diff --git a/benchmarks/replay-stack/docker-compose.yml b/benchmarks/replay-stack/docker-compose.yml
index ac9ba74e3..f622535c4 100644
--- a/benchmarks/replay-stack/docker-compose.yml
+++ b/benchmarks/replay-stack/docker-compose.yml
@@ -60,7 +60,7 @@ services:
     restart: unless-stopped
 
   tempo:
-    image: grafana/tempo:3.0.3
+    image: grafana/tempo:3.1.0
     command: -config.file=/etc/tempo/tempo.yaml
     ports: ["3200:3200", "4318:4318"]
     volumes: