diff --git a/.github/workflows/eval.yml b/.github/workflows/eval.yml
index 1c823b519585a..e5fa2732a757a 100644
--- a/.github/workflows/eval.yml
+++ b/.github/workflows/eval.yml
@@ -219,7 +219,7 @@ jobs:
           # Use the target branch to get accurate maintainer info
           nix-build target/ci -A eval.compare \
             --arg beforeResultDir ./targetResult \
-            --arg afterResultDir ./prResult \
+            --arg afterResultDir $(realpath prResult) \
             --arg touchedFilesJson ./touched-files.json \
             -o comparison
 
diff --git a/ci/eval/compare/cmp-stats.py b/ci/eval/compare/cmp-stats.py
index e3dc8bbd8e64e..0ef9c773163a9 100644
--- a/ci/eval/compare/cmp-stats.py
+++ b/ci/eval/compare/cmp-stats.py
@@ -60,6 +60,7 @@ def load_all_metrics(directory: Path) -> dict:
     return metrics
 
 def dataframe_to_markdown(df: pd.DataFrame) -> str:
+    df = df.sort_values(by=df.columns[0], ascending=True)
     markdown_lines = []
 
     # Header (get column names and format them)