diff --git a/litellm/router_strategy/lowest_latency.py b/litellm/router_strategy/lowest_latency.py
index 9060c956d7..b049c94264 100644
--- a/litellm/router_strategy/lowest_latency.py
+++ b/litellm/router_strategy/lowest_latency.py
@@ -124,9 +124,7 @@ class LowestLatencyLoggingHandler(CustomLogger):
                     len(request_count_dict[id].get("latency", []))
                     < self.routing_args.max_latency_list_size
                 ):
-                    latency_value = final_value.total_seconds() if isinstance(final_value, timedelta) else final_value
-                    request_count_dict[id].setdefault("latency", []).append(latency_value)
-
+                    request_count_dict[id].setdefault("latency", []).append(final_value)
                 else:
                     request_count_dict[id]["latency"] = request_count_dict[id][
                         "latency"
@@ -334,9 +332,7 @@ class LowestLatencyLoggingHandler(CustomLogger):
                     len(request_count_dict[id].get("latency", []))
                     < self.routing_args.max_latency_list_size
                 ):
-                    latency_value = final_value.total_seconds() if isinstance(final_value, timedelta) else final_value
-                    request_count_dict[id].setdefault("latency", []).append(latency_value)
-
+                    request_count_dict[id].setdefault("latency", []).append(final_value)
                 else:
                     request_count_dict[id]["latency"] = request_count_dict[id][
                         "latency"
@@ -476,15 +472,11 @@ class LowestLatencyLoggingHandler(CustomLogger):
                 for _call_latency in item_ttft_latency:
                     if isinstance(_call_latency, float):
                         total += _call_latency
-                total = total / len(item_ttft_latency) if total > 0 else float('inf')
-            elif len(item_latency) > 0 and isinstance(item_latency[0], timedelta):
-                for _call_latency in item_latency:
-                    total += _call_latency.total_seconds()
             else:
                 for _call_latency in item_latency:
                     if isinstance(_call_latency, float):
                         total += _call_latency
-            item_latency = total / len(item_latency) if total > 0 else float('inf')
+            item_latency = total / len(item_latency)
 
             # -------------- #
             # Debugging Logic
@@ -511,9 +503,6 @@ class LowestLatencyLoggingHandler(CustomLogger):
         if len(potential_deployments) == 0:
             return None
 
-        if not healthy_deployments:
-            return None
-
         # Sort potential deployments by latency
         sorted_deployments = sorted(potential_deployments, key=lambda x: x[1])
 
@@ -523,10 +512,9 @@ class LowestLatencyLoggingHandler(CustomLogger):
         # Find deployments within buffer of lowest latency
         buffer = self.routing_args.lowest_latency_buffer * lowest_latency
 
-        # If no deployments within buffer, fall back to all sorted deployments
         valid_deployments = [
-             x for x in sorted_deployments if x[1] <= lowest_latency + buffer
-        ] or sorted_deployments
+            x for x in sorted_deployments if x[1] <= lowest_latency + buffer
+        ]
 
         # Pick a random deployment from valid deployments
         random_valid_deployment = random.choice(valid_deployments)