diff --git a/docs/cli/bench/multimodal_processor.md b/docs/cli/bench/mm_processor.md
similarity index 79%
rename from docs/cli/bench/multimodal_processor.md
rename to docs/cli/bench/mm_processor.md
index 2ee1eee917a94..cd629a2a18d05 100644
--- a/docs/cli/bench/multimodal_processor.md
+++ b/docs/cli/bench/mm_processor.md
@@ -1,4 +1,4 @@
-# vllm bench multimodal-processor
+# vllm bench mm-processor
 
 ## JSON CLI Arguments
 
diff --git a/vllm/benchmarks/multimodal_processor.py b/vllm/benchmarks/mm_processor.py
similarity index 100%
rename from vllm/benchmarks/multimodal_processor.py
rename to vllm/benchmarks/mm_processor.py