diff --git a/.github/workflows/bench.yaml b/.github/workflows/bench.yaml
index 1aa546ea9..36604d64a 100644
--- a/.github/workflows/bench.yaml
+++ b/.github/workflows/bench.yaml
@@ -8,6 +8,22 @@ on:
 
 jobs:
   benchmark:
-    runs-on: arc-runners-set-bench
+    name: Run benchmarks
+    runs-on: ubuntu-latest-8-cores
     steps:
-    - run: echo "hello"
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Install protoc
+        uses: arduino/setup-protoc@v3
+        with:
+          repo-token: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Compile and run
+        run: |
+           cargo run \
+             --release \
+             --bin bench_standard \
+             -- \
+             --print-results \
+             --print-explain
diff --git a/infra/README.md b/infra/README.md
deleted file mode 100644
index c45539d59..000000000
--- a/infra/README.md
+++ /dev/null
@@ -1 +0,0 @@
-# Infra
diff --git a/infra/bench-arc-values.yaml b/infra/bench-arc-values.yaml
deleted file mode 100644
index 8036886e7..000000000
--- a/infra/bench-arc-values.yaml
+++ /dev/null
@@ -1,30 +0,0 @@
-# Values configuration for the runner set for benchmarks.
-
-githubConfigUrl: "https://github.com/glaredb/glaredb"
-
-minRunners: 0
-maxRunners: 2
-
-template:
-  spec:
-    nodeSelector:
-      cloud.google.com/machine-family: n4
-      cloud.google.com/compute-class: Performance # Dedicated node per pod
-    containers:
-    - name: runner
-      image: ghcr.io/actions/actions-runner:latest
-      command: ["/home/runner/run.sh"]
-      env:
-        - name: ACTIONS_RUNNER_CONTAINER_HOOKS
-          value: /home/runner/k8s/index.js
-        - name: ACTIONS_RUNNER_POD_NAME
-          valueFrom:
-            fieldRef:
-              fieldPath: metadata.name
-        - name: ACTIONS_RUNNER_REQUIRE_JOB_CONTAINER
-          value: "true"
-      resources:
-        requests:
-          cpu: 12
-          memory: "32Gi"
-          ephemeral-storage: "200Gi"
diff --git a/infra/create-bench-arc.sh b/infra/create-bench-arc.sh
deleted file mode 100755
index c6716d9da..000000000
--- a/infra/create-bench-arc.sh
+++ /dev/null
@@ -1,24 +0,0 @@
-#!/usr/bin/env bash
-
-set -eux
-
-: "${GITHUB_PAT:?Github access token needs to be set}"
-
-REPO_ROOT=$(git rev-parse --show-toplevel)
-
-INSTALLATION_NAME="arc-runners-set-bench"
-NAMESPACE="arc-runners-bench"
-
-helm install arc \
-    --namespace "${NAMESPACE}" \
-    --create-namespace \
-    --version "0.9.3" \
-    oci://ghcr.io/actions/actions-runner-controller-charts/gha-runner-scale-set-controller
-
-helm install "${INSTALLATION_NAME}" \
-    --namespace "${NAMESPACE}" \
-    --create-namespace \
-    --values "${REPO_ROOT}/infra/bench-arc-values.yaml" \
-    --set githubConfigSecret.github_token="${GITHUB_PAT}" \
-    --version "0.9.3" \
-    oci://ghcr.io/actions/actions-runner-controller-charts/gha-runner-scale-set