diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
index d437f9899c..69b0934530 100644
--- a/.github/workflows/benchmark.yml
+++ b/.github/workflows/benchmark.yml
@@ -68,3 +68,22 @@ jobs:
         with:
           name: body
           path: ci-benchmark/body.md
+
+      - name: Generate BMF JSON
+        working-directory: ci-benchmark
+        run: python generate_bmf_json.py wrk-output.txt
+
+      - uses: bencherdev/bencher@main
+      - name: Push to Bencher.dev
+        run: |
+            bencher run \
+            --project tailcall \
+            --token '${{ secrets.BENCHER_API_TOKEN }}' \
+            --branch '${{ github.head_ref }}' \
+            --branch-start-point '${{ github.base_ref }}' \
+            --branch-start-point-hash '${{ github.base_sha }}' \
+            --testbed ubuntu-latest \
+            --adapter json \
+            --err \
+            --file "results.json"
+            --github-actions '${{ secrets.GITHUB_TOKEN }}' \
diff --git a/ci-benchmark/generate_bmf_json.py b/ci-benchmark/generate_bmf_json.py
new file mode 100644
index 0000000000..b7b837dd14
--- /dev/null
+++ b/ci-benchmark/generate_bmf_json.py
@@ -0,0 +1,33 @@
+import json
+import re
+
+def parse_wrk_output(file_path):
+    data = {}
+    with open(file_path, 'r') as file:
+        content = file.readlines()
+        for line in content:
+            if "Latency" in line:
+                # Example: Latency 88.0ms, 87.42ms, 88.88ms
+                match = re.search(r"Latency (\d+\.\d+)ms, (\d+\.\d+)ms, (\d+\.\d+)ms", line)
+                if match:
+                    data['latency'] = float(match.group(1))
+                    data['latency_lower'] = float(match.group(2))
+                    data['latency_upper'] = float(match.group(3))
+    return data
+
+def generate_bmf_json(data):
+    bmf_json = {
+        "my_benchmark": {
+            "latency": {
+                "value": data["latency"],
+                "lower_value": data["latency_lower"],
+                "upper_value": data["latency_upper"]
+            }
+        }
+    }
+    return bmf_json
+# Example usage
+wrk_data = parse_wrk_output('wrk_output.txt')
+bmf_data = generate_bmf_json(wrk_data)
+with open('results.json', 'w') as f:
+    json.dump(bmf_data, f, indent=4)