diff --git a/ci/cscs.yml b/ci/cscs.yml
index d7c64f8..e202a7f 100644
--- a/ci/cscs.yml
+++ b/ci/cscs.yml
@@ -82,8 +82,21 @@ run_tests:
   script:
     - . /opt/gridtools_jl_env/setup-env.sh
     - cd /opt/GridTools
+    - julia -e 'using Pkg; Pkg.add("AirspeedVelocity"); Pkg.build("AirspeedVelocity")'
+    - export PATH="$PATH:$HOME/.julia/bin"
+    - echo "Updated PATH: $PATH"
     - julia --project=. -e 'using Pkg; Pkg.test()'
-    - julia --project=. --threads 8 benchmark/benchmarks.jl
+    - mkdir -p results
+    - git fetch origin main:refs/remotes/origin/main
+    - CURRENT_COMMIT=$(git rev-parse HEAD)
+    - LAST_MAIN_COMMIT=$(git rev-parse origin/main)
+    - echo "Benchmarking current commit ($CURRENT_COMMIT) in the current branch and ($LAST_MAIN_COMMIT) in the main branch"
+    - benchpkg --rev="$LAST_MAIN_COMMIT,$CURRENT_COMMIT" --bench-on="$CURRENT_COMMIT" --output-dir=results/ 
+    - mkdir -p plots
+    - echo "Generating plots comparing current commit ($CURRENT_COMMIT) against ($LAST_MAIN_COMMIT) in the main branch"
+    - benchpkgplot GridTools --rev="$LAST_MAIN_COMMIT,$CURRENT_COMMIT" --npart=10 --format=png --input-dir=results/ --output-dir=plots/
+    - echo "Creating benchmark table comparing current commit ($CURRENT_COMMIT) against ($LAST_MAIN_COMMIT) in the main branch"
+    - benchpkgtable --rev="$LAST_MAIN_COMMIT,$CURRENT_COMMIT" --input-dir=results/ --ratio
   variables:
     SLURM_JOB_NUM_NODES: 1
     SLURM_NTASKS: 1