diff --git a/sgl-model-gateway/src/core/worker_registry.rs b/sgl-model-gateway/src/core/worker_registry.rs
index 4bbd38f36..8fc0c00b3 100644
--- a/sgl-model-gateway/src/core/worker_registry.rs
+++ b/sgl-model-gateway/src/core/worker_registry.rs
@@ -427,10 +427,6 @@ impl WorkerRegistry {
             let mut interval =
                 tokio::time::interval(tokio::time::Duration::from_secs(check_interval_secs));
 
-            // Counter for periodic load reset (every 10 health check cycles)
-            let mut check_count = 0u64;
-            const LOAD_RESET_INTERVAL: u64 = 10;
-
             loop {
                 interval.tick().await;
 
@@ -458,15 +454,6 @@ impl WorkerRegistry {
                     })
                     .collect();
                 futures::future::join_all(health_futures).await;
-
-                // Reset loads periodically
-                check_count += 1;
-                if check_count.is_multiple_of(LOAD_RESET_INTERVAL) {
-                    tracing::debug!("Resetting worker loads (cycle {})", check_count);
-                    for worker in &workers {
-                        worker.reset_load();
-                    }
-                }
             }
         });