diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 2e71fe622..640b25c33 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -13,6 +13,19 @@ Please submit bug reports and feature requests as GitHub issues. This
 helps us to keep track of them and discuss potential solutions or
 enhancements.
 
+LLM Benchmark Results
+---------------------
+
+Contributions of
+[LLM benchmark results](https://aider.chat/docs/leaderboards/)
+are welcome!
+See the
+[benchmark README](https://github.com/paul-gauthier/aider/blob/main/benchmark/README.md)
+for information on running aider's code editing benchmarks.
+Submit results by opening a PR with edits to the
+[benchmark results data files](https://github.com/paul-gauthier/aider/blob/main/_data/).
+
+
 Pull Requests
 -------------