diff --git a/docs/leaderboard.md b/docs/leaderboard.md
index 3f032d6c2..dc5f0e81b 100644
--- a/docs/leaderboard.md
+++ b/docs/leaderboard.md
@@ -57,7 +57,7 @@ since it is the easiest format for an LLM to use.
 
 Contributions of benchmark results are welcome!
 See the
-[benchmark README]()
+[benchmark README](https://github.com/paul-gauthier/aider/blob/main/benchmark/README.md)
 for information on running aider's code editing benchmark.
 Submit results by opening a PR with edits to the
 [benchmark results CSV data file](https://github.com/paul-gauthier/aider/blob/main/_data/leaderboard.csv).