diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8ed89839..b57a90f6 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -5,11 +5,13 @@ on:
       - master
     tags: '*'
   pull_request:
+
 concurrency:
   # Skip intermediate builds: always.
   # Cancel intermediate builds: only if it is a pull request build.
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: ${{ startsWith(github.ref, 'refs/pull/') }}
+
 jobs:
   test:
     name: PartitionedArrays / Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }} - ${{ github.event_name }}
@@ -110,3 +112,84 @@ jobs:
             using PartitionedArrays
             DocMeta.setdocmeta!(PartitionedArrays, :DocTestSetup, :(using PartitionedArrays); recursive=true)
             doctest(PartitionedArrays)'
+
+
+  benchmark:
+    name: Run performance regression tests
+    if: github.ref == 'refs/heads/main'
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        version:
+          - '1.10'
+        os:
+          - ubuntu-latest
+        arch:
+          - x64
+    steps:
+      - uses: actions/checkout@v4
+      - uses: julia-actions/setup-julia@v1
+        with:
+          version: ${{ matrix.version }}
+          arch: ${{ matrix.arch }}
+      - uses: actions/cache@v4
+        env:
+          cache-name: cache-artifacts
+        with:
+          path: ~/.julia/artifacts
+          key: runner.os−test−env.cache−name−{{ hashFiles('**/Project.toml') }}
+          restore-keys: |
+            runner.os−test−
+            ${{ env.cache-name }}-
+            ${{ runner.os }}-test-
+            ${{ runner.os }}-
+      - name: Run benchmark
+        run: |
+          julia --project=PartitionedArraysBenchmarks -e '
+            using Pkg
+            Pkg.develop(path=".")
+            include("PartitionedArraysBenchmarks/run_benchmarks.jl")'
+      - name: Store benchmark result
+        uses: benchmark-action/github-action-benchmark@v1
+        with:
+          name: Julia benchmark result
+          tool: 'julia'
+          output-file-path: output.json
+          gh-pages-branch: benchmark_results
+          benchmark-data-dir-path: bench
+          # Use personal access token instead of GITHUB_TOKEN due to https://github.community/t/github-action-not-triggering-gh-pages-upon-push/16096
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          auto-push: true
+          # Show alert with commit comment on detecting possible performance regression
+          alert-threshold: '200%'
+          comment-on-alert: true
+          fail-on-alert: true
+
+  copybenchmarks:
+    name: Copy benchmark results to gh-pages
+    if: github.ref == 'refs/heads/main'
+    needs: [benchmark, docs]
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    steps:
+      - name: Checkout gh-pages branch
+        uses: actions/checkout@v4
+        with:
+          ref: gh-pages
+          path: gh-pages
+      - name: Checkout benchmark_results branch
+        uses: actions/checkout@v4
+        with:
+          ref: benchmark_results
+          path: benchmark_results
+      - name: Copy benchmark results to gh-pages
+        run: |
+          cp -r benchmark_results/bench gh-pages/dev/benchmarks
+          cd gh-pages
+          git config user.name github-actions
+          git config user.email github-actions@github.com
+          git add -A
+          git commit -m 'Copy benchmark results to documentation on gh-pages'
+          git push
diff --git a/PartitionedArraysBenchmarks/Project.toml b/PartitionedArraysBenchmarks/Project.toml
new file mode 100644
index 00000000..7d2e4b45
--- /dev/null
+++ b/PartitionedArraysBenchmarks/Project.toml
@@ -0,0 +1,3 @@
+[deps]
+BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
+PartitionedArrays = "5a9dfac6-5c52-46f7-8278-5e2210713be9"
diff --git a/PartitionedArraysBenchmarks/run_benchmarks.jl b/PartitionedArraysBenchmarks/run_benchmarks.jl
new file mode 100644
index 00000000..c467fbdb
--- /dev/null
+++ b/PartitionedArraysBenchmarks/run_benchmarks.jl
@@ -0,0 +1,45 @@
+module PartitionedArraysBenchmarkTests
+
+using BenchmarkTools
+
+using SparseArrays
+using PartitionedArrays
+using LinearAlgebra
+
+function test_benchmark(n)
+    """
+    Test benchmark with dummy code
+    """
+
+    T = SparseMatrixCSC{Float64,Int}
+    Ti = indextype(T)
+    Tv = eltype(T)
+    I = Ti[1,2,5,4,1]
+    J = Ti[3,6,1,1,3]
+    V = Tv[4,5,3,2,5]
+    m = 7
+    n = 6
+  
+    B = compresscoo(T,I,J,V,m,n)
+
+    b1 = ones(Tv,size(B,1))
+    b2 = ones(Tv,size(B,1))
+    x = collect(Tv,1:size(B,2))
+    mul!(b1,B,x)
+    spmv!(b2,B,x)
+end
+
+
+# Build a benchmark suite for PartitionedArrays
+suite = BenchmarkGroup()
+suite["test-suite"] = BenchmarkGroup(["test", "test_tag"])
+suite["test-suite"]["n=10"] = @benchmarkable test_benchmark(10)
+
+# Run all benchmarks
+tune!(suite)
+results = run(suite, verbose = true)
+
+# Save benchmark results for tracking and visualization
+BenchmarkTools.save("output.json", median(results))
+
+end # module