diff --git a/performance-testing/uid2-operator/README.md b/performance-testing/uid2-operator/README.md
index 89ba6bd..27dcbd6 100644
--- a/performance-testing/uid2-operator/README.md
+++ b/performance-testing/uid2-operator/README.md
@@ -1,7 +1,7 @@
 # UID2 Operator Performance Testing Tool
 The following instructions will work for any operator.
 
-## Steps
+## k6 Scripts
 ### Step 1 - Configure the K6 script
 The script as checked in has a basic config that will run a check against all endpoints.
 
@@ -38,3 +38,29 @@ Set environment variables `CLIENT_KEY`, `CLIENT_SECRET`, `BASE_URL` and then use
 k6 run k6-uid2-operator.js -e CLIENT_KEY=$CLIENT_KEY -e CLIENT_SECRET=$CLIENT_SECRET -e BASE_URL=$BASE_URL -e REFRESH_TOKEN=$REFRESH_TOKEN
 ```
 
+## Python Locust Scripts
+### Step 1 - Configure Virtual Environment
+In order to run the python script, best practise is to create a virtual environment:
+```
+python3 -m venv venv
+source venv/bin/activate
+```
+
+### Step 2 - Modify `uid2-client-python` to include eclapsed time
+See [this](https://github.com/IABTechLab/uid2-client-python/pull/55) as an example.
+
+Once modified the `uid2-client-python` repo, run `python3 -m pip install -e /Users/katherine.chen/ttdsrc/uid2-client-python`
+
+### Step 3 - Install Required Packages
+Once you've sourced into the venv, install required packages:
+```
+python3 -m pip install locust
+python3 -m pip install -e <path to uid2-client-python>
+```
+
+### Step 4 - Run Load Test
+Run below command to start the load test:
+```
+venv/bin/python -m locust -f performance-testing/uid2-operator/locust-identity-map.py <base_url> <client_key> <client_secret>
+```
+Press enter again to navigate to localhost:8089, ane put down the desired arguments.
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diff --git a/performance-testing/uid2-operator/locust-identity-map.py b/performance-testing/uid2-operator/locust-identity-map.py
new file mode 100644
index 0000000..148d6cd
--- /dev/null
+++ b/performance-testing/uid2-operator/locust-identity-map.py
@@ -0,0 +1,61 @@
+import json
+import time
+import sys
+from locust import User, task, between, events, TaskSet
+from locust.runners import MasterRunner
+from uid2_client import IdentityMapClient, IdentityMapInput
+
+def _usage():
+    print('Usage: venv/bin/python -m locust -f performance-testing/uid2-operator/locust-identity-map.py <base_url> <client_key> <client_secret>'
+          , file=sys.stderr)
+    sys.exit(1)
+
+
+if len(sys.argv) <= 4:
+    _usage()
+
+base_url = sys.argv[1]
+client_key = sys.argv[2]
+client_secret = sys.argv[3]
+email_count = 5000
+
+class IdentityMapTasks(TaskSet):
+    @task
+    def identity_map_large_batch_task(self):
+        try:
+            response = self.user.identityMapClient.generate_identity_map(
+                IdentityMapInput.from_emails([f"test{i}@example.com" for i in range(email_count)])
+            )
+            if response.is_success():
+                self.user.environment.runner.stats.log_request("IdentityMap", "generate_identity_map", response.elapsed_time * 1000, len(response.response)) # Log successful request
+            else:
+                self.user.environment.runner.stats.log_error("IdentityMap", "generate_identity_map", f"Failed with status: {response.status}")
+        except Exception as e:
+            self.user.environment.runner.stats.log_error("IdentityMap", "generate_identity_map", f"Exception: {e}")
+            print(f"Error in identity_map_large_batch_task: {e}")
+
+class IdentityMapUser(User):
+    wait_time = between(1, 2)
+
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+        self.identityMapClient = IdentityMapClient(
+            base_url, 
+            client_key,
+            client_secret)
+        self.tasks = [IdentityMapTasks] # Assign TaskSet
+
+# Handle summary data
+def on_locust_stop(environment, **kwargs):
+    if isinstance(environment.runner, MasterRunner):
+        summary = {
+            "start_time": environment.runner.start_time,
+            "end_time": time.time(),
+            "duration": time.time() - environment.runner.start_time,
+            "stats": environment.runner.stats.serialize_stats(),
+        }
+        with open("locust_summary.json", "w") as f:
+            json.dump(summary, f, indent=4)
+        print("Locust summary saved to locust_summary.json")
+
+events.quitting.add_listener(on_locust_stop)
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