diff --git a/.github/workflows/pull-request-bot.yml b/.github/workflows/pull-request-bot.yml
index aafeaf773c..e07a79fe92 100644
--- a/.github/workflows/pull-request-bot.yml
+++ b/.github/workflows/pull-request-bot.yml
@@ -135,10 +135,45 @@ jobs:
       run: |
         aws s3 cp target/doc "s3://${S3_BUCKET_NAME}/docs/${{ inputs.head_revision }}" --recursive
 
+  compiletime-benchmark:
+    runs-on: ubuntu-latest
+    name: Run Compiletime Benchmark
+    permissions:
+      id-token: write
+      contents: read
+      pull-requests: write
+    outputs:
+      compiletime-benchmark: ${{ steps.compiletime-benchmark.outputs.compiletime-benchmark }}
+    steps:
+    - uses: actions/checkout@v3
+    - uses: actions/cache@v3
+      name: Gradle Cache
+      with:
+        path: |
+          ~/.gradle/caches
+          ~/.gradle/wrapper
+        key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*') }}
+        restore-keys: |
+          ${{ runner.os }}-gradle-
+      # JDK is needed to generate code
+    - name: Set up JDK
+      uses: actions/setup-java@v3
+      with:
+        distribution: corretto
+        java-package: jdk
+        java-version: ${{ env.java_version }}
+    - uses: dtolnay/rust-toolchain@master
+      with:
+        toolchain: ${{ env.rust_version }}
+    - name: run benchmark
+      id: run-compiletime-benchmark
+      run: bash tools/ci-scripts/compiletime-benchmark && cat /tmp/compiletime-benchmark.md >> "$GITHUB_OUTPUT"
+
   post-bot-comment:
     needs:
     - generate-diff
     - generate-doc-preview
+    - compiletime-benchmark
     runs-on: ubuntu-latest
     name: Post bot comment
     permissions:
@@ -164,6 +199,8 @@ jobs:
             issue_number: ${{ inputs.issue_number }},
             owner: context.repo.owner,
             repo: context.repo.repo,
-            body: '${{ steps.bot-messages.outputs.codegen-diff }}\n\n' +
+            body: '${{ steps.compiletime-benchmark.outputs.compiletime-benchmark }}\n\n' +
+              '${{ steps.bot-messages.outputs.codegen-diff }}\n\n' +
               '${{ needs.generate-doc-preview.outputs.bot-message }}\n\n'
+              
           })
diff --git a/tools/ci-scripts/compiletime-benchmark b/tools/ci-scripts/compiletime-benchmark
new file mode 100755
index 0000000000..3b0a18cc7f
--- /dev/null
+++ b/tools/ci-scripts/compiletime-benchmark
@@ -0,0 +1,33 @@
+#!/bin/bash
+#
+# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+set -eux
+
+export TIMEFORMAT=%R
+
+function compile() {
+    cd $1 &&
+        export CARGORUSTFLAG="" &&
+        cargo build &>/dev/null && cargo clean && # this is for downloading crates
+        \time --format="%e seconds" bash -c "cargo build  &> /dev/null" && cargo clean &&
+        \time --format="%e seconds" bash -c "cargo build --release  &> /dev/null" && cargo clean &&
+        export CARGORUSTFLAG="--cfg aws_sdk_unstable" &&
+        \time --format="%e seconds" bash -c "cargo build --all-features &>/dev/null" && cargo clean &&
+        \time --format="%e seconds" bash -c "cargo build --all-features --release &>/dev/null" && cargo clean
+}
+
+./gradlew :aws:sdk:assemble
+DIR=$PWD
+for variable in $(dir "aws/sdk/build/aws-sdk/sdk"); do
+    if [[ $variable != *"aws-"* ]]; then
+        echo "START" &>>/tmp/compiletime-benchmark.txt
+        echo "$variable" &>>/tmp/compiletime-benchmark.txt
+        compile "$DIR/aws/sdk/build/aws-sdk/sdk/$variable" &>>/tmp/compiletime-benchmark.txt
+        echo "END" &>>/tmp/compiletime-benchmark.txt
+    fi
+done
+
+cd $DIR
+python3 tools/compiletime-benchmark/format.py
diff --git a/tools/compiletime-benchmark/format.py b/tools/compiletime-benchmark/format.py
new file mode 100644
index 0000000000..f74e06bd11
--- /dev/null
+++ b/tools/compiletime-benchmark/format.py
@@ -0,0 +1,40 @@
+#
+# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+
+import itertools
+
+
+def main():
+    f = open("/tmp/compiletime-benchmark.txt", "r").read()
+    iter = map(lambda x: x.split("END"), f.split("START"))
+    iter = itertools.chain.from_iterable(iter)
+    markdown = """
+    | sdk name | dev | release | dev all features | release all features |
+    | -------- | --- | ------- | ---------------- | -------------------- |
+    """
+    idx = 0
+    for i in iter:
+        idx += 1
+        print("============")
+        print(idx)
+        print(i)
+        print("============")
+
+        lines = i.splitlines()
+        if len(lines) > 1:
+            continue
+
+        sdk_name = lines[0]
+        row = "\n|" + sdk_name + \
+            "|".join(map(lambda x: float(x), lines[1:])) + "|"
+
+        markdown += row
+
+    print(markdown)
+    with open("/tmp/compiletime-benchmark.md", "w") as f:
+        f.write(markdown)
+        f.flush()
+
+main()