diff --git a/.github/scripts/make_and_upload_html.py b/.github/scripts/make_and_upload_html.py
new file mode 100644
index 0000000..50a3767
--- /dev/null
+++ b/.github/scripts/make_and_upload_html.py
@@ -0,0 +1,44 @@
+import github
+import json
+import os
+import sys
+
+key = sys.argv[-1]
+git = github.Github(key)
+
+root_dir = os.path.join(
+    os.path.dirname(os.path.realpath(__file__)),
+    os.path.join(os.path.pardir, os.path.pardir))
+with open(os.path.join(root_dir, "data.json")) as f:
+    data = json.load(f)
+
+benches = list(data.keys())
+benches.sort()
+
+html = ""
+# html += "<h2>All benchmarks</h2>\n"
+html += "<div id='benchall'></div>\n"
+# for i, b in enumerate(benches):
+#    html += f"<h2>{b}</h2>\n"
+#    html += f"<div id='bench{i}'></div>\n"
+
+html += "<script type='text/javascript'>\n"
+for i, b in enumerate(benches):
+    html += f"var line{i} = {{\n"
+    html += "  x: [" + ", ".join([f"\"{j['date']}\"" for j in data[b]]) + "],\n"
+    html += "  y: [" + ", ".join([f"{j['mean']['estimate']}" for j in data[b]]) + "],\n"
+    html += "  type: 'scatter',\n"
+    html += "  mode: 'lines+markers',\n"
+    html += f"  name: \"{b}\"\n"
+    html += "};\n"
+html += "Plotly.newPlot('benchall', [" + ", ".join([f"line{i}" for i, _ in enumerate(benches)]) + "]);\n"
+# for i, _ in enumerate(benches):
+#    html += f"Plotly.newPlot('bench{i}', [line{i}]);\n"
+html += "</script>\n"
+
+
+r = git.get_repo("bempp/bempp-website")
+current = r.get_contents("_includes/_rs_benches.html")
+
+
+r.update_file("_includes/_rs_benches.html", "Update benchmark plots", html, sha=current.sha)
diff --git a/.github/scripts/make_html.py b/.github/scripts/make_html.py
deleted file mode 100644
index e153368..0000000
--- a/.github/scripts/make_html.py
+++ /dev/null
@@ -1,31 +0,0 @@
-import json
-import os
-
-root_dir = os.path.join(
-    os.path.dirname(os.path.realpath(__file__)),
-    os.path.join(os.path.pardir, os.path.pardir))
-with open(os.path.join(root_dir, "data.json")) as f:
-    data = json.load(f)
-
-benches = list(data.keys())
-benches.sort()
-
-# print("<h2>All benchmarks</h2>")
-print("<div id='benchall'></div>")
-# for i, b in enumerate(benches):
-#    print(f"<h2>{b}</h2>")
-#    print(f"<div id='bench{i}'></div>")
-
-print("<script type='text/javascript'>")
-for i, b in enumerate(benches):
-    print(f"var line{i} = {{")
-    print("  x: [" + ", ".join([f"\"{j['date']}\"" for j in data[b]]) + "],")
-    print("  y: [" + ", ".join([f"{j['mean']['estimate']}" for j in data[b]]) + "],")
-    print("  type: 'scatter',")
-    print("  mode: 'lines+markers',")
-    print(f"  name: \"{b}\"")
-    print("};")
-print("Plotly.newPlot('benchall', [" + ", ".join([f"line{i}" for i, _ in enumerate(benches)]) + "]);")
-# for i, _ in enumerate(benches):
-#    print(f"Plotly.newPlot('bench{i}', [line{i}]);")
-print("</script>")
diff --git a/.github/workflows/push-html.yml b/.github/workflows/push-html.yml
new file mode 100644
index 0000000..e1ae85a
--- /dev/null
+++ b/.github/workflows/push-html.yml
@@ -0,0 +1,21 @@
+name: Update plots on website
+
+on:
+  push:
+    branches:
+      - "main"
+
+jobs:
+  push-html:
+  runs-on: ubunut-latest
+  permissions:
+      contents: write
+  steps:
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: "3.12"
+    - uses: actions/checkout@v4
+    - run: python3 -m pip install PyGithub
+    - name: Build and push HTML
+      uses: python3 .github/scripts/make_and_upload_html.py ${{ secrets.GITHUB_TOKEN }}
diff --git a/setup.sh b/setup.sh
index 58a5f32..7073fe6 100755
--- a/setup.sh
+++ b/setup.sh
@@ -1,4 +1,5 @@
 #!/bin/bash
 
+python3 -m pip install PyGithub
 git clone https://github.com/bempp/bempp-rs
 cargo install cargo-criterion