diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 1a11b32ae..e18768773 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -46,7 +46,11 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest]
-    runs-on: ${{ matrix.os }}
+    runs-on:
+      # We use the large GitHub actions runners for faster testing
+      # For Ubuntu and Windows, this requires Organization-level configuration
+      # See: https://docs.github.com/en/actions/using-github-hosted-runners/about-larger-runners/about-larger-runners#about-ubuntu-and-windows-larger-runners
+      labels: ${{ matrix.os }}-large
     name: "cargo test | ${{ matrix.os }}"
     steps:
       - uses: actions/checkout@v4
@@ -67,9 +71,12 @@ jobs:
         uses: taiki-e/install-action@v2
         with:
           tool: cargo-insta
+      - name: "Install cargo nextest"
+        uses: taiki-e/install-action@v2
+        with:
+          tool: cargo-nextest
       - uses: Swatinem/rust-cache@v2
         with:
           save-if: ${{ github.ref == 'refs/heads/main' }}
-      - name: "Tests (Ubuntu)"
-        if: ${{ matrix.os == 'ubuntu-latest' }}
-        run: cargo insta test --all --all-features --unreferenced reject
+      - name: "Tests"
+        run: cargo nextest run --all --all-features --status-level skip --failure-output immediate-final --no-fail-fast -j 12