diff --git a/demos/llm_routing/preference_based_routing/README.md b/demos/llm_routing/preference_based_routing/README.md
index 887f6589..9d71971c 100644
--- a/demos/llm_routing/preference_based_routing/README.md
+++ b/demos/llm_routing/preference_based_routing/README.md
@@ -20,16 +20,16 @@ Then open AnythingLLM at http://localhost:3001/
 
 Or start manually:
 
-1. Start Plano
-```bash
-planoai up config.yaml
-```
-
-2. (Optional) Start AnythingLLM and Jaeger
+1. (Optional) Start AnythingLLM and Jaeger
 ```bash
 docker compose up -d
 ```
 
+2. Start Plano
+```bash
+planoai up config.yaml
+```
+
 3. Test with curl or open AnythingLLM http://localhost:3001/
 
 # Testing out preference based routing