diff --git a/docs/my-website/docs/benchmarks.md b/docs/my-website/docs/benchmarks.md
index a1489081b4c..1f818cef498 100644
--- a/docs/my-website/docs/benchmarks.md
+++ b/docs/my-website/docs/benchmarks.md
@@ -5,6 +5,13 @@ import Image from '@theme/IdealImage';
 
 Benchmarks for LiteLLM Gateway (Proxy Server) tested against a fake OpenAI endpoint.
 
+## Setting Up a Fake OpenAI Endpoint
+
+For load testing and benchmarking, you can use a fake OpenAI proxy server. LiteLLM provides:
+
+1. **Hosted endpoint**: Use our free hosted fake endpoint at `https://exampleopenaiendpoint-production.up.railway.app/`
+2. **Self-hosted**: Set up your own fake OpenAI proxy server using [github.com/BerriAI/example_openai_endpoint](https://github.com/BerriAI/example_openai_endpoint)
+
 Use this config for testing:
 
 ```yaml
@@ -12,7 +19,7 @@ model_list:
   - model_name: "fake-openai-endpoint"
     litellm_params:
       model: openai/any
-      api_base: https://your-fake-openai-endpoint.com/chat/completions
+      api_base: https://exampleopenaiendpoint-production.up.railway.app/  # or your self-hosted endpoint
       api_key: "test"
 ```
 
diff --git a/docs/my-website/docs/load_test.md b/docs/my-website/docs/load_test.md
index 4641a70366c..071b097904b 100644
--- a/docs/my-website/docs/load_test.md
+++ b/docs/my-website/docs/load_test.md
@@ -4,8 +4,9 @@ import Image from '@theme/IdealImage';
 
 ## Locust Load Test LiteLLM Proxy 
 
-1. Add `fake-openai-endpoint` to your proxy config.yaml and start your litellm proxy
-litellm provides a free hosted `fake-openai-endpoint` you can load test against
+1. Add `fake-openai-endpoint` to your proxy config.yaml and start your litellm proxy.
+
+LiteLLM provides a free hosted `fake-openai-endpoint` you can load test against. You can also self-host your own fake OpenAI proxy server using [github.com/BerriAI/example_openai_endpoint](https://github.com/BerriAI/example_openai_endpoint).
 
 ```yaml
 model_list:
diff --git a/docs/my-website/docs/load_test_advanced.md b/docs/my-website/docs/load_test_advanced.md
index 3171bc33594..d35b5f74784 100644
--- a/docs/my-website/docs/load_test_advanced.md
+++ b/docs/my-website/docs/load_test_advanced.md
@@ -29,12 +29,16 @@ Tutorial on how to get to 1K+ RPS with LiteLLM Proxy on locust
 
 **Note:**  we're currently migrating to aiohttp which has 10x higher throughput. We recommend using the `openai/` provider for load testing.
 
+:::tip Setting Up a Fake OpenAI Endpoint
+You can use our hosted fake endpoint or self-host your own using [github.com/BerriAI/example_openai_endpoint](https://github.com/BerriAI/example_openai_endpoint).
+:::
+
 ```yaml
 model_list:
   - model_name: "fake-openai-endpoint"
     litellm_params:
       model: openai/any
-      api_base: https://your-fake-openai-endpoint.com/chat/completions
+      api_base: https://exampleopenaiendpoint-production.up.railway.app/  # or your self-hosted endpoint
       api_key: "test"
 ```