diff --git a/challenges/2024/benchmark-graph.png b/challenges/2024/benchmark-graph.png
index 7219472..e834874 100644
Binary files a/challenges/2024/benchmark-graph.png and b/challenges/2024/benchmark-graph.png differ
diff --git a/generate-benchmark-graph.py b/generate-benchmark-graph.py
index 563eb3a..9412df0 100644
--- a/generate-benchmark-graph.py
+++ b/generate-benchmark-graph.py
@@ -49,6 +49,7 @@ axp2.axhline(y=15, color="#fc8080", linestyle="--")
 for i, language in enumerate(benchmark_data):
 
     data = benchmark_data[language]
+    
     part_one_times = []
     part_two_times = []
 
@@ -107,7 +108,7 @@ def do_auxillary_parts(axis):
     plt.yscale("log")
     plt.xlabel("Day")
     plt.legend(
-        handles=[patches.Patch(color=COLOURS[label], label=label) for label in COLOURS]
+        handles=[patches.Patch(color=COLOURS[label], label=label) for label in COLOURS if len(benchmark_data[label]) > 0]
     )
     # plt.ylim([0, MAX_Y_VALUE])
     # plt.legend(legends)