 ms"
       },
       {
         "Method": "TUnit_AOT",
-        "Version": "0.x.x",
-        "Mean": "100.0 ms",
-        "Median": "98.0 ms",
-        "StdDev": "8.0 ms"
+        "Version": "1.0.0",
+        "Mean": "41.85 ms",
+        "Error": "1.042 ms",
+        "StdDev": "3.056 ms",
+        "Median": "41.53 ms"
+      }
+    ]
+  },
+  "build": {
+    "BuildTime": [
+      {
+        "Method": "Build_TUnit",
+        "Version": "1.0.0",
+        "Mean": "1.707 s",
+        "Error": "0.0306 s",
+        "StdDev": "0.0314 s",
+        "Median": "1.707 s"
+      },
+      {
+        "Method": "Build_NUnit",
+        "Version": "4.4.0",
+        "Mean": "1.465 s",
+        "Error": "0.0182 s",
+        "StdDev": "0.0170 s",
+        "Median": "1.466 s"
+      },
+      {
+        "Method": "Build_MSTest",
+        "Version": "4.0.1",
+        "Mean": "1.530 s",
+        "Error": "0.0163 s",
+        "StdDev": "0.0144 s",
+        "Median": "1.529 s"
+      },
+      {
+        "Method": "Build_xUnit3",
+        "Version": "3.2.0",
+        "Mean": "1.469 s",
+        "Error": "0.0282 s",
+        "StdDev": "0.0277 s",
+        "Median": "1.474 s"
       }
     ]
   },
-  "build": {},
   "comparisons": {
-    "AsyncTests": {
-      "tunitMean": 350.0,
-      "tunitAOTMean": 100.0,
-      "vsXUnit": "2.6",
-      "vsNUnit": "4.5",
-      "vsMSTest": "5.1",
-      "aotSpeedup": "3.5"
+    "results": {
+      "tunitMean": 487.37,
+      "tunitAOTMean": 41.85,
+      "vsXUnit": "1.26",
+      "vsNUnit": "1.24",
+      "vsMSTest": "1.28",
+      "aotSpeedup": "11.65"
     }
   },
   "averageSpeedups": {
-    "vsXUnit": "2.6",
-    "vsNUnit": "4.5",
-    "vsMSTest": "5.1"
+    "vsXUnit": "1.3",
+    "vsNUnit": "1.2",
+    "vsMSTest": "1.3",
+    "count": 1
   },
   "stats": {
     "runtimeCategories": 1,
-    "buildCategories": 0,
-    "totalBenchmarks": 1,
-    "lastUpdated": "2025-01-07T00:00:00.000Z"
+    "buildCategories": 1,
+    "totalBenchmarks": 2,
+    "lastUpdated": "2025-11-07T18:03:14.594Z"
   }
-}
+}